fix(ui): improve category label formatting for acronyms and versions

Remove hardcoded CATEGORY_IDS and CATEGORY_LABELS constants.
Categories now come from the API and are formatted dynamically.

.backportrc.json

@@ -0,0 +1,14 @@
+{
+  "repoOwner": "prowler-cloud",
+  "repoName": "prowler",
+  "targetPRLabels": [
+    "backport"
+  ],
+  "sourcePRLabels": [
+    "was-backported"
+  ],
+  "copySourcePRLabels": false,
+  "copySourcePRReviewers": true,
+  "prTitle": "{{sourcePullRequest.title}}",
+  "commitConflicts": true
+}

.dockerignore

@@ -1,6 +0,0 @@
-.git/
-.github/
-
-# Ignore output directories
-output/
-junit-reports/

.env

@@ -0,0 +1,142 @@
+#### Important Note ####
+# This file is used to store environment variables for the Prowler App.
+# For production, it is recommended to use a secure method to store these variables and change the default secret keys.
+
+#### Prowler UI Configuration ####
+PROWLER_UI_VERSION="stable"
+AUTH_URL=http://localhost:3000
+API_BASE_URL=http://prowler-api:8080/api/v1
+NEXT_PUBLIC_API_BASE_URL=${API_BASE_URL}
+NEXT_PUBLIC_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
+AUTH_TRUST_HOST=true
+UI_PORT=3000
+# openssl rand -base64 32
+AUTH_SECRET="N/c6mnaS5+SWq81+819OrzQZlmx1Vxtp/orjttJSmw8="
+# Google Tag Manager ID
+NEXT_PUBLIC_GOOGLE_TAG_MANAGER_ID=""
+
+#### Code Review Configuration ####
+# Enable Claude Code standards validation on pre-push hook
+# Set to 'true' to validate changes against AGENTS.md standards via Claude Code
+# Set to 'false' to skip validation
+CODE_REVIEW_ENABLED=true
+
+#### Prowler API Configuration ####
+PROWLER_API_VERSION="stable"
+# PostgreSQL settings
+# If running Django and celery on host, use 'localhost', else use 'postgres-db'
+POSTGRES_HOST=postgres-db
+POSTGRES_PORT=5432
+POSTGRES_ADMIN_USER=prowler_admin
+POSTGRES_ADMIN_PASSWORD=postgres
+POSTGRES_USER=prowler
+POSTGRES_PASSWORD=postgres
+POSTGRES_DB=prowler_db
+# Read replica settings (optional)
+# POSTGRES_REPLICA_HOST=postgres-db
+# POSTGRES_REPLICA_PORT=5432
+# POSTGRES_REPLICA_USER=prowler
+# POSTGRES_REPLICA_PASSWORD=postgres
+# POSTGRES_REPLICA_DB=prowler_db
+# POSTGRES_REPLICA_MAX_ATTEMPTS=3
+# POSTGRES_REPLICA_RETRY_BASE_DELAY=0.5
+
+# Celery-Prowler task settings
+TASK_RETRY_DELAY_SECONDS=0.1
+TASK_RETRY_ATTEMPTS=5
+
+# Valkey settings
+# If running Valkey and celery on host, use localhost, else use 'valkey'
+VALKEY_HOST=valkey
+VALKEY_PORT=6379
+VALKEY_DB=0
+
+# API scan settings
+
+# The path to the directory where scan output should be stored
+DJANGO_TMP_OUTPUT_DIRECTORY="/tmp/prowler_api_output"
+
+# The maximum number of findings to process in a single batch
+DJANGO_FINDINGS_BATCH_SIZE=1000
+
+# The AWS access key to be used when uploading scan output to an S3 bucket
+# If left empty, default AWS credentials resolution behavior will be used
+DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID=""
+
+# The AWS secret key to be used when uploading scan output to an S3 bucket
+DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY=""
+
+# An optional AWS session token
+DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN=""
+
+# The AWS region where your S3 bucket is located (e.g., "us-east-1")
+DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION=""
+
+# The name of the S3 bucket where scan output should be stored
+DJANGO_OUTPUT_S3_AWS_OUTPUT_BUCKET=""
+
+# Django settings
+DJANGO_ALLOWED_HOSTS=localhost,127.0.0.1,prowler-api
+DJANGO_BIND_ADDRESS=0.0.0.0
+DJANGO_PORT=8080
+DJANGO_DEBUG=False
+DJANGO_SETTINGS_MODULE=config.django.production
+# Select one of [ndjson|human_readable]
+DJANGO_LOGGING_FORMATTER=human_readable
+# Select one of [DEBUG|INFO|WARNING|ERROR|CRITICAL]
+# Applies to both Django and Celery Workers
+DJANGO_LOGGING_LEVEL=INFO
+# Defaults to the maximum available based on CPU cores if not set.
+DJANGO_WORKERS=4
+# Token lifetime is in minutes
+DJANGO_ACCESS_TOKEN_LIFETIME=30
+# Token lifetime is in minutes
+DJANGO_REFRESH_TOKEN_LIFETIME=1440
+DJANGO_CACHE_MAX_AGE=3600
+DJANGO_STALE_WHILE_REVALIDATE=60
+DJANGO_MANAGE_DB_PARTITIONS=True
+# openssl genrsa -out private.pem 2048
+DJANGO_TOKEN_SIGNING_KEY=""
+# openssl rsa -in private.pem -pubout -out public.pem
+DJANGO_TOKEN_VERIFYING_KEY=""
+# openssl rand -base64 32
+DJANGO_SECRETS_ENCRYPTION_KEY="oE/ltOhp/n1TdbHjVmzcjDPLcLA41CVI/4Rk+UB5ESc="
+DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
+DJANGO_SENTRY_DSN=
+DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
+
+# Sentry settings
+SENTRY_ENVIRONMENT=local
+SENTRY_RELEASE=local
+NEXT_PUBLIC_SENTRY_ENVIRONMENT=${SENTRY_ENVIRONMENT}
+
+
+#### Prowler release version ####
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.12.2
+
+# Social login credentials
+SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
+SOCIAL_GOOGLE_OAUTH_CLIENT_ID=""
+SOCIAL_GOOGLE_OAUTH_CLIENT_SECRET=""
+
+SOCIAL_GITHUB_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/github"
+SOCIAL_GITHUB_OAUTH_CLIENT_ID=""
+SOCIAL_GITHUB_OAUTH_CLIENT_SECRET=""
+
+# Single Sign-On (SSO)
+SAML_SSO_CALLBACK_URL="${AUTH_URL}/api/auth/callback/saml"
+
+# Lighthouse tracing
+LANGSMITH_TRACING=false
+LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
+LANGSMITH_API_KEY=""
+LANGCHAIN_PROJECT=""
+
+# RSS Feed Configuration
+# Multiple feed sources can be configured as a JSON array (must be valid JSON, no trailing commas)
+# Each source requires: id, name, type (github_releases|blog|custom), url, and enabled flag
+# IMPORTANT: Must be a single line with valid JSON (no newlines, no trailing commas)
+# Example with one source:
+RSS_FEED_SOURCES='[{"id":"prowler-releases","name":"Prowler Releases","type":"github_releases","url":"https://github.com/prowler-cloud/prowler/releases.atom","enabled":true}]'
+# Example with multiple sources (no trailing comma after last item):
+# RSS_FEED_SOURCES='[{"id":"prowler-releases","name":"Prowler Releases","type":"github_releases","url":"https://github.com/prowler-cloud/prowler/releases.atom","enabled":true},{"id":"prowler-blog","name":"Prowler Blog","type":"blog","url":"https://prowler.com/blog/rss","enabled":false}]'

.github/CODEOWNERS

@@ -1 +1,28 @@
-* @prowler-cloud/prowler-team
+# SDK
+/* @prowler-cloud/sdk
+/prowler/ @prowler-cloud/sdk @prowler-cloud/detection-and-remediation
+/tests/ @prowler-cloud/sdk @prowler-cloud/detection-and-remediation
+/dashboard/ @prowler-cloud/sdk
+/docs/ @prowler-cloud/sdk
+/examples/ @prowler-cloud/sdk
+/util/ @prowler-cloud/sdk
+/contrib/ @prowler-cloud/sdk
+/permissions/ @prowler-cloud/sdk
+/codecov.yml @prowler-cloud/sdk @prowler-cloud/api
+
+# API
+/api/ @prowler-cloud/api
+
+# UI
+/ui/ @prowler-cloud/ui
+
+# AI
+/mcp_server/ @prowler-cloud/ai
+
+# Platform
+/.github/ @prowler-cloud/platform
+/Makefile @prowler-cloud/platform
+/kubernetes/ @prowler-cloud/platform
+**/Dockerfile* @prowler-cloud/platform
+**/docker-compose*.yml @prowler-cloud/platform
+**/docker-compose*.yaml @prowler-cloud/platform

.github/ISSUE_TEMPLATE/bug_report.md

@@ -1,50 +0,0 @@
----
-name: Bug report
-about: Create a report to help us improve
-title: "[Bug]: "
-labels: bug, status/needs-triage
-assignees: ''
-
----
-
-<!--
-Please use this template to create your bug report. By providing as much info as possible you help us understand the issue, reproduce it and resolve it for you quicker. Therefore, take a couple of extra minutes to make sure you have provided all info needed.
-
-PROTIP: record your screen and attach it as a gif to showcase the issue.
-
-- How to record and attach gif: https://bit.ly/2Mi8T6K
--->
-
-**What happened?**  
-A clear and concise description of what the bug is or what is not working as expected
-
-
-**How to reproduce it**  
-Steps to reproduce the behavior:
-1. What command are you running?
-2. Environment you have, like single account, multi-account, organizations, etc.
-3. See error
-
-
-**Expected behavior**  
-A clear and concise description of what you expected to happen.
-
-
-**Screenshots or Logs**  
-If applicable, add screenshots to help explain your problem.
-Also, you can add logs (anonymize them first!). Here a command that may help to share a log
-`bash -x ./prowler -options > debug.log 2>&1` then attach here `debug.log`
-
-
-**From where are you running Prowler?**  
-Please, complete the following information:
- - Resource: [e.g. EC2 instance, Fargate task, Docker container manually, EKS, Cloud9, CodeBuild, workstation, etc.)  
- - OS: [e.g. Amazon Linux 2, Mac, Alpine, Windows, etc. ]
- - AWS-CLI Version [`aws --version`]:
- - Prowler Version [`./prowler -V`]:
- - Shell and version:
- - Others:
-
-
-**Additional context**
-Add any other context about the problem here.

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -0,0 +1,140 @@
+name: 🐞 Bug Report
+description: Create a report to help us improve
+labels: ["bug", "status/needs-triage"]
+
+body:
+  - type: checkboxes
+    id: search
+    attributes:
+      label: Issue search
+      options:
+        - label: I have searched the existing issues and this bug has not been reported yet
+          required: true
+  - type: dropdown
+    id: component
+    attributes:
+      label: Which component is affected?
+      multiple: true
+      options:
+        - Prowler CLI/SDK
+        - Prowler API
+        - Prowler UI
+        - Prowler Dashboard
+        - Prowler MCP Server
+        - Documentation
+        - Other
+    validations:
+      required: true
+  - type: dropdown
+    id: provider
+    attributes:
+      label: Cloud Provider (if applicable)
+      multiple: true
+      options:
+        - AWS
+        - Azure
+        - GCP
+        - Kubernetes
+        - GitHub
+        - Microsoft 365
+        - Not applicable
+  - type: textarea
+    id: reproduce
+    attributes:
+      label: Steps to Reproduce
+      description: Steps to reproduce the behavior
+      placeholder: |-
+        1. What command are you running?
+        2. Cloud provider you are launching
+        3. Environment you have, like single account, multi-account, organizations, multi or single subscription, etc.
+        4. See error
+    validations:
+      required: true
+  - type: textarea
+    id: expected
+    attributes:
+      label: Expected behavior
+      description: A clear and concise description of what you expected to happen.
+    validations:
+      required: true
+  - type: textarea
+    id: actual
+    attributes:
+      label: Actual Result with Screenshots or Logs
+      description: If applicable, add screenshots to help explain your problem. Also, you can add logs (anonymize them first!). Here a command that may help to share a log `prowler <your arguments> --log-level ERROR --log-file $(date +%F)_error.log` then attach here the log file.
+    validations:
+      required: true
+  - type: dropdown
+    id: type
+    attributes:
+      label: How did you install Prowler?
+      options:
+        - Cloning the repository from github.com (git clone)
+        - From pip package (pip install prowler)
+        - From brew (brew install prowler)
+        - Docker (docker pull toniblyx/prowler)
+    validations:
+      required: true
+  - type: textarea
+    id: environment
+    attributes:
+      label: Environment Resource
+      description: From where are you running Prowler?
+      placeholder: |-
+        1. EC2 instance
+        2. Fargate task
+        3. Docker container locally
+        4. EKS
+        5. Cloud9
+        6. CodeBuild
+        7. Workstation
+        8. Other(please specify)
+    validations:
+      required: true
+  - type: textarea
+    id: os
+    attributes:
+      label: OS used
+      description: Which OS are you using?
+      placeholder: |-
+        1. Amazon Linux 2
+        2. MacOS
+        3. Alpine Linux
+        4. Windows
+        5. Other(please specify)
+    validations:
+      required: true
+  - type: input
+    id: prowler-version
+    attributes:
+      label: Prowler version
+      description: Which Prowler version are you using?
+      placeholder: |-
+        prowler --version
+    validations:
+      required: true
+  - type: input
+    id: python-version
+    attributes:
+      label: Python version
+      description: Which Python version are you using?
+      placeholder: |-
+        python --version
+    validations:
+      required: true
+  - type: input
+    id: pip-version
+    attributes:
+      label: Pip version
+      description: Which pip version are you using?
+      placeholder: |-
+        pip --version
+    validations:
+      required: true
+  - type: textarea
+    id: additional
+    attributes:
+      description: Additional context
+      label: Context
+    validations:
+      required: false

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,11 @@
+blank_issues_enabled: false
+contact_links:
+  - name: 📖 Documentation
+    url: https://docs.prowler.com
+    about: Check our comprehensive documentation for guides and tutorials
+  - name: 💬 GitHub Discussions
+    url: https://github.com/prowler-cloud/prowler/discussions
+    about: Ask questions and discuss with the community
+  - name: 🌟 Prowler Community
+    url: https://goto.prowler.com/slack
+    about: Join our community for support and updates

.github/ISSUE_TEMPLATE/feature-request.yml

@@ -0,0 +1,79 @@
+name: 💡 Feature Request
+description: Suggest an idea for this project
+labels: ["feature-request", "status/needs-triage"]
+
+body:
+  - type: checkboxes
+    id: search
+    attributes:
+      label: Feature search
+      options:
+        - label: I have searched the existing issues and this feature has not been requested yet or is already in our [Public Roadmap](https://roadmap.prowler.com/roadmap)
+          required: true
+  - type: dropdown
+    id: component
+    attributes:
+      label: Which component would this feature affect?
+      multiple: true
+      options:
+        - Prowler CLI/SDK
+        - Prowler API
+        - Prowler UI
+        - Prowler Dashboard
+        - Prowler MCP Server
+        - Documentation
+        - New component/Integration
+    validations:
+      required: true
+  - type: dropdown
+    id: provider
+    attributes:
+      label: Related to specific cloud provider?
+      multiple: true
+      options:
+        - AWS
+        - Azure
+        - GCP
+        - Kubernetes
+        - GitHub
+        - Microsoft 365
+        - All providers
+        - Not provider-specific
+  - type: textarea
+    id: Problem
+    attributes:
+      label: New feature motivation
+      description: Is your feature request related to a problem? Please describe
+      placeholder: |-
+        1. A clear and concise description of what the problem is. Ex. I'm always frustrated when
+    validations:
+      required: true
+  - type: textarea
+    id: Solution
+    attributes:
+      label: Solution Proposed
+      description: A clear and concise description of what you want to happen.
+    validations:
+      required: true
+  - type: textarea
+    id: use-case
+    attributes:
+      label: Use case and benefits
+      description: Who would benefit from this feature and how?
+      placeholder: This would help security teams by...
+    validations:
+      required: true
+  - type: textarea
+    id: Alternatives
+    attributes:
+      label: Describe alternatives you've considered
+      description: A clear and concise description of any alternative solutions or features you've considered.
+    validations:
+      required: true
+  - type: textarea
+    id: Context
+    attributes:
+      label: Additional context
+      description: Add any other context or screenshots about the feature request here.
+    validations:
+      required: false

.github/ISSUE_TEMPLATE/feature_request.md

@@ -1,20 +0,0 @@
----
-name: Feature request
-about: Suggest an idea for this project
-title: ''
-labels: enhancement, status/needs-triage
-assignees: ''
-
----
-
-**Is your feature request related to a problem? Please describe.**
-A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
-
-**Describe the solution you'd like**
-A clear and concise description of what you want to happen.
-
-**Describe alternatives you've considered**
-A clear and concise description of any alternative solutions or features you've considered.
-
-**Additional context**
-Add any other context or screenshots about the feature request here.

.github/actions/setup-python-poetry/action.yml

@@ -0,0 +1,93 @@
+name: 'Setup Python with Poetry'
+description: 'Setup Python environment with Poetry and install dependencies'
+author: 'Prowler'
+
+inputs:
+  python-version:
+    description: 'Python version to use'
+    required: true
+  working-directory:
+    description: 'Working directory for Poetry'
+    required: false
+    default: '.'
+  poetry-version:
+    description: 'Poetry version to install'
+    required: false
+    default: '2.1.1'
+  install-dependencies:
+    description: 'Install Python dependencies with Poetry'
+    required: false
+    default: 'true'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Replace @master with current branch in pyproject.toml (prowler repo only)
+      if: github.event_name == 'pull_request' && github.base_ref == 'master' && github.repository == 'prowler-cloud/prowler'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: |
+        BRANCH_NAME="${GITHUB_HEAD_REF:-${GITHUB_REF_NAME}}"
+        echo "Using branch: $BRANCH_NAME"
+        sed -i "s|@master|@$BRANCH_NAME|g" pyproject.toml
+
+    - name: Install poetry
+      shell: bash
+      run: |
+        python -m pip install --upgrade pip
+        pipx install poetry==${{ inputs.poetry-version }}
+
+    - name: Update poetry.lock with latest Prowler commit
+      if: github.repository_owner == 'prowler-cloud' && github.repository != 'prowler-cloud/prowler'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: |
+        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        echo "Latest commit hash: $LATEST_COMMIT"
+        sed -i '/url = "https:\/\/github\.com\/prowler-cloud\/prowler\.git"/,/resolved_reference = / {
+          s/resolved_reference = "[a-f0-9]\{40\}"/resolved_reference = "'"$LATEST_COMMIT"'"/
+        }' poetry.lock
+        echo "Updated resolved_reference:"
+        grep -A2 -B2 "resolved_reference" poetry.lock
+
+    - name: Update SDK resolved_reference to latest commit (prowler repo on push)
+      if: github.event_name == 'push' && github.ref == 'refs/heads/master' && github.repository == 'prowler-cloud/prowler'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: |
+        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        echo "Latest commit hash: $LATEST_COMMIT"
+        sed -i '/url = "https:\/\/github\.com\/prowler-cloud\/prowler\.git"/,/resolved_reference = / {
+          s/resolved_reference = "[a-f0-9]\{40\}"/resolved_reference = "'"$LATEST_COMMIT"'"/
+        }' poetry.lock
+        echo "Updated resolved_reference:"
+        grep -A2 -B2 "resolved_reference" poetry.lock
+
+    - name: Update poetry.lock (prowler repo only)
+      if: github.repository == 'prowler-cloud/prowler'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: poetry lock
+
+    - name: Set up Python ${{ inputs.python-version }}
+      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+      with:
+        python-version: ${{ inputs.python-version }}
+        cache: 'poetry'
+        cache-dependency-path: ${{ inputs.working-directory }}/poetry.lock
+
+    - name: Install Python dependencies
+      if: inputs.install-dependencies == 'true'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: |
+        poetry install --no-root
+        poetry run pip list
+
+    - name: Update Prowler Cloud API Client
+      if: github.repository_owner == 'prowler-cloud' && github.repository != 'prowler-cloud/prowler'
+      shell: bash
+      working-directory: ${{ inputs.working-directory }}
+      run: |
+        poetry remove prowler-cloud-api-client
+        poetry add ./prowler-cloud-api-client

.github/actions/slack-notification/README.md

@@ -0,0 +1,198 @@
+# Slack Notification Action
+
+A generic and flexible GitHub composite action for sending Slack notifications using JSON template files. Supports both standalone messages and message updates, with automatic status detection.
+
+## Features
+
+- **Template-based**: All messages use JSON template files for consistency
+- **Automatic status detection**: Pass `step-outcome` to auto-calculate success/failure
+- **Message updates**: Supports updating existing messages (using `chat.update`)
+- **Simple API**: Clean and minimal interface
+- **Reusable**: Use across all workflows and scenarios
+- **Maintainable**: Centralized message templates
+
+## Use Cases
+
+1. **Container releases**: Track push start and completion with automatic status
+2. **Deployments**: Track deployment progress with rich Block Kit formatting
+3. **Custom notifications**: Any scenario where you need to notify Slack
+
+## Inputs
+
+| Input | Description | Required | Default |
+|-------|-------------|----------|---------|
+| `slack-bot-token` | Slack bot token for authentication | Yes | - |
+| `payload-file-path` | Path to JSON file with the Slack message payload | Yes | - |
+| `update-ts` | Message timestamp to update (leave empty for new messages) | No | `''` |
+| `step-outcome` | Step outcome for automatic status detection (sets STATUS_EMOJI and STATUS_TEXT env vars) | No | `''` |
+
+## Outputs
+
+| Output | Description |
+|--------|-------------|
+| `ts` | Timestamp of the Slack message (use for updates) |
+
+## Usage Examples
+
+### Example 1: Container Release with Automatic Status Detection
+
+Using JSON template files with automatic status detection:
+
+```yaml
+# Send start notification
+- name: Notify container push started
+  if: github.event_name == 'release'
+  uses: ./.github/actions/slack-notification
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    RELEASE_TAG: ${{ env.RELEASE_TAG }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+# Do the work
+- name: Build and push container
+  if: github.event_name == 'release'
+  id: container-push
+  uses: docker/build-push-action@...
+  with:
+    push: true
+    tags: ...
+
+# Send completion notification with automatic status detection
+- name: Notify container push completed
+  if: github.event_name == 'release' && always()
+  uses: ./.github/actions/slack-notification
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    RELEASE_TAG: ${{ env.RELEASE_TAG }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+    step-outcome: ${{ steps.container-push.outcome }}
+```
+
+**Benefits:**
+- No status calculation needed in workflow
+- Reusable template files
+- Clean and concise
+- Automatic `STATUS_EMOJI` and `STATUS_TEXT` env vars set by action
+- Consistent message format across all workflows
+
+### Example 2: Deployment with Message Update Pattern
+
+```yaml
+# Send initial deployment message
+- name: Notify deployment started
+  id: slack-start
+  uses: ./.github/actions/slack-notification
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    ENVIRONMENT: PRODUCTION
+    COMMIT_HASH: ${{ github.sha }}
+    VERSION_DEPLOYED: latest
+    GITHUB_ACTOR: ${{ github.actor }}
+    GITHUB_WORKFLOW: ${{ github.workflow }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/deployment-started.json"
+
+# Run deployment
+- name: Deploy
+  id: deploy
+  run: terraform apply -auto-approve
+
+# Determine additional status variables
+- name: Determine deployment status
+  if: always()
+  id: deploy-status
+  run: |
+    if [[ "${{ steps.deploy.outcome }}" == "success" ]]; then
+      echo "STATUS_COLOR=28a745" >> $GITHUB_ENV
+      echo "STATUS=Completed" >> $GITHUB_ENV
+    else
+      echo "STATUS_COLOR=fc3434" >> $GITHUB_ENV
+      echo "STATUS=Failed" >> $GITHUB_ENV
+    fi
+
+# Update the same message with final status
+- name: Update deployment notification
+  if: always()
+  uses: ./.github/actions/slack-notification
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    MESSAGE_TS: ${{ steps.slack-start.outputs.ts }}
+    COMPONENT: API
+    ENVIRONMENT: PRODUCTION
+    COMMIT_HASH: ${{ github.sha }}
+    VERSION_DEPLOYED: latest
+    GITHUB_ACTOR: ${{ github.actor }}
+    GITHUB_WORKFLOW: ${{ github.workflow }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+    STATUS: ${{ env.STATUS }}
+    STATUS_COLOR: ${{ env.STATUS_COLOR }}
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    update-ts: ${{ steps.slack-start.outputs.ts }}
+    payload-file-path: "./.github/scripts/slack-messages/deployment-completed.json"
+    step-outcome: ${{ steps.deploy.outcome }}
+```
+
+## Automatic Status Detection
+
+When you provide `step-outcome` input, the action automatically sets these environment variables:
+
+| Outcome | STATUS_EMOJI | STATUS_TEXT |
+|---------|--------------|-------------|
+| success | `[✓]` | `completed successfully!` |
+| failure | `[✗]` | `failed` |
+
+These variables are then available in your payload template files.
+
+## Template File Format
+
+All template files must be valid JSON and support environment variable substitution. Example:
+
+```json
+{
+  "channel": "$SLACK_CHANNEL_ID",
+  "text": "$STATUS_EMOJI $COMPONENT container release $RELEASE_TAG push $STATUS_TEXT <$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID|View run>"
+}
+```
+
+See available templates in [`.github/scripts/slack-messages/`](../../scripts/slack-messages/).
+
+## Requirements
+
+- Slack Bot Token with scopes: `chat:write`, `chat:write.public`
+- Slack Channel ID where messages will be posted
+- JSON template files for your messages
+
+## Benefits
+
+- **Consistency**: All notifications use standardized templates
+- **Automatic status handling**: No need to calculate success/failure in workflows
+- **Clean workflows**: Minimal boilerplate code
+- **Reusable templates**: One template for all components
+- **Easy to maintain**: Change template once, applies everywhere
+- **Version controlled**: All message formats in git
+
+## Related Resources
+
+- [Slack Block Kit Builder](https://app.slack.com/block-kit-builder)
+- [Slack API Method Documentation](https://docs.slack.dev/tools/slack-github-action/sending-techniques/sending-data-slack-api-method/)
+- [Message templates documentation](../../scripts/slack-messages/README.md)

.github/actions/slack-notification/action.yml

@@ -0,0 +1,74 @@
+name: 'Slack Notification'
+description: 'Generic action to send Slack notifications with optional message updates and automatic status detection'
+inputs:
+  slack-bot-token:
+    description: 'Slack bot token for authentication'
+    required: true
+  payload-file-path:
+    description: 'Path to JSON file with the Slack message payload'
+    required: true
+  update-ts:
+    description: 'Message timestamp to update (only for updates, leave empty for new messages)'
+    required: false
+    default: ''
+  step-outcome:
+    description: 'Outcome of a step to determine status (success/failure) - automatically sets STATUS_TEXT and STATUS_COLOR env vars'
+    required: false
+    default: ''
+outputs:
+  ts:
+    description: 'Timestamp of the Slack message'
+    value: ${{ steps.slack-notification.outputs.ts }}
+runs:
+  using: 'composite'
+  steps:
+    - name: Determine status
+      id: status
+      shell: bash
+      run: |
+        if [[ "${{ inputs.step-outcome }}" == "success" ]]; then
+          echo "STATUS_TEXT=Completed" >> $GITHUB_ENV
+          echo "STATUS_COLOR=#6aa84f" >> $GITHUB_ENV
+        elif [[ "${{ inputs.step-outcome }}" == "failure" ]]; then
+          echo "STATUS_TEXT=Failed" >> $GITHUB_ENV
+          echo "STATUS_COLOR=#fc3434" >> $GITHUB_ENV
+        else
+          # No outcome provided - pending/in progress state
+          echo "STATUS_COLOR=#dbab09" >> $GITHUB_ENV
+        fi
+
+    - name: Send Slack notification (new message)
+      if: inputs.update-ts == ''
+      id: slack-notification-post
+      uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+      env:
+        SLACK_PAYLOAD_FILE_PATH: ${{ inputs.payload-file-path }}
+      with:
+        method: chat.postMessage
+        token: ${{ inputs.slack-bot-token }}
+        payload-file-path: ${{ inputs.payload-file-path }}
+        payload-templated: true
+        errors: true
+
+    - name: Update Slack notification
+      if: inputs.update-ts != ''
+      id: slack-notification-update
+      uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+      env:
+        SLACK_PAYLOAD_FILE_PATH: ${{ inputs.payload-file-path }}
+      with:
+        method: chat.update
+        token: ${{ inputs.slack-bot-token }}
+        payload-file-path: ${{ inputs.payload-file-path }}
+        payload-templated: true
+        errors: true
+
+    - name: Set output
+      id: slack-notification
+      shell: bash
+      run: |
+        if [[ "${{ inputs.update-ts }}" == "" ]]; then
+          echo "ts=${{ steps.slack-notification-post.outputs.ts }}" >> $GITHUB_OUTPUT
+        else
+          echo "ts=${{ inputs.update-ts }}" >> $GITHUB_OUTPUT
+        fi

.github/actions/trivy-scan/action.yml

@@ -0,0 +1,164 @@
+name: 'Container Security Scan with Trivy'
+description: 'Scans container images for vulnerabilities using Trivy and reports results'
+author: 'Prowler'
+
+inputs:
+  image-name:
+    description: 'Container image name to scan'
+    required: true
+  image-tag:
+    description: 'Container image tag to scan'
+    required: true
+    default: ${{ github.sha }}
+  severity:
+    description: 'Severities to scan for (comma-separated)'
+    required: false
+    default: 'CRITICAL,HIGH,MEDIUM,LOW'
+  fail-on-critical:
+    description: 'Fail the build if critical vulnerabilities are found'
+    required: false
+    default: 'false'
+  upload-sarif:
+    description: 'Upload results to GitHub Security tab'
+    required: false
+    default: 'true'
+  create-pr-comment:
+    description: 'Create a comment on the PR with scan results'
+    required: false
+    default: 'true'
+  artifact-retention-days:
+    description: 'Days to retain the Trivy report artifact'
+    required: false
+    default: '2'
+
+outputs:
+  critical-count:
+    description: 'Number of critical vulnerabilities found'
+    value: ${{ steps.security-check.outputs.critical }}
+  high-count:
+    description: 'Number of high vulnerabilities found'
+    value: ${{ steps.security-check.outputs.high }}
+  total-count:
+    description: 'Total number of vulnerabilities found'
+    value: ${{ steps.security-check.outputs.total }}
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Cache Trivy vulnerability database
+      uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+      with:
+        path: ~/.cache/trivy
+        key: trivy-db-${{ runner.os }}-${{ github.run_id }}
+        restore-keys: |
+          trivy-db-${{ runner.os }}-
+
+    - name: Run Trivy vulnerability scan (JSON)
+      uses: aquasecurity/trivy-action@b6643a29fecd7f34b3597bc6acb0a98b03d33ff8 # v0.33.1
+      with:
+        image-ref: ${{ inputs.image-name }}:${{ inputs.image-tag }}
+        format: 'json'
+        output: 'trivy-report.json'
+        severity: ${{ inputs.severity }}
+        exit-code: '0'
+        scanners: 'vuln'
+        timeout: '5m'
+
+    - name: Run Trivy vulnerability scan (SARIF)
+      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
+      uses: aquasecurity/trivy-action@b6643a29fecd7f34b3597bc6acb0a98b03d33ff8 # v0.33.1
+      with:
+        image-ref: ${{ inputs.image-name }}:${{ inputs.image-tag }}
+        format: 'sarif'
+        output: 'trivy-results.sarif'
+        severity: 'CRITICAL,HIGH'
+        exit-code: '0'
+        scanners: 'vuln'
+        timeout: '5m'
+
+    - name: Upload Trivy results to GitHub Security tab
+      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
+      uses: github/codeql-action/upload-sarif@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
+      with:
+        sarif_file: 'trivy-results.sarif'
+        category: 'trivy-container'
+
+    - name: Upload Trivy report artifact
+      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+      if: always()
+      with:
+        name: trivy-scan-report-${{ inputs.image-name }}-${{ inputs.image-tag }}
+        path: trivy-report.json
+        retention-days: ${{ inputs.artifact-retention-days }}
+
+    - name: Generate security summary
+      id: security-check
+      shell: bash
+      run: |
+        CRITICAL=$(jq '[.Results[]?.Vulnerabilities[]? | select(.Severity=="CRITICAL")] | length' trivy-report.json)
+        HIGH=$(jq '[.Results[]?.Vulnerabilities[]? | select(.Severity=="HIGH")] | length' trivy-report.json)
+        TOTAL=$(jq '[.Results[]?.Vulnerabilities[]?] | length' trivy-report.json)
+
+        echo "critical=$CRITICAL" >> $GITHUB_OUTPUT
+        echo "high=$HIGH" >> $GITHUB_OUTPUT
+        echo "total=$TOTAL" >> $GITHUB_OUTPUT
+
+        echo "### 🔒 Container Security Scan" >> $GITHUB_STEP_SUMMARY
+        echo "" >> $GITHUB_STEP_SUMMARY
+        echo "**Image:** \`${{ inputs.image-name }}:${{ inputs.image-tag }}\`" >> $GITHUB_STEP_SUMMARY
+        echo "" >> $GITHUB_STEP_SUMMARY
+        echo "- 🔴 Critical: $CRITICAL" >> $GITHUB_STEP_SUMMARY
+        echo "- 🟠 High: $HIGH" >> $GITHUB_STEP_SUMMARY
+        echo "- **Total**: $TOTAL" >> $GITHUB_STEP_SUMMARY
+
+    - name: Comment scan results on PR
+      if: inputs.create-pr-comment == 'true' && github.event_name == 'pull_request'
+      uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+      env:
+        IMAGE_NAME: ${{ inputs.image-name }}
+        GITHUB_SHA: ${{ inputs.image-tag }}
+        SEVERITY: ${{ inputs.severity }}
+      with:
+        script: |
+          const comment = require('./.github/scripts/trivy-pr-comment.js');
+
+          // Unique identifier to find our comment
+          const marker = '<!-- trivy-scan-comment:${{ inputs.image-name }} -->';
+          const body = marker + '\n' + comment;
+
+          // Find existing comment
+          const { data: comments } = await github.rest.issues.listComments({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            issue_number: context.issue.number,
+          });
+
+          const existingComment = comments.find(c => c.body?.includes(marker));
+
+          if (existingComment) {
+            // Update existing comment
+            await github.rest.issues.updateComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              comment_id: existingComment.id,
+              body: body
+            });
+            console.log('✅ Updated existing Trivy scan comment');
+          } else {
+            // Create new comment
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.issue.number,
+              body: body
+            });
+            console.log('✅ Created new Trivy scan comment');
+          }
+
+    - name: Check for critical vulnerabilities
+      if: inputs.fail-on-critical == 'true' && steps.security-check.outputs.critical != '0'
+      shell: bash
+      run: |
+        echo "::error::Found ${{ steps.security-check.outputs.critical }} critical vulnerabilities"
+        echo "::warning::Please update packages or use a different base image"
+        exit 1

.github/codeql/api-codeql-config.yml

@@ -0,0 +1,12 @@
+name: 'API: CodeQL Config'
+paths:
+  - 'api/'
+
+paths-ignore:
+  - 'api/tests/**'
+  - 'api/**/__pycache__/**'
+  - 'api/**/migrations/**'
+  - 'api/**/*.md'
+
+queries:
+  - uses: security-and-quality

.github/codeql/sdk-codeql-config.yml

@@ -0,0 +1,18 @@
+name: 'SDK: CodeQL Config'
+paths:
+  - 'prowler/'
+
+paths-ignore:
+  - 'api/'
+  - 'ui/'
+  - 'dashboard/'
+  - 'mcp_server/'
+  - 'tests/**'
+  - 'util/**'
+  - 'contrib/**'
+  - 'examples/**'
+  - 'prowler/**/__pycache__/**'
+  - 'prowler/**/*.md'
+
+queries:
+  - uses: security-and-quality

.github/codeql/ui-codeql-config.yml

@@ -0,0 +1,17 @@
+name: 'UI: CodeQL Config'
+paths:
+  - 'ui/'
+
+paths-ignore:
+  - 'ui/node_modules/**'
+  - 'ui/.next/**'
+  - 'ui/out/**'
+  - 'ui/tests/**'
+  - 'ui/**/*.test.ts'
+  - 'ui/**/*.test.tsx'
+  - 'ui/**/*.spec.ts'
+  - 'ui/**/*.spec.tsx'
+  - 'ui/**/*.md'
+
+queries:
+  - uses: security-and-quality

.github/dependabot.yml

@@ -0,0 +1,120 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  # v5
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+    open-pull-requests-limit: 25
+    target-branch: master
+    labels:
+      - "dependencies"
+      - "pip"
+
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # - package-ecosystem: "pip"
+  #   directory: "/api"
+  #   schedule:
+  #     interval: "daily"
+  #   open-pull-requests-limit: 10
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "component/api"
+
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+    open-pull-requests-limit: 25
+    target-branch: master
+    labels:
+      - "dependencies"
+      - "github_actions"
+
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # - package-ecosystem: "npm"
+  #   directory: "/ui"
+  #   schedule:
+  #     interval: "daily"
+  #   open-pull-requests-limit: 10
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "npm"
+  #     - "component/ui"
+
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+    open-pull-requests-limit: 25
+    target-branch: master
+    labels:
+      - "dependencies"
+      - "docker"
+
+  # Dependabot Updates are temporary disabled - 2025/04/15
+  # v4.6
+  # - package-ecosystem: "pip"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "v4"
+
+  # - package-ecosystem: "github-actions"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "github_actions"
+  #     - "v4"
+
+  # - package-ecosystem: "docker"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "docker"
+  #     - "v4"
+
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # v3
+  # - package-ecosystem: "pip"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v3
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "v3"
+
+  # - package-ecosystem: "github-actions"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v3
+  #   labels:
+  #     - "dependencies"
+  #     - "github_actions"
+  #     - "v3"

.github/labeler.yml

@@ -0,0 +1,134 @@
+documentation:
+  - changed-files:
+      - any-glob-to-any-file: "docs/**"
+
+provider/aws:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/aws/**"
+      - any-glob-to-any-file: "tests/providers/aws/**"
+
+provider/azure:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/azure/**"
+      - any-glob-to-any-file: "tests/providers/azure/**"
+
+provider/gcp:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/gcp/**"
+      - any-glob-to-any-file: "tests/providers/gcp/**"
+
+provider/kubernetes:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/kubernetes/**"
+      - any-glob-to-any-file: "tests/providers/kubernetes/**"
+
+provider/m365:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/m365/**"
+      - any-glob-to-any-file: "tests/providers/m365/**"
+
+provider/github:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/github/**"
+      - any-glob-to-any-file: "tests/providers/github/**"
+
+provider/iac:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/iac/**"
+      - any-glob-to-any-file: "tests/providers/iac/**"
+
+provider/mongodbatlas:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/mongodbatlas/**"
+      - any-glob-to-any-file: "tests/providers/mongodbatlas/**"
+
+provider/oci:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/oraclecloud/**"
+      - any-glob-to-any-file: "tests/providers/oraclecloud/**"
+
+github_actions:
+  - changed-files:
+      - any-glob-to-any-file: ".github/workflows/*"
+
+cli:
+  - changed-files:
+      - any-glob-to-any-file: "cli/**"
+
+mutelist:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/aws/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/azure/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/gcp/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/kubernetes/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/mongodbatlas/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/aws/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/azure/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/gcp/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/kubernetes/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/mongodbatlas/lib/mutelist/**"
+
+integration/s3:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/aws/lib/s3/**"
+      - any-glob-to-any-file: "tests/providers/aws/lib/s3/**"
+
+integration/slack:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/outputs/slack/**"
+      - any-glob-to-any-file: "tests/lib/outputs/slack/**"
+
+integration/security-hub:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/aws/lib/security_hub/**"
+      - any-glob-to-any-file: "tests/providers/aws/lib/security_hub/**"
+      - any-glob-to-any-file: "prowler/lib/outputs/asff/**"
+      - any-glob-to-any-file: "tests/lib/outputs/asff/**"
+
+output/html:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/outputs/html/**"
+      - any-glob-to-any-file: "tests/lib/outputs/html/**"
+
+output/asff:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/outputs/asff/**"
+      - any-glob-to-any-file: "tests/lib/outputs/asff/**"
+
+output/ocsf:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/outputs/ocsf/**"
+      - any-glob-to-any-file: "tests/lib/outputs/ocsf/**"
+
+output/csv:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/lib/outputs/csv/**"
+      - any-glob-to-any-file: "tests/lib/outputs/csv/**"
+
+component/api:
+  - changed-files:
+      - any-glob-to-any-file: "api/**"
+
+component/ui:
+  - changed-files:
+      - any-glob-to-any-file: "ui/**"
+
+component/mcp-server:
+  - changed-files:
+      - any-glob-to-any-file: "mcp_server/**"
+
+compliance:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/compliance/**"
+      - any-glob-to-any-file: "prowler/lib/outputs/compliance/**"
+      - any-glob-to-any-file: "tests/lib/outputs/compliance/**"
+
+review-django-migrations:
+  - changed-files:
+      - any-glob-to-any-file: "api/src/backend/api/migrations/**"
+
+metadata-review:
+  - changed-files:
+      - any-glob-to-any-file: "**/*.metadata.json"

.github/pull_request_template.md

@@ -1,12 +1,38 @@
-### Context 
+### Context
 
 Please include relevant motivation and context for this PR.
 
+If fixes an issue please add it with `Fix #XXXX`
 
 ### Description
 
 Please include a summary of the change and which issue is fixed. List any dependencies that are required for this change.
 
+### Steps to review
+
+Please add a detailed description of how to review this PR.
+
+### Checklist
+
+- Are there new checks included in this PR? Yes / No
+    - If so, do we need to update permissions for the provider? Please review this carefully.
+- [ ] Review if the code is being covered by tests.
+- [ ] Review if code is being documented following this specification https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings
+- [ ] Review if backport is needed.
+- [ ] Review if is needed to change the [Readme.md](https://github.com/prowler-cloud/prowler/blob/master/README.md)
+- [ ] Ensure new entries are added to [CHANGELOG.md](https://github.com/prowler-cloud/prowler/blob/master/prowler/CHANGELOG.md), if applicable.
+
+#### UI
+- [ ] All issue/task requirements work as expected on the UI
+- [ ] Screenshots/Video of the functionality flow (if applicable) - Mobile (X < 640px)
+- [ ] Screenshots/Video of the functionality flow (if applicable) - Table (640px > X < 1024px)
+- [ ] Screenshots/Video of the functionality flow (if applicable) - Desktop (X > 1024px)
+- [ ] Ensure new entries are added to [CHANGELOG.md](https://github.com/prowler-cloud/prowler/blob/master/ui/CHANGELOG.md), if applicable.
+
+#### API
+- [ ] Verify if API specs need to be regenerated.
+- [ ] Check if version updates are required (e.g., specs, Poetry, etc.).
+- [ ] Ensure new entries are added to [CHANGELOG.md](https://github.com/prowler-cloud/prowler/blob/master/api/CHANGELOG.md), if applicable.
 
 ### License
 

.github/scripts/slack-messages/README.md

@@ -0,0 +1,462 @@
+# Slack Message Templates
+
+This directory contains reusable message templates for Slack notifications sent from GitHub Actions workflows.
+
+## Usage
+
+These JSON templates are used with the `slackapi/slack-github-action` using the Slack API method (`chat.postMessage` and `chat.update`). All templates support rich Block Kit formatting and message updates.
+
+### Available Templates
+
+**Container Releases**
+- `container-release-started.json`: Simple one-line notification when container push starts
+- `container-release-completed.json`: Simple one-line notification when container release completes
+
+**Deployments**
+- `deployment-started.json`: Deployment start notification with Block Kit formatting
+- `deployment-completed.json`: Deployment completion notification (updates the start message)
+
+All templates use the Slack API method and require a Slack Bot Token.
+
+## Setup Requirements
+
+1. Create a Slack App (or use existing)
+2. Add Bot Token Scopes: `chat:write`, `chat:write.public`
+3. Install the app to your workspace
+4. Get the Bot Token from OAuth & Permissions page
+5. Add secrets:
+   - `SLACK_BOT_TOKEN`: Your bot token
+   - `SLACK_CHANNEL_ID`: The channel ID where messages will be posted
+
+Reference: [Sending data using a Slack API method](https://docs.slack.dev/tools/slack-github-action/sending-techniques/sending-data-slack-api-method/)
+
+## Environment Variables
+
+### Required Secrets (GitHub Secrets)
+- `SLACK_BOT_TOKEN`: Passed as `token` parameter to the action (not as env variable)
+- `SLACK_CHANNEL_ID`: Used in payload as env variable
+
+### Container Release Variables (configured as env)
+- `COMPONENT`: Component name (e.g., "API", "SDK", "UI", "MCP")
+- `RELEASE_TAG` / `PROWLER_VERSION`: The release tag or version being deployed
+- `GITHUB_SERVER_URL`: Provided by GitHub context
+- `GITHUB_REPOSITORY`: Provided by GitHub context
+- `GITHUB_RUN_ID`: Provided by GitHub context
+- `STATUS_EMOJI`: Status symbol (calculated: `[✓]` for success, `[✗]` for failure)
+- `STATUS_TEXT`: Status text (calculated: "completed successfully!" or "failed")
+
+### Deployment Variables (configured as env)
+- `COMPONENT`: Component name (e.g., "API", "SDK", "UI", "MCP")
+- `ENVIRONMENT`: Environment name (e.g., "DEVELOPMENT", "PRODUCTION")
+- `COMMIT_HASH`: Commit hash being deployed
+- `VERSION_DEPLOYED`: Version being deployed
+- `GITHUB_ACTOR`: User who triggered the workflow
+- `GITHUB_WORKFLOW`: Workflow name
+- `GITHUB_SERVER_URL`: Provided by GitHub context
+- `GITHUB_REPOSITORY`: Provided by GitHub context
+- `GITHUB_RUN_ID`: Provided by GitHub context
+
+All other variables (MESSAGE_TS, STATUS, STATUS_COLOR, STATUS_EMOJI, etc.) are calculated internally within the workflow and should NOT be configured as environment variables.
+
+## Example Workflow Usage
+
+### Using the Generic Slack Notification Action (Recommended)
+
+**Recommended approach**: Use the generic reusable action `.github/actions/slack-notification` which provides maximum flexibility:
+
+#### Example 1: Container Release (Start + Completion)
+
+```yaml
+# Send start notification
+- name: Notify container push started
+  if: github.event_name == 'release'
+  uses: ./.github/actions/slack-notification
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload: |
+      {
+        "channel": "${{ secrets.SLACK_CHANNEL_ID }}",
+        "text": "API container release ${{ env.RELEASE_TAG }} push started... <${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|View run>"
+      }
+
+# Build and push container
+- name: Build and push container
+  if: github.event_name == 'release'
+  id: container-push
+  uses: docker/build-push-action@...
+  with:
+    push: true
+    tags: ...
+
+# Calculate status
+- name: Determine push status
+  if: github.event_name == 'release' && always()
+  id: push-status
+  run: |
+    if [[ "${{ steps.container-push.outcome }}" == "success" ]]; then
+      echo "emoji=[✓]" >> $GITHUB_OUTPUT
+      echo "text=completed successfully!" >> $GITHUB_OUTPUT
+    else
+      echo "emoji=[✗]" >> $GITHUB_OUTPUT
+      echo "text=failed" >> $GITHUB_OUTPUT
+    fi
+
+# Send completion notification
+- name: Notify container push completed
+  if: github.event_name == 'release' && always()
+  uses: ./.github/actions/slack-notification
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload: |
+      {
+        "channel": "${{ secrets.SLACK_CHANNEL_ID }}",
+        "text": "${{ steps.push-status.outputs.emoji }} API container release ${{ env.RELEASE_TAG }} push ${{ steps.push-status.outputs.text }} <${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|View run>"
+      }
+```
+
+#### Example 2: Simple One-Time Message
+
+```yaml
+- name: Send notification
+  uses: ./.github/actions/slack-notification
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload: |
+      {
+        "channel": "${{ secrets.SLACK_CHANNEL_ID }}",
+        "text": "Deployment completed successfully!"
+      }
+```
+
+#### Example 3: Deployment with Message Update Pattern
+
+```yaml
+# Send initial deployment message
+- name: Notify deployment started
+  id: slack-start
+  uses: ./.github/actions/slack-notification
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload: |
+      {
+        "channel": "${{ secrets.SLACK_CHANNEL_ID }}",
+        "text": "API deployment to PRODUCTION started",
+        "attachments": [
+          {
+            "color": "dbab09",
+            "blocks": [
+              {
+                "type": "header",
+                "text": {
+                  "type": "plain_text",
+                  "text": "API | Deployment to PRODUCTION"
+                }
+              },
+              {
+                "type": "section",
+                "fields": [
+                  {
+                    "type": "mrkdwn",
+                    "text": "*Status:*\nIn Progress"
+                  }
+                ]
+              }
+            ]
+          }
+        ]
+      }
+
+# Run deployment
+- name: Deploy
+  id: deploy
+  run: terraform apply -auto-approve
+
+# Calculate status
+- name: Determine status
+  if: always()
+  id: status
+  run: |
+    if [[ "${{ steps.deploy.outcome }}" == "success" ]]; then
+      echo "color=28a745" >> $GITHUB_OUTPUT
+      echo "emoji=[✓]" >> $GITHUB_OUTPUT
+      echo "status=Completed" >> $GITHUB_OUTPUT
+    else
+      echo "color=fc3434" >> $GITHUB_OUTPUT
+      echo "emoji=[✗]" >> $GITHUB_OUTPUT
+      echo "status=Failed" >> $GITHUB_OUTPUT
+    fi
+
+# Update the same message with final status
+- name: Update deployment notification
+  if: always()
+  uses: ./.github/actions/slack-notification
+  with:
+    slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+    update-ts: ${{ steps.slack-start.outputs.ts }}
+    payload: |
+      {
+        "channel": "${{ secrets.SLACK_CHANNEL_ID }}",
+        "ts": "${{ steps.slack-start.outputs.ts }}",
+        "text": "${{ steps.status.outputs.emoji }} API deployment to PRODUCTION ${{ steps.status.outputs.status }}",
+        "attachments": [
+          {
+            "color": "${{ steps.status.outputs.color }}",
+            "blocks": [
+              {
+                "type": "header",
+                "text": {
+                  "type": "plain_text",
+                  "text": "API | Deployment to PRODUCTION"
+                }
+              },
+              {
+                "type": "section",
+                "fields": [
+                  {
+                    "type": "mrkdwn",
+                    "text": "*Status:*\n${{ steps.status.outputs.emoji }} ${{ steps.status.outputs.status }}"
+                  }
+                ]
+              }
+            ]
+          }
+        ]
+      }
+```
+
+**Benefits of using the generic action:**
+- Maximum flexibility: Build any payload you need directly in the workflow
+- No template files needed: Everything inline
+- Supports all scenarios: one-time messages, start/update patterns, rich Block Kit
+- Easy to customize per use case
+- Generic: Works for containers, deployments, or any notification type
+
+For more details, see [Slack Notification Action](../../actions/slack-notification/README.md).
+
+### Using Message Templates (Alternative Approach)
+
+Simple one-line notifications for container releases:
+
+```yaml
+# Step 1: Notify when push starts
+- name: Notify container push started
+  if: github.event_name == 'release'
+  uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    RELEASE_TAG: ${{ env.RELEASE_TAG }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+  with:
+    method: chat.postMessage
+    token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+# Step 2: Build and push container
+- name: Build and push container
+  id: container-push
+  uses: docker/build-push-action@...
+  with:
+    push: true
+    tags: ...
+
+# Step 3: Determine push status
+- name: Determine push status
+  if: github.event_name == 'release' && always()
+  id: push-status
+  run: |
+    if [[ "${{ steps.container-push.outcome }}" == "success" ]]; then
+      echo "status-emoji=[✓]" >> $GITHUB_OUTPUT
+      echo "status-text=completed successfully!" >> $GITHUB_OUTPUT
+    else
+      echo "status-emoji=[✗]" >> $GITHUB_OUTPUT
+      echo "status-text=failed" >> $GITHUB_OUTPUT
+    fi
+
+# Step 4: Notify when push completes (success or failure)
+- name: Notify container push completed
+  if: github.event_name == 'release' && always()
+  uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    RELEASE_TAG: ${{ env.RELEASE_TAG }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+    STATUS_EMOJI: ${{ steps.push-status.outputs.status-emoji }}
+    STATUS_TEXT: ${{ steps.push-status.outputs.status-text }}
+  with:
+    method: chat.postMessage
+    token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+```
+
+### Deployment with Update Pattern
+
+For deployments that start with one message and update it with the final status:
+
+```yaml
+# Step 1: Send deployment start notification
+- name: Notify Deployment Start
+  id: slack-notification-start
+  uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    COMPONENT: API
+    ENVIRONMENT: PRODUCTION
+    COMMIT_HASH: ${{ github.sha }}
+    VERSION_DEPLOYED: latest
+    GITHUB_ACTOR: ${{ github.actor }}
+    GITHUB_WORKFLOW: ${{ github.workflow }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+  with:
+    method: chat.postMessage
+    token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/deployment-started.json"
+
+# Step 2: Run your deployment steps
+- name: Terraform Plan
+  id: terraform-plan
+  run: terraform plan
+
+- name: Terraform Apply
+  id: terraform-apply
+  run: terraform apply -auto-approve
+
+# Step 3: Determine status (calculated internally, not configured)
+- name: Determine Status
+  if: always()
+  id: determine-status
+  run: |
+    if [[ "${{ steps.terraform-apply.outcome }}" == "success" ]]; then
+      echo "status=Completed" >> $GITHUB_OUTPUT
+      echo "status-color=28a745" >> $GITHUB_OUTPUT
+      echo "status-emoji=[✓]" >> $GITHUB_OUTPUT
+      echo "plan-emoji=[✓]" >> $GITHUB_OUTPUT
+      echo "apply-emoji=[✓]" >> $GITHUB_OUTPUT
+    elif [[ "${{ steps.terraform-plan.outcome }}" == "failure" || "${{ steps.terraform-apply.outcome }}" == "failure" ]]; then
+      echo "status=Failed" >> $GITHUB_OUTPUT
+      echo "status-color=fc3434" >> $GITHUB_OUTPUT
+      echo "status-emoji=[✗]" >> $GITHUB_OUTPUT
+      if [[ "${{ steps.terraform-plan.outcome }}" == "failure" ]]; then
+        echo "plan-emoji=[✗]" >> $GITHUB_OUTPUT
+      else
+        echo "plan-emoji=[✓]" >> $GITHUB_OUTPUT
+      fi
+      if [[ "${{ steps.terraform-apply.outcome }}" == "failure" ]]; then
+        echo "apply-emoji=[✗]" >> $GITHUB_OUTPUT
+      else
+        echo "apply-emoji=[✓]" >> $GITHUB_OUTPUT
+      fi
+    else
+      echo "status=Failed" >> $GITHUB_OUTPUT
+      echo "status-color=fc3434" >> $GITHUB_OUTPUT
+      echo "status-emoji=[✗]" >> $GITHUB_OUTPUT
+      echo "plan-emoji=[?]" >> $GITHUB_OUTPUT
+      echo "apply-emoji=[?]" >> $GITHUB_OUTPUT
+    fi
+
+# Step 4: Update the same Slack message (using calculated values)
+- name: Notify Deployment Result
+  if: always()
+  uses: slackapi/slack-github-action@91efab103c0de0a537f72a35f6b8cda0ee76bf0a # v2.1.1
+  env:
+    SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}
+    MESSAGE_TS: ${{ steps.slack-notification-start.outputs.ts }}
+    COMPONENT: API
+    ENVIRONMENT: PRODUCTION
+    COMMIT_HASH: ${{ github.sha }}
+    VERSION_DEPLOYED: latest
+    GITHUB_ACTOR: ${{ github.actor }}
+    GITHUB_WORKFLOW: ${{ github.workflow }}
+    GITHUB_SERVER_URL: ${{ github.server_url }}
+    GITHUB_REPOSITORY: ${{ github.repository }}
+    GITHUB_RUN_ID: ${{ github.run_id }}
+    STATUS: ${{ steps.determine-status.outputs.status }}
+    STATUS_COLOR: ${{ steps.determine-status.outputs.status-color }}
+    STATUS_EMOJI: ${{ steps.determine-status.outputs.status-emoji }}
+    PLAN_EMOJI: ${{ steps.determine-status.outputs.plan-emoji }}
+    APPLY_EMOJI: ${{ steps.determine-status.outputs.apply-emoji }}
+    TERRAFORM_PLAN_OUTCOME: ${{ steps.terraform-plan.outcome }}
+    TERRAFORM_APPLY_OUTCOME: ${{ steps.terraform-apply.outcome }}
+  with:
+    method: chat.update
+    token: ${{ secrets.SLACK_BOT_TOKEN }}
+    payload-file-path: "./.github/scripts/slack-messages/deployment-completed.json"
+```
+
+**Note**: Variables like `STATUS`, `STATUS_COLOR`, `STATUS_EMOJI`, `PLAN_EMOJI`, `APPLY_EMOJI` are calculated by the `determine-status` step based on the outcomes of previous steps. They should NOT be manually configured.
+
+## Key Features
+
+### Benefits of Using Slack API Method
+
+- **Rich Block Kit Formatting**: Full support for Slack's Block Kit including headers, sections, fields, colors, and attachments
+- **Message Updates**: Update the same message instead of posting multiple messages (using `chat.update` with `ts`)
+- **Consistent Experience**: Same look and feel as Prowler Cloud notifications
+- **Flexible**: Easy to customize message appearance by editing JSON templates
+
+### Differences from Webhook Method
+
+| Feature | webhook-trigger | Slack API (chat.postMessage) |
+|---------|-----------------|------------------------------|
+| Setup | Workflow Builder webhook | Slack Bot Token + Channel ID |
+| Formatting | Plain text/simple | Full Block Kit support |
+| Message Update | No | Yes (with chat.update) |
+| Authentication | Webhook URL | Bot Token |
+| Scopes Required | None | chat:write, chat:write.public |
+
+## Message Appearance
+
+### Container Release (Simple One-Line)
+
+**Start message:**
+```
+API container release 4.5.0 push started... View run
+```
+
+**Completion message (success):**
+```
+[✓] API container release 4.5.0 push completed successfully! View run
+```
+
+**Completion message (failure):**
+```
+[✗] API container release 4.5.0 push failed View run
+```
+
+All messages are simple one-liners with a clickable "View run" link. The completion message adapts to show success `[✓]` or failure `[✗]` based on the outcome of the container push.
+
+### Deployment Start
+- Header: Component and environment
+- Yellow bar (color: `dbab09`)
+- Status: In Progress
+- Details: Commit, version, actor, workflow
+- Link: Direct link to deployment run
+
+### Deployment Completion
+- Header: Component and environment
+- Green bar for success (color: `28a745`) / Red bar for failure (color: `fc3434`)
+- Status: [✓] Completed or [✗] Failed
+- Details: All deployment info plus terraform outcomes
+- Link: Direct link to deployment run
+
+## Adding New Templates
+
+1. Create a new JSON file with Block Kit structure
+2. Use environment variable placeholders (e.g., `$VAR_NAME`)
+3. Include `channel` and `text` fields (required)
+4. Add `blocks` or `attachments` for rich formatting
+5. For update templates, include `ts` field as `$MESSAGE_TS`
+6. Document the template in this README
+7. Reference it in your workflow using `payload-file-path`
+
+## Reference
+
+- [Slack Block Kit Builder](https://app.slack.com/block-kit-builder)
+- [Slack API Method Documentation](https://docs.slack.dev/tools/slack-github-action/sending-techniques/sending-data-slack-api-method/)

.github/scripts/slack-messages/container-release-completed.json

@@ -0,0 +1,18 @@
+{
+  "channel": "${{ env.SLACK_CHANNEL_ID }}",
+  "ts": "${{ env.MESSAGE_TS }}",
+  "attachments": [
+    {
+      "color": "${{ env.STATUS_COLOR }}",
+      "blocks": [
+        {
+          "type": "section",
+          "text": {
+            "type": "mrkdwn",
+            "text": "*Status:*\n${{ env.STATUS_TEXT }}\n\n${{ env.COMPONENT }} container release ${{ env.RELEASE_TAG }} push ${{ env.STATUS_TEXT }}\n\n<${{ env.GITHUB_SERVER_URL }}/${{ env.GITHUB_REPOSITORY }}/actions/runs/${{ env.GITHUB_RUN_ID }}|View run>"
+          }
+        }
+      ]
+    }
+  ]
+}

.github/scripts/slack-messages/container-release-started.json

@@ -0,0 +1,17 @@
+{
+  "channel": "${{ env.SLACK_CHANNEL_ID }}",
+  "attachments": [
+    {
+      "color": "${{ env.STATUS_COLOR }}",
+      "blocks": [
+        {
+          "type": "section",
+          "text": {
+            "type": "mrkdwn",
+            "text": "*Status:*\nStarted\n\n${{ env.COMPONENT }} container release ${{ env.RELEASE_TAG }} push started...\n\n<${{ env.GITHUB_SERVER_URL }}/${{ env.GITHUB_REPOSITORY }}/actions/runs/${{ env.GITHUB_RUN_ID }}|View run>"
+          }
+        }
+      ]
+    }
+  ]
+}

.github/scripts/trivy-pr-comment.js

@@ -0,0 +1,102 @@
+const fs = require('fs');
+
+// Configuration from environment variables
+const REPORT_FILE = process.env.TRIVY_REPORT_FILE || 'trivy-report.json';
+const IMAGE_NAME = process.env.IMAGE_NAME || 'container-image';
+const GITHUB_SHA = process.env.GITHUB_SHA || 'unknown';
+const GITHUB_REPOSITORY = process.env.GITHUB_REPOSITORY || '';
+const GITHUB_RUN_ID = process.env.GITHUB_RUN_ID || '';
+const SEVERITY = process.env.SEVERITY || 'CRITICAL,HIGH,MEDIUM,LOW';
+
+// Parse severities to scan
+const scannedSeverities = SEVERITY.split(',').map(s => s.trim());
+
+// Read and parse the Trivy report
+const report = JSON.parse(fs.readFileSync(REPORT_FILE, 'utf-8'));
+
+let vulnCount = 0;
+let vulnsByType = { CRITICAL: 0, HIGH: 0, MEDIUM: 0, LOW: 0 };
+let affectedPackages = new Set();
+
+if (report.Results && Array.isArray(report.Results)) {
+    for (const result of report.Results) {
+        if (result.Vulnerabilities && Array.isArray(result.Vulnerabilities)) {
+            for (const vuln of result.Vulnerabilities) {
+                vulnCount++;
+                if (vulnsByType[vuln.Severity] !== undefined) {
+                    vulnsByType[vuln.Severity]++;
+                }
+                if (vuln.PkgName) {
+                    affectedPackages.add(vuln.PkgName);
+                }
+            }
+        }
+    }
+}
+
+const shortSha = GITHUB_SHA.substring(0, 7);
+const timestamp = new Date().toISOString().replace('T', ' ').substring(0, 19) + ' UTC';
+
+// Severity icons and labels
+const severityConfig = {
+    CRITICAL: { icon: '🔴', label: 'Critical' },
+    HIGH: { icon: '🟠', label: 'High' },
+    MEDIUM: { icon: '🟡', label: 'Medium' },
+    LOW: { icon: '🔵', label: 'Low' }
+};
+
+let comment = '## 🔒 Container Security Scan\n\n';
+comment += `**Image:** \`${IMAGE_NAME}:${shortSha}\`\n`;
+comment += `**Last scan:** ${timestamp}\n\n`;
+
+if (vulnCount === 0) {
+    comment += '### ✅ No Vulnerabilities Detected\n\n';
+    comment += 'The container image passed all security checks. No known CVEs were found.\n';
+} else {
+    comment += '### 📊 Vulnerability Summary\n\n';
+    comment += '| Severity | Count |\n';
+    comment += '|----------|-------|\n';
+
+    // Only show severities that were scanned
+    for (const severity of scannedSeverities) {
+        const config = severityConfig[severity];
+        const count = vulnsByType[severity] || 0;
+        const isBold = (severity === 'CRITICAL' || severity === 'HIGH') && count > 0;
+        const countDisplay = isBold ? `**${count}**` : count;
+        comment += `| ${config.icon} ${config.label} | ${countDisplay} |\n`;
+    }
+
+    comment += `| **Total** | **${vulnCount}** |\n\n`;
+
+    if (affectedPackages.size > 0) {
+        comment += `**${affectedPackages.size}** package(s) affected\n\n`;
+    }
+
+    if (vulnsByType.CRITICAL > 0) {
+        comment += '### ⚠️ Action Required\n\n';
+        comment += '**Critical severity vulnerabilities detected.** These should be addressed before merging:\n';
+        comment += '- Review the detailed scan results\n';
+        comment += '- Update affected packages to patched versions\n';
+        comment += '- Consider using a different base image if updates are unavailable\n\n';
+    } else if (vulnsByType.HIGH > 0) {
+        comment += '### ⚠️ Attention Needed\n\n';
+        comment += '**High severity vulnerabilities found.** Please review and plan remediation:\n';
+        comment += '- Assess the risk and exploitability\n';
+        comment += '- Prioritize updates in the next maintenance cycle\n\n';
+    } else {
+        comment += '### ℹ️ Review Recommended\n\n';
+        comment += 'Medium/Low severity vulnerabilities found. Consider addressing during regular maintenance.\n\n';
+    }
+}
+
+comment += '---\n';
+comment += '📋 **Resources:**\n';
+
+if (GITHUB_REPOSITORY && GITHUB_RUN_ID) {
+    comment += `- [Download full report](https://github.com/${GITHUB_REPOSITORY}/actions/runs/${GITHUB_RUN_ID}) (see artifacts)\n`;
+}
+
+comment += '- [View in Security tab](https://github.com/' + (GITHUB_REPOSITORY || 'repository') + '/security/code-scanning)\n';
+comment += '- Scanned with [Trivy](https://github.com/aquasecurity/trivy)\n';
+
+module.exports = comment;

.github/workflows/api-code-quality.yml

@@ -0,0 +1,71 @@
+name: 'API: Code Quality'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  API_WORKING_DIR: ./api
+
+jobs:
+  api-code-quality:
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        python-version:
+          - '3.12'
+    defaults:
+      run:
+        working-directory: ./api
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for API changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            api/**
+            .github/workflows/api-code-quality.yml
+          files_ignore: |
+            api/docs/**
+            api/README.md
+            api/CHANGELOG.md
+
+      - name: Setup Python with Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/setup-python-poetry
+        with:
+          python-version: ${{ matrix.python-version }}
+          working-directory: ./api
+
+      - name: Poetry check
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry check --lock
+
+      - name: Ruff lint
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run ruff check . --exclude contrib
+
+      - name: Ruff format
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run ruff format --check . --exclude contrib
+
+      - name: Pylint
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run pylint --disable=W,C,R,E -j 0 -rn -sn src/

.github/workflows/api-codeql.yml

@@ -0,0 +1,56 @@
+name: 'API: CodeQL'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'api/**'
+      - '.github/workflows/api-codeql.yml'
+      - '.github/codeql/api-codeql-config.yml'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'api/**'
+      - '.github/workflows/api-codeql.yml'
+      - '.github/codeql/api-codeql-config.yml'
+  schedule:
+    - cron: '00 12 * * *'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  api-analyze:
+    name: CodeQL Security Analysis
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language:
+          - 'python'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          languages: ${{ matrix.language }}
+          config-file: ./.github/codeql/api-codeql-config.yml
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          category: '/language:${{ matrix.language }}'

.github/workflows/api-container-build-push.yml

@@ -0,0 +1,215 @@
+name: 'API: Container Build and Push'
+
+on:
+  push:
+    branches:
+      - 'master'
+    paths:
+      - 'api/**'
+      - 'prowler/**'
+      - '.github/workflows/api-container-build-push.yml'
+  release:
+    types:
+      - 'published'
+  workflow_dispatch:
+    inputs:
+      release_tag:
+        description: 'Release tag (e.g., 5.14.0)'
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: false
+
+env:
+  # Tags
+  LATEST_TAG: latest
+  RELEASE_TAG: ${{ github.event.release.tag_name || inputs.release_tag }}
+  STABLE_TAG: stable
+  WORKING_DIRECTORY: ./api
+
+  # Container registries
+  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
+  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-api
+
+jobs:
+  setup:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
+    steps:
+      - name: Calculate short SHA
+        id: set-short-sha
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+
+  notify-release-started:
+    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: setup
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      message-ts: ${{ steps.slack-notification.outputs.ts }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Notify container push started
+        id: slack-notification
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: API
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+  container-build-push:
+    needs: [setup, notify-release-started]
+    if: always() && needs.setup.result == 'success' && (needs.notify-release-started.result == 'success' || needs.notify-release-started.result == 'skipped')
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Login to DockerHub
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build and push API container for ${{ matrix.arch }}
+        id: container-push
+        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.WORKING_DIRECTORY }}
+          push: true
+          platforms: ${{ matrix.platform }}
+          tags: |
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+  # Create and push multi-architecture manifest
+  create-manifest:
+    needs: [setup, container-build-push]
+    if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Login to DockerHub
+        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772 # v3.4.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Create and push manifests for push event
+        if: github.event_name == 'push'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Create and push manifests for release event
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.RELEASE_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Install regctl
+        if: always()
+        uses: regclient/actions/regctl-installer@f61d18f46c86af724a9c804cb9ff2a6fec741c7c # main
+
+      - name: Cleanup intermediate architecture tags
+        if: always()
+        run: |
+          echo "Cleaning up intermediate tags..."
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64" || true
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64" || true
+          echo "Cleanup completed"
+
+  notify-release-completed:
+    if: always() && needs.notify-release-started.result == 'success' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: [setup, notify-release-started, container-build-push, create-manifest]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Determine overall outcome
+        id: outcome
+        run: |
+          if [[ "${{ needs.container-build-push.result }}" == "success" && "${{ needs.create-manifest.result }}" == "success" ]]; then
+            echo "outcome=success" >> $GITHUB_OUTPUT
+          else
+            echo "outcome=failure" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Notify container push completed
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          MESSAGE_TS: ${{ needs.notify-release-started.outputs.message-ts }}
+          COMPONENT: API
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+          step-outcome: ${{ steps.outcome.outputs.outcome }}
+          update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
+
+  trigger-deployment:
+    if: github.event_name == 'push'
+    needs: [setup, container-build-push]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+
+    steps:
+      - name: Trigger API deployment
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.CLOUD_DISPATCH }}
+          event-type: api-prowler-deployment
+          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

.github/workflows/api-container-checks.yml

@@ -0,0 +1,101 @@
+name: 'API: Container Checks'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  API_WORKING_DIR: ./api
+  IMAGE_NAME: prowler-api
+
+jobs:
+  api-dockerfile-lint:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check if Dockerfile changed
+        id: dockerfile-changed
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: api/Dockerfile
+
+      - name: Lint Dockerfile with Hadolint
+        if: steps.dockerfile-changed.outputs.any_changed == 'true'
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
+        with:
+          dockerfile: api/Dockerfile
+          ignore: DL3013
+
+  api-container-build-and-scan:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      security-events: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for API changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: api/**
+          files_ignore: |
+            api/docs/**
+            api/README.md
+            api/CHANGELOG.md
+
+      - name: Set up Docker Buildx
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build container for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.API_WORKING_DIR }}
+          push: false
+          load: true
+          platforms: ${{ matrix.platform }}
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+      - name: Scan container with Trivy for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}-${{ matrix.arch }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/api-security.yml

@@ -0,0 +1,69 @@
+name: 'API: Security'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  API_WORKING_DIR: ./api
+
+jobs:
+  api-security-scans:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        python-version:
+          - '3.12'
+    defaults:
+      run:
+        working-directory: ./api
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for API changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            api/**
+            .github/workflows/api-security.yml
+          files_ignore: |
+            api/docs/**
+            api/README.md
+            api/CHANGELOG.md
+
+      - name: Setup Python with Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/setup-python-poetry
+        with:
+          python-version: ${{ matrix.python-version }}
+          working-directory: ./api
+
+      - name: Bandit
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run bandit -q -lll -x '*_test.py,./contrib/' -r .
+
+      - name: Safety
+        if: steps.check-changes.outputs.any_changed == 'true'
+        # 76352, 76353, 77323 come from SDK, but they cannot upgrade it yet. It does not affect API
+        # TODO: Botocore needs urllib3 1.X so we need to ignore these vulnerabilities 77744,77745. Remove this once we upgrade to urllib3 2.X
+        run: poetry run safety check --ignore 70612,66963,74429,76352,76353,77323,77744,77745
+
+      - name: Vulture
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run vulture --exclude "contrib,tests,conftest.py" --min-confidence 100 .

.github/workflows/api-tests.yml

@@ -0,0 +1,107 @@
+name: 'API: Tests'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  POSTGRES_HOST: localhost
+  POSTGRES_PORT: 5432
+  POSTGRES_ADMIN_USER: prowler
+  POSTGRES_ADMIN_PASSWORD: S3cret
+  POSTGRES_USER: prowler_user
+  POSTGRES_PASSWORD: prowler
+  POSTGRES_DB: postgres-db
+  VALKEY_HOST: localhost
+  VALKEY_PORT: 6379
+  VALKEY_DB: 0
+  API_WORKING_DIR: ./api
+
+jobs:
+  api-tests:
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        python-version:
+          - '3.12'
+    defaults:
+      run:
+        working-directory: ./api
+
+    services:
+      postgres:
+        image: postgres
+        env:
+          POSTGRES_HOST: ${{ env.POSTGRES_HOST }}
+          POSTGRES_PORT: ${{ env.POSTGRES_PORT }}
+          POSTGRES_USER: ${{ env.POSTGRES_USER }}
+          POSTGRES_PASSWORD: ${{ env.POSTGRES_PASSWORD }}
+          POSTGRES_DB: ${{ env.POSTGRES_DB }}
+        ports:
+          - 5432:5432
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+      valkey:
+        image: valkey/valkey:7-alpine3.19
+        env:
+          VALKEY_HOST: ${{ env.VALKEY_HOST }}
+          VALKEY_PORT: ${{ env.VALKEY_PORT }}
+          VALKEY_DB: ${{ env.VALKEY_DB }}
+        ports:
+          - 6379:6379
+        options: >-
+          --health-cmd "valkey-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for API changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            api/**
+            .github/workflows/api-tests.yml
+          files_ignore: |
+            api/docs/**
+            api/README.md
+            api/CHANGELOG.md
+
+      - name: Setup Python with Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/setup-python-poetry
+        with:
+          python-version: ${{ matrix.python-version }}
+          working-directory: ./api
+
+      - name: Run tests with pytest
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run pytest --cov=./src/backend --cov-report=xml src/backend
+
+      - name: Upload coverage reports to Codecov
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: api

.github/workflows/backport.yml

@@ -0,0 +1,52 @@
+name: 'Tools: Backport'
+
+on:
+  pull_request_target:
+    branches:
+      - 'master'
+    types:
+      - 'labeled'
+      - 'closed'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: false
+
+env:
+  BACKPORT_LABEL_PREFIX: backport-to-
+  BACKPORT_LABEL_IGNORE: was-backported
+
+jobs:
+  backport:
+    if: github.event.pull_request.merged == true && !(contains(github.event.pull_request.labels.*.name, 'backport')) && !(contains(github.event.pull_request.labels.*.name, 'was-backported'))
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: write
+      pull-requests: write
+
+    steps:
+      - name: Check labels
+        id: label_check
+        uses: agilepathway/label-checker@c3d16ad512e7cea5961df85ff2486bb774caf3c5 # v1.6.65
+        with:
+          allow_failure: true
+          prefix_mode: true
+          any_of: ${{ env.BACKPORT_LABEL_PREFIX }}
+          none_of: ${{ env.BACKPORT_LABEL_IGNORE }}
+          repo_token: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Backport PR
+        if: steps.label_check.outputs.label_check == 'success'
+        uses: sorenlouv/backport-github-action@516854e7c9f962b9939085c9a92ea28411d1ae90 # v10.2.0
+        with:
+          github_token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          auto_backport_label_prefix: ${{ env.BACKPORT_LABEL_PREFIX }}
+
+      - name: Display backport info log
+        if: success() && steps.label_check.outputs.label_check == 'success'
+        run: cat ~/.backport/backport.info.log
+
+      - name: Display backport debug log
+        if: failure() && steps.label_check.outputs.label_check == 'success'
+        run: cat ~/.backport/backport.debug.log

.github/workflows/comment-label-update.yml

@@ -0,0 +1,39 @@
+name: 'Tools: Comment Label Update'
+
+on:
+  issue_comment:
+    types:
+      - 'created'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.issue.number }}
+  cancel-in-progress: false
+
+jobs:
+  update-labels:
+    if: contains(github.event.issue.labels.*.name, 'status/awaiting-response')
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      issues: write
+      pull-requests: write
+
+    steps:
+      - name: Remove 'status/awaiting-response' label
+        env:
+          GH_TOKEN: ${{ github.token }}
+          ISSUE_NUMBER: ${{ github.event.issue.number }}
+        run: |
+          echo "Removing 'status/awaiting-response' label from #$ISSUE_NUMBER"
+          gh api /repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels/status%2Fawaiting-response \
+            -X DELETE
+
+      - name: Add 'status/waiting-for-revision' label
+        env:
+          GH_TOKEN: ${{ github.token }}
+          ISSUE_NUMBER: ${{ github.event.issue.number }}
+        run: |
+          echo "Adding 'status/waiting-for-revision' label to #$ISSUE_NUMBER"
+          gh api /repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels \
+            -X POST \
+            -f labels[]='status/waiting-for-revision'

.github/workflows/conventional-commit.yml

@@ -0,0 +1,31 @@
+name: 'Tools: Conventional Commit'
+
+on:
+  pull_request:
+    branches:
+      - 'master'
+      - 'v3'
+      - 'v4.*'
+      - 'v5.*'
+    types:
+      - 'opened'
+      - 'edited'
+      - 'synchronize'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  conventional-commit-check:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: read
+
+    steps:
+      - name: Check PR title format
+        uses: agenthunt/conventional-commit-checker-action@f1823f632e95a64547566dcd2c7da920e67117ad # v2.0.1
+        with:
+          pr-title-regex: '^(feat|fix|docs|style|refactor|perf|test|chore|build|ci|revert)(\([^)]+\))?!?: .+'

.github/workflows/create-backport-label.yml

@@ -0,0 +1,70 @@
+name: 'Tools: Backport Label'
+
+on:
+  release:
+    types:
+      - 'published'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.release.tag_name }}
+  cancel-in-progress: false
+
+env:
+  BACKPORT_LABEL_PREFIX: backport-to-
+  BACKPORT_LABEL_COLOR: B60205
+
+jobs:
+  create-label:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      issues: write
+
+    steps:
+      - name: Create backport label for minor releases
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          RELEASE_TAG="${{ github.event.release.tag_name }}"
+
+          if [ -z "$RELEASE_TAG" ]; then
+            echo "Error: No release tag provided"
+            exit 1
+          fi
+
+          echo "Processing release tag: $RELEASE_TAG"
+
+          # Remove 'v' prefix if present (e.g., v3.2.0 -> 3.2.0)
+          VERSION_ONLY="${RELEASE_TAG#v}"
+
+          # Check if it's a minor version (X.Y.0)
+          if [[ "$VERSION_ONLY" =~ ^([0-9]+)\.([0-9]+)\.0$ ]]; then
+            echo "Release $RELEASE_TAG (version $VERSION_ONLY) is a minor version. Proceeding to create backport label."
+
+            # Extract X.Y from X.Y.0 (e.g., 5.6 from 5.6.0)
+            MAJOR="${BASH_REMATCH[1]}"
+            MINOR="${BASH_REMATCH[2]}"
+            TWO_DIGIT_VERSION="${MAJOR}.${MINOR}"
+
+            LABEL_NAME="${BACKPORT_LABEL_PREFIX}v${TWO_DIGIT_VERSION}"
+            LABEL_DESC="Backport PR to the v${TWO_DIGIT_VERSION} branch"
+            LABEL_COLOR="$BACKPORT_LABEL_COLOR"
+
+            echo "Label name: $LABEL_NAME"
+            echo "Label description: $LABEL_DESC"
+
+            # Check if label already exists
+            if gh label list --repo ${{ github.repository }} --limit 1000 | grep -q "^${LABEL_NAME}[[:space:]]"; then
+              echo "Label '$LABEL_NAME' already exists."
+            else
+              echo "Label '$LABEL_NAME' does not exist. Creating it..."
+              gh label create "$LABEL_NAME" \
+                --description "$LABEL_DESC" \
+                --color "$LABEL_COLOR" \
+                --repo ${{ github.repository }}
+              echo "Label '$LABEL_NAME' created successfully."
+            fi
+          else
+            echo "Release $RELEASE_TAG (version $VERSION_ONLY) is not a minor version. Skipping backport label creation."
+          fi

.github/workflows/find-secrets.yml

@@ -0,0 +1,33 @@
+name: 'Tools: TruffleHog'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  scan-secrets:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          fetch-depth: 0
+
+      - name: Scan for secrets with TruffleHog
+        uses: trufflesecurity/trufflehog@b84c3d14d189e16da175e2c27fa8136603783ffc # v3.90.12
+        with:
+          extra_args: '--results=verified,unknown'

.github/workflows/labeler.yml

@@ -0,0 +1,92 @@
+name: 'Tools: PR Labeler'
+
+on:
+  pull_request_target:
+    branches:
+      - 'master'
+      - 'v5.*'
+    types:
+      - 'opened'
+      - 'reopened'
+      - 'synchronize'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  labeler:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+
+    steps:
+      - name: Apply labels to PR
+        uses: actions/labeler@634933edcd8ababfe52f92936142cc22ac488b1b # v6.0.1
+        with:
+          sync-labels: true
+
+  label-community:
+    name: Add 'community' label if the PR is from a community contributor
+    needs: labeler
+    if: github.repository == 'prowler-cloud/prowler' && github.event.action == 'opened'
+    runs-on: ubuntu-latest
+    permissions:
+      pull-requests: write
+
+    steps:
+      - name: Check if author is org member
+        id: check_membership
+        env:
+          AUTHOR: ${{ github.event.pull_request.user.login }}
+        run: |
+          # Hardcoded list of prowler-cloud organization members
+          # This list includes members who have set their organization membership as private
+          ORG_MEMBERS=(
+            "AdriiiPRodri"
+            "Alan-TheGentleman"
+            "alejandrobailo"
+            "amitsharm"
+            "andoniaf"
+            "cesararroba"
+            "Chan9390"
+            "danibarranqueroo"
+            "HugoPBrito"
+            "jfagoagas"
+            "josemazo"
+            "lydiavilchez"
+            "mmuller88"
+            "MrCloudSec"
+            "pedrooot"
+            "prowler-bot"
+            "puchy22"
+            "rakan-pro"
+            "RosaRivasProwler"
+            "StylusFrost"
+            "toniblyx"
+            "vicferpoy"
+          )
+
+          echo "Checking if $AUTHOR is a member of prowler-cloud organization"
+
+          # Check if author is in the org members list
+          if printf '%s\n' "${ORG_MEMBERS[@]}" | grep -q "^${AUTHOR}$"; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+            echo "$AUTHOR is an organization member"
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+            echo "$AUTHOR is not an organization member"
+          fi
+
+      - name: Add community label
+        if: steps.check_membership.outputs.is_member == 'false'
+        env:
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          GH_TOKEN: ${{ github.token }}
+        run: |
+          echo "Adding 'community' label to PR #$PR_NUMBER"
+          gh api /repos/${{ github.repository }}/issues/${{ github.event.number }}/labels \
+            -X POST \
+            -f labels[]='community'

.github/workflows/mcp-container-build-push.yml

@@ -0,0 +1,221 @@
+name: 'MCP: Container Build and Push'
+
+on:
+  push:
+    branches:
+      - 'master'
+    paths:
+      - 'mcp_server/**'
+      - '.github/workflows/mcp-container-build-push.yml'
+  release:
+    types:
+      - 'published'
+  workflow_dispatch:
+    inputs:
+      release_tag:
+        description: 'Release tag (e.g., 5.14.0)'
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: false
+
+env:
+  # Tags
+  LATEST_TAG: latest
+  RELEASE_TAG: ${{ github.event.release.tag_name || inputs.release_tag }}
+  STABLE_TAG: stable
+  WORKING_DIRECTORY: ./mcp_server
+
+  # Container registries
+  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
+  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-mcp
+
+jobs:
+  setup:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
+    steps:
+      - name: Calculate short SHA
+        id: set-short-sha
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+
+  notify-release-started:
+    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: setup
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      message-ts: ${{ steps.slack-notification.outputs.ts }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Notify container push started
+        id: slack-notification
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: MCP
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+  container-build-push:
+    needs: [setup, notify-release-started]
+    if: always() && needs.setup.result == 'success' && (needs.notify-release-started.result == 'success' || needs.notify-release-started.result == 'skipped')
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Login to DockerHub
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build and push MCP container for ${{ matrix.arch }}
+        id: container-push
+        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.WORKING_DIRECTORY }}
+          push: true
+          platforms: ${{ matrix.platform }}
+          tags: |
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
+          labels: |
+            org.opencontainers.image.title=Prowler MCP Server
+            org.opencontainers.image.description=Model Context Protocol server for Prowler
+            org.opencontainers.image.vendor=ProwlerPro, Inc.
+            org.opencontainers.image.source=https://github.com/${{ github.repository }}
+            org.opencontainers.image.revision=${{ github.sha }}
+            org.opencontainers.image.created=${{ github.event_name == 'release' && github.event.release.published_at || github.event.head_commit.timestamp }}
+            ${{ github.event_name == 'release' && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+  # Create and push multi-architecture manifest
+  create-manifest:
+    needs: [setup, container-build-push]
+    if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Login to DockerHub
+        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772 # v3.4.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Create and push manifests for push event
+        if: github.event_name == 'push'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Create and push manifests for release event
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.RELEASE_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Install regctl
+        if: always()
+        uses: regclient/actions/regctl-installer@main
+
+      - name: Cleanup intermediate architecture tags
+        if: always()
+        run: |
+          echo "Cleaning up intermediate tags..."
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64" || true
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64" || true
+          echo "Cleanup completed"
+
+  notify-release-completed:
+    if: always() && needs.notify-release-started.result == 'success' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: [setup, notify-release-started, container-build-push, create-manifest]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Determine overall outcome
+        id: outcome
+        run: |
+          if [[ "${{ needs.container-build-push.result }}" == "success" && "${{ needs.create-manifest.result }}" == "success" ]]; then
+            echo "outcome=success" >> $GITHUB_OUTPUT
+          else
+            echo "outcome=failure" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Notify container push completed
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          MESSAGE_TS: ${{ needs.notify-release-started.outputs.message-ts }}
+          COMPONENT: MCP
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+          step-outcome: ${{ steps.outcome.outputs.outcome }}
+          update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
+
+  trigger-deployment:
+    if: github.event_name == 'push'
+    needs: [setup, container-build-push]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+
+    steps:
+      - name: Trigger MCP deployment
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.CLOUD_DISPATCH }}
+          event-type: mcp-prowler-deployment
+          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

.github/workflows/mcp-container-checks.yml

@@ -0,0 +1,99 @@
+name: 'MCP: Container Checks'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  MCP_WORKING_DIR: ./mcp_server
+  IMAGE_NAME: prowler-mcp
+
+jobs:
+  mcp-dockerfile-lint:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check if Dockerfile changed
+        id: dockerfile-changed
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: mcp_server/Dockerfile
+
+      - name: Lint Dockerfile with Hadolint
+        if: steps.dockerfile-changed.outputs.any_changed == 'true'
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
+        with:
+          dockerfile: mcp_server/Dockerfile
+
+  mcp-container-build-and-scan:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      security-events: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for MCP changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: mcp_server/**
+          files_ignore: |
+            mcp_server/README.md
+            mcp_server/CHANGELOG.md
+
+      - name: Set up Docker Buildx
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build MCP container for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.MCP_WORKING_DIR }}
+          push: false
+          load: true
+          platforms: ${{ matrix.platform }}
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+      - name: Scan MCP container with Trivy for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}-${{ matrix.arch }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/pr-check-changelog.yml

@@ -0,0 +1,103 @@
+name: 'Tools: Check Changelog'
+
+on:
+  pull_request:
+    types:
+      - 'opened'
+      - 'synchronize'
+      - 'reopened'
+      - 'labeled'
+      - 'unlabeled'
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  check-changelog:
+    if: contains(github.event.pull_request.labels.*.name, 'no-changelog') == false
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+    env:
+      MONITORED_FOLDERS: 'api ui prowler mcp_server'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          fetch-depth: 0
+
+      - name: Get changed files
+        id: changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            api/**
+            ui/**
+            prowler/**
+            mcp_server/**
+
+      - name: Check for folder changes and changelog presence
+        id: check-folders
+        run: |
+          missing_changelogs=""
+
+          # Check api folder
+          if [[ "${{ steps.changed-files.outputs.any_changed }}" == "true" ]]; then
+            for folder in $MONITORED_FOLDERS; do
+              # Get files changed in this folder
+              changed_in_folder=$(echo "${{ steps.changed-files.outputs.all_changed_files }}" | tr ' ' '\n' | grep "^${folder}/" || true)
+
+              if [ -n "$changed_in_folder" ]; then
+                echo "Detected changes in ${folder}/"
+
+                # Check if CHANGELOG.md was updated
+                if ! echo "$changed_in_folder" | grep -q "^${folder}/CHANGELOG.md$"; then
+                  echo "No changelog update found for ${folder}/"
+                  missing_changelogs="${missing_changelogs}- \`${folder}\`"$'\n'
+                fi
+              fi
+            done
+          fi
+
+          {
+            echo "missing_changelogs<<EOF"
+            echo -e "${missing_changelogs}"
+            echo "EOF"
+          } >> $GITHUB_OUTPUT
+
+      - name: Find existing changelog comment
+        if: github.event.pull_request.head.repo.full_name == github.repository
+        id: find-comment
+        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          comment-author: 'github-actions[bot]'
+          body-includes: '<!-- changelog-check -->'
+
+      - name: Update PR comment with changelog status
+        if: github.event.pull_request.head.repo.full_name == github.repository
+        uses: peter-evans/create-or-update-comment@e8674b075228eee787fea43ef493e45ece1004c9 # v5.0.0
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          comment-id: ${{ steps.find-comment.outputs.comment-id }}
+          edit-mode: replace
+          body: |
+            <!-- changelog-check -->
+            ${{ steps.check-folders.outputs.missing_changelogs != '' && format('⚠️ **Changes detected in the following folders without a corresponding update to the `CHANGELOG.md`:**
+
+            {0}
+
+            Please add an entry to the corresponding `CHANGELOG.md` file to maintain a clear history of changes.', steps.check-folders.outputs.missing_changelogs) || '✅ All necessary `CHANGELOG.md` files have been updated.' }}
+
+      - name: Fail if changelog is missing
+        if: steps.check-folders.outputs.missing_changelogs != ''
+        run: |
+          echo "::error::Missing changelog updates in some folders"
+          exit 1

.github/workflows/pr-conflict-checker.yml

@@ -0,0 +1,123 @@
+name: 'Tools: PR Conflict Checker'
+
+on:
+  pull_request_target:
+    types:
+      - 'opened'
+      - 'synchronize'
+      - 'reopened'
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+jobs:
+  check-conflicts:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+
+    steps:
+      - name: Checkout PR head
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          fetch-depth: 0
+
+      - name: Get changed files
+        id: changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: '**'
+
+      - name: Check for conflict markers
+        id: conflict-check
+        run: |
+          echo "Checking for conflict markers in changed files..."
+
+          CONFLICT_FILES=""
+          HAS_CONFLICTS=false
+
+          # Check each changed file for conflict markers
+          for file in ${{ steps.changed-files.outputs.all_changed_files }}; do
+            if [ -f "$file" ]; then
+              echo "Checking file: $file"
+
+              # Look for conflict markers (more precise regex)
+              if grep -qE '^(<<<<<<<|=======|>>>>>>>)' "$file" 2>/dev/null; then
+                echo "Conflict markers found in: $file"
+                CONFLICT_FILES="${CONFLICT_FILES}- \`${file}\`"$'\n'
+                HAS_CONFLICTS=true
+              fi
+            fi
+          done
+
+          if [ "$HAS_CONFLICTS" = true ]; then
+            echo "has_conflicts=true" >> $GITHUB_OUTPUT
+            {
+              echo "conflict_files<<EOF"
+              echo "$CONFLICT_FILES"
+              echo "EOF"
+            } >> $GITHUB_OUTPUT
+            echo "Conflict markers detected"
+          else
+            echo "has_conflicts=false" >> $GITHUB_OUTPUT
+            echo "No conflict markers found in changed files"
+          fi
+
+      - name: Manage conflict label
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          HAS_CONFLICTS: ${{ steps.conflict-check.outputs.has_conflicts }}
+        run: |
+          LABEL_NAME="has-conflicts"
+
+          # Add or remove label based on conflict status
+          if [ "$HAS_CONFLICTS" = "true" ]; then
+            echo "Adding conflict label to PR #${PR_NUMBER}..."
+            gh pr edit "$PR_NUMBER" --add-label "$LABEL_NAME" --repo ${{ github.repository }} || true
+          else
+            echo "Removing conflict label from PR #${PR_NUMBER}..."
+            gh pr edit "$PR_NUMBER" --remove-label "$LABEL_NAME" --repo ${{ github.repository }} || true
+          fi
+
+      - name: Find existing comment
+        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+        id: find-comment
+        with:
+          issue-number: ${{ github.event.pull_request.number }}
+          comment-author: 'github-actions[bot]'
+          body-includes: '<!-- conflict-checker-comment -->'
+
+      - name: Create or update comment
+        uses: peter-evans/create-or-update-comment@e8674b075228eee787fea43ef493e45ece1004c9 # v5.0.0
+        with:
+          comment-id: ${{ steps.find-comment.outputs.comment-id }}
+          issue-number: ${{ github.event.pull_request.number }}
+          edit-mode: replace
+          body: |
+            <!-- conflict-checker-comment -->
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && '⚠️ **Conflict Markers Detected**' || '✅ **Conflict Markers Resolved**' }}
+
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && format('This pull request contains unresolved conflict markers in the following files:
+
+            {0}
+
+            Please resolve these conflicts by:
+            1. Locating the conflict markers: `<<<<<<<`, `=======`, and `>>>>>>>`
+            2. Manually editing the files to resolve the conflicts
+            3. Removing all conflict markers
+            4. Committing and pushing the changes', steps.conflict-check.outputs.conflict_files) || 'All conflict markers have been successfully resolved in this pull request.' }}
+
+      - name: Fail workflow if conflicts detected
+        if: steps.conflict-check.outputs.has_conflicts == 'true'
+        run: |
+          echo "::error::Workflow failed due to conflict markers detected in the PR"
+          exit 1

.github/workflows/pr-merged.yml

@@ -0,0 +1,46 @@
+name: 'Tools: PR Merged'
+
+on:
+  pull_request_target:
+    branches:
+      - 'master'
+    types:
+      - 'closed'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: false
+
+jobs:
+  trigger-cloud-pull-request:
+    if: github.event.pull_request.merged == true && github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+    steps:
+      - name: Calculate short commit SHA
+        id: vars
+        run: |
+          SHORT_SHA="${{ github.event.pull_request.merge_commit_sha }}"
+          echo "SHORT_SHA=${SHORT_SHA::7}" >> $GITHUB_ENV
+
+      - name: Trigger Cloud repository pull request
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.CLOUD_DISPATCH }}
+          event-type: prowler-pull-request-merged
+          client-payload: |
+            {
+              "PROWLER_COMMIT_SHA": "${{ github.event.pull_request.merge_commit_sha }}",
+              "PROWLER_COMMIT_SHORT_SHA": "${{ env.SHORT_SHA }}",
+              "PROWLER_PR_NUMBER": "${{ github.event.pull_request.number }}",
+              "PROWLER_PR_TITLE": ${{ toJson(github.event.pull_request.title) }},
+              "PROWLER_PR_LABELS": ${{ toJson(github.event.pull_request.labels.*.name) }},
+              "PROWLER_PR_BODY": ${{ toJson(github.event.pull_request.body) }},
+              "PROWLER_PR_URL": ${{ toJson(github.event.pull_request.html_url) }},
+              "PROWLER_PR_MERGED_BY": "${{ github.event.pull_request.merged_by.login }}",
+              "PROWLER_PR_BASE_BRANCH": "${{ github.event.pull_request.base.ref }}",
+              "PROWLER_PR_HEAD_BRANCH": "${{ github.event.pull_request.head.ref }}"
+            }

.github/workflows/prepare-release.yml

@@ -0,0 +1,390 @@
+name: 'Tools: Prepare Release'
+
+run-name: 'Prepare Release for Prowler ${{ inputs.prowler_version }}'
+
+on:
+  workflow_dispatch:
+    inputs:
+      prowler_version:
+        description: 'Prowler version to release (e.g., 5.9.0)'
+        required: true
+        type: string
+
+concurrency:
+  group: ${{ github.workflow }}-${{ inputs.prowler_version }}
+  cancel-in-progress: false
+
+env:
+  PROWLER_VERSION: ${{ inputs.prowler_version }}
+
+jobs:
+  prepare-release:
+    if: github.event_name == 'workflow_dispatch' && github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      contents: write
+      pull-requests: write
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      with:
+        fetch-depth: 0
+        token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+
+    - name: Set up Python
+      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+      with:
+        python-version: '3.12'
+
+    - name: Install Poetry
+      run: |
+        python3 -m pip install --user poetry==2.1.1
+        echo "$HOME/.local/bin" >> $GITHUB_PATH
+
+    - name: Configure Git
+      run: |
+        git config --global user.name 'prowler-bot'
+        git config --global user.email '179230569+prowler-bot@users.noreply.github.com'
+
+    - name: Parse version and determine branch
+      run: |
+        # Validate version format (reusing pattern from sdk-bump-version.yml)
+        if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
+          MAJOR_VERSION=${BASH_REMATCH[1]}
+          MINOR_VERSION=${BASH_REMATCH[2]}
+          PATCH_VERSION=${BASH_REMATCH[3]}
+
+          # Export version components to environment
+          echo "MAJOR_VERSION=${MAJOR_VERSION}" >> "${GITHUB_ENV}"
+          echo "MINOR_VERSION=${MINOR_VERSION}" >> "${GITHUB_ENV}"
+          echo "PATCH_VERSION=${PATCH_VERSION}" >> "${GITHUB_ENV}"
+
+          # Determine branch name (format: v5.9)
+          BRANCH_NAME="v${MAJOR_VERSION}.${MINOR_VERSION}"
+          echo "BRANCH_NAME=${BRANCH_NAME}" >> "${GITHUB_ENV}"
+
+          echo "Prowler version: $PROWLER_VERSION"
+          echo "Branch name: $BRANCH_NAME"
+          echo "Is minor release: $([ $PATCH_VERSION -eq 0 ] && echo 'true' || echo 'false')"
+        else
+          echo "Invalid version syntax: '$PROWLER_VERSION' (must be N.N.N)" >&2
+          exit 1
+        fi
+
+    - name: Checkout release branch
+      run: |
+        echo "Checking out branch $BRANCH_NAME for release $PROWLER_VERSION..."
+        if git show-ref --verify --quiet "refs/heads/$BRANCH_NAME"; then
+          echo "Branch $BRANCH_NAME exists locally, checking out..."
+          git checkout "$BRANCH_NAME"
+        elif git show-ref --verify --quiet "refs/remotes/origin/$BRANCH_NAME"; then
+          echo "Branch $BRANCH_NAME exists remotely, checking out..."
+          git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"
+        else
+          echo "ERROR: Branch $BRANCH_NAME does not exist. For minor releases (X.Y.0), create it manually first. For patch releases (X.Y.Z), the branch should already exist."
+          exit 1
+        fi
+
+    - name: Read changelog versions from release branch
+      run: |
+        # Function to extract the version for a specific Prowler release from changelog
+        # This looks for entries with "(Prowler X.Y.Z)" to find the released version
+        extract_version_for_release() {
+          local changelog_file="$1"
+          local prowler_version="$2"
+          if [ -f "$changelog_file" ]; then
+            # Extract version that matches this Prowler release
+            # Format: ## [version] (Prowler X.Y.Z) or ## [vversion] (Prowler vX.Y.Z)
+            local version=$(grep '^## \[' "$changelog_file" | grep "(Prowler v\?${prowler_version})" | head -1 | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
+            echo "$version"
+          else
+            echo ""
+          fi
+        }
+
+        # Read versions from changelogs for this specific Prowler release
+        SDK_VERSION=$(extract_version_for_release "prowler/CHANGELOG.md" "$PROWLER_VERSION")
+        API_VERSION=$(extract_version_for_release "api/CHANGELOG.md" "$PROWLER_VERSION")
+        UI_VERSION=$(extract_version_for_release "ui/CHANGELOG.md" "$PROWLER_VERSION")
+        MCP_VERSION=$(extract_version_for_release "mcp_server/CHANGELOG.md" "$PROWLER_VERSION")
+
+        echo "SDK_VERSION=${SDK_VERSION}" >> "${GITHUB_ENV}"
+        echo "API_VERSION=${API_VERSION}" >> "${GITHUB_ENV}"
+        echo "UI_VERSION=${UI_VERSION}" >> "${GITHUB_ENV}"
+        echo "MCP_VERSION=${MCP_VERSION}" >> "${GITHUB_ENV}"
+
+        if [ -n "$SDK_VERSION" ]; then
+          echo "✓ SDK version for Prowler $PROWLER_VERSION: $SDK_VERSION"
+        else
+          echo "ℹ No SDK version found for Prowler $PROWLER_VERSION in prowler/CHANGELOG.md"
+        fi
+
+        if [ -n "$API_VERSION" ]; then
+          echo "✓ API version for Prowler $PROWLER_VERSION: $API_VERSION"
+        else
+          echo "ℹ No API version found for Prowler $PROWLER_VERSION in api/CHANGELOG.md"
+        fi
+
+        if [ -n "$UI_VERSION" ]; then
+          echo "✓ UI version for Prowler $PROWLER_VERSION: $UI_VERSION"
+        else
+          echo "ℹ No UI version found for Prowler $PROWLER_VERSION in ui/CHANGELOG.md"
+        fi
+
+        if [ -n "$MCP_VERSION" ]; then
+          echo "✓ MCP version for Prowler $PROWLER_VERSION: $MCP_VERSION"
+        else
+          echo "ℹ No MCP version found for Prowler $PROWLER_VERSION in mcp_server/CHANGELOG.md"
+        fi
+
+    - name: Extract and combine changelog entries
+      run: |
+        set -e
+
+        # Function to extract changelog for a specific version
+        extract_changelog() {
+          local file="$1"
+          local version="$2"
+          local output_file="$3"
+
+          if [ ! -f "$file" ]; then
+            echo "Warning: $file not found, skipping..."
+            touch "$output_file"
+            return
+          fi
+
+          # Extract changelog section for this version
+          awk -v version="$version" '
+            /^## \[v?'"$version"'\]/ { found=1; next }
+            found && /^## \[v?[0-9]+\.[0-9]+\.[0-9]+\]/ { found=0 }
+            found && !/^## \[v?'"$version"'\]/ { print }
+          ' "$file" > "$output_file"
+
+          # Remove --- separators
+          sed -i '/^---$/d' "$output_file"
+        }
+
+        # Determine if components have changes for this specific release
+        if [ -n "$SDK_VERSION" ]; then
+          echo "HAS_SDK_CHANGES=true" >> $GITHUB_ENV
+          HAS_SDK_CHANGES="true"
+          echo "✓ SDK changes detected - version: $SDK_VERSION"
+          extract_changelog "prowler/CHANGELOG.md" "$SDK_VERSION" "prowler_changelog.md"
+        else
+          echo "HAS_SDK_CHANGES=false" >> $GITHUB_ENV
+          HAS_SDK_CHANGES="false"
+          echo "ℹ No SDK changes for this release"
+          touch "prowler_changelog.md"
+        fi
+
+        if [ -n "$API_VERSION" ]; then
+          echo "HAS_API_CHANGES=true" >> $GITHUB_ENV
+          HAS_API_CHANGES="true"
+          echo "✓ API changes detected - version: $API_VERSION"
+          extract_changelog "api/CHANGELOG.md" "$API_VERSION" "api_changelog.md"
+        else
+          echo "HAS_API_CHANGES=false" >> $GITHUB_ENV
+          HAS_API_CHANGES="false"
+          echo "ℹ No API changes for this release"
+          touch "api_changelog.md"
+        fi
+
+        if [ -n "$UI_VERSION" ]; then
+          echo "HAS_UI_CHANGES=true" >> $GITHUB_ENV
+          HAS_UI_CHANGES="true"
+          echo "✓ UI changes detected - version: $UI_VERSION"
+          extract_changelog "ui/CHANGELOG.md" "$UI_VERSION" "ui_changelog.md"
+        else
+          echo "HAS_UI_CHANGES=false" >> $GITHUB_ENV
+          HAS_UI_CHANGES="false"
+          echo "ℹ No UI changes for this release"
+          touch "ui_changelog.md"
+        fi
+
+        if [ -n "$MCP_VERSION" ]; then
+          echo "HAS_MCP_CHANGES=true" >> $GITHUB_ENV
+          HAS_MCP_CHANGES="true"
+          echo "✓ MCP changes detected - version: $MCP_VERSION"
+          extract_changelog "mcp_server/CHANGELOG.md" "$MCP_VERSION" "mcp_changelog.md"
+        else
+          echo "HAS_MCP_CHANGES=false" >> $GITHUB_ENV
+          HAS_MCP_CHANGES="false"
+          echo "ℹ No MCP changes for this release"
+          touch "mcp_changelog.md"
+        fi
+
+        # Combine changelogs in order: UI, API, SDK, MCP
+        > combined_changelog.md
+
+        if [ "$HAS_UI_CHANGES" = "true" ] && [ -s "ui_changelog.md" ]; then
+          echo "## UI" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat ui_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        if [ "$HAS_API_CHANGES" = "true" ] && [ -s "api_changelog.md" ]; then
+          echo "## API" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat api_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        if [ "$HAS_SDK_CHANGES" = "true" ] && [ -s "prowler_changelog.md" ]; then
+          echo "## SDK" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat prowler_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        if [ "$HAS_MCP_CHANGES" = "true" ] && [ -s "mcp_changelog.md" ]; then
+          echo "## MCP" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat mcp_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        # Add fallback message if no changelogs were added
+        if [ ! -s combined_changelog.md ]; then
+          echo "No component changes detected for this release." >> combined_changelog.md
+        fi
+
+        echo "Combined changelog preview:"
+        cat combined_changelog.md
+
+    - name: Verify SDK version in pyproject.toml
+      run: |
+        CURRENT_VERSION=$(grep '^version = ' pyproject.toml | sed -E 's/version = "([^"]+)"/\1/' | tr -d '[:space:]')
+        PROWLER_VERSION_TRIMMED=$(echo "$PROWLER_VERSION" | tr -d '[:space:]')
+        if [ "$CURRENT_VERSION" != "$PROWLER_VERSION_TRIMMED" ]; then
+          echo "ERROR: Version mismatch in pyproject.toml (expected: '$PROWLER_VERSION_TRIMMED', found: '$CURRENT_VERSION')"
+          exit 1
+        fi
+        echo "✓ pyproject.toml version: $CURRENT_VERSION"
+
+    - name: Verify SDK version in prowler/config/config.py
+      run: |
+        CURRENT_VERSION=$(grep '^prowler_version = ' prowler/config/config.py | sed -E 's/prowler_version = "([^"]+)"/\1/' | tr -d '[:space:]')
+        PROWLER_VERSION_TRIMMED=$(echo "$PROWLER_VERSION" | tr -d '[:space:]')
+        if [ "$CURRENT_VERSION" != "$PROWLER_VERSION_TRIMMED" ]; then
+          echo "ERROR: Version mismatch in prowler/config/config.py (expected: '$PROWLER_VERSION_TRIMMED', found: '$CURRENT_VERSION')"
+          exit 1
+        fi
+        echo "✓ prowler/config/config.py version: $CURRENT_VERSION"
+
+    - name: Verify API version in api/pyproject.toml
+      if: ${{ env.HAS_API_CHANGES == 'true' }}
+      run: |
+        CURRENT_API_VERSION=$(grep '^version = ' api/pyproject.toml | sed -E 's/version = "([^"]+)"/\1/' | tr -d '[:space:]')
+        API_VERSION_TRIMMED=$(echo "$API_VERSION" | tr -d '[:space:]')
+        if [ "$CURRENT_API_VERSION" != "$API_VERSION_TRIMMED" ]; then
+          echo "ERROR: API version mismatch in api/pyproject.toml (expected: '$API_VERSION_TRIMMED', found: '$CURRENT_API_VERSION')"
+          exit 1
+        fi
+        echo "✓ api/pyproject.toml version: $CURRENT_API_VERSION"
+
+    - name: Verify API prowler dependency in api/pyproject.toml
+      if: ${{ env.PATCH_VERSION != '0' && env.HAS_API_CHANGES == 'true' }}
+      run: |
+        CURRENT_PROWLER_REF=$(grep 'prowler @ git+https://github.com/prowler-cloud/prowler.git@' api/pyproject.toml | sed -E 's/.*@([^"]+)".*/\1/' | tr -d '[:space:]')
+        BRANCH_NAME_TRIMMED=$(echo "$BRANCH_NAME" | tr -d '[:space:]')
+        if [ "$CURRENT_PROWLER_REF" != "$BRANCH_NAME_TRIMMED" ]; then
+          echo "ERROR: Prowler dependency mismatch in api/pyproject.toml (expected: '$BRANCH_NAME_TRIMMED', found: '$CURRENT_PROWLER_REF')"
+          exit 1
+        fi
+        echo "✓ api/pyproject.toml prowler dependency: $CURRENT_PROWLER_REF"
+
+    - name: Verify API version in api/src/backend/api/v1/views.py
+      if: ${{ env.HAS_API_CHANGES == 'true' }}
+      run: |
+        CURRENT_API_VERSION=$(grep 'spectacular_settings.VERSION = ' api/src/backend/api/v1/views.py | sed -E 's/.*spectacular_settings.VERSION = "([^"]+)".*/\1/' | tr -d '[:space:]')
+        API_VERSION_TRIMMED=$(echo "$API_VERSION" | tr -d '[:space:]')
+        if [ "$CURRENT_API_VERSION" != "$API_VERSION_TRIMMED" ]; then
+          echo "ERROR: API version mismatch in views.py (expected: '$API_VERSION_TRIMMED', found: '$CURRENT_API_VERSION')"
+          exit 1
+        fi
+        echo "✓ api/src/backend/api/v1/views.py version: $CURRENT_API_VERSION"
+
+    - name: Verify API version in api/src/backend/api/specs/v1.yaml
+      if: ${{ env.HAS_API_CHANGES == 'true' }}
+      run: |
+        CURRENT_API_VERSION=$(grep '^  version: ' api/src/backend/api/specs/v1.yaml | sed -E 's/  version: ([0-9]+\.[0-9]+\.[0-9]+)/\1/' | tr -d '[:space:]')
+        API_VERSION_TRIMMED=$(echo "$API_VERSION" | tr -d '[:space:]')
+        if [ "$CURRENT_API_VERSION" != "$API_VERSION_TRIMMED" ]; then
+          echo "ERROR: API version mismatch in api/src/backend/api/specs/v1.yaml (expected: '$API_VERSION_TRIMMED', found: '$CURRENT_API_VERSION')"
+          exit 1
+        fi
+        echo "✓ api/src/backend/api/specs/v1.yaml version: $CURRENT_API_VERSION"
+
+    - name: Update API prowler dependency for minor release
+      if: ${{ env.PATCH_VERSION == '0' }}
+      run: |
+        CURRENT_PROWLER_REF=$(grep 'prowler @ git+https://github.com/prowler-cloud/prowler.git@' api/pyproject.toml | sed -E 's/.*@([^"]+)".*/\1/' | tr -d '[:space:]')
+        BRANCH_NAME_TRIMMED=$(echo "$BRANCH_NAME" | tr -d '[:space:]')
+
+        # Minor release: update the dependency to use the release branch
+        echo "Updating prowler dependency from '$CURRENT_PROWLER_REF' to '$BRANCH_NAME_TRIMMED'"
+        sed -i "s|prowler @ git+https://github.com/prowler-cloud/prowler.git@[^\"]*\"|prowler @ git+https://github.com/prowler-cloud/prowler.git@$BRANCH_NAME_TRIMMED\"|" api/pyproject.toml
+
+        # Verify the change was made
+        UPDATED_PROWLER_REF=$(grep 'prowler @ git+https://github.com/prowler-cloud/prowler.git@' api/pyproject.toml | sed -E 's/.*@([^"]+)".*/\1/' | tr -d '[:space:]')
+        if [ "$UPDATED_PROWLER_REF" != "$BRANCH_NAME_TRIMMED" ]; then
+          echo "ERROR: Failed to update prowler dependency in api/pyproject.toml"
+          exit 1
+        fi
+
+        # Update poetry lock file
+        echo "Updating poetry.lock file..."
+        cd api
+        poetry lock
+        cd ..
+
+        echo "✓ Prepared prowler dependency update to: $UPDATED_PROWLER_REF"
+
+    - name: Create PR for API dependency update
+      if: ${{ env.PATCH_VERSION == '0' }}
+      uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+      with:
+        token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+        commit-message: 'chore(api): update prowler dependency to ${{ env.BRANCH_NAME }} for release ${{ env.PROWLER_VERSION }}'
+        branch: update-api-dependency-${{ env.BRANCH_NAME }}-${{ github.run_number }}
+        base: ${{ env.BRANCH_NAME }}
+        add-paths: |
+          api/pyproject.toml
+          api/poetry.lock
+        title: "chore(api): Update prowler dependency to ${{ env.BRANCH_NAME }} for release ${{ env.PROWLER_VERSION }}"
+        body: |
+          ### Description
+
+          Updates the API prowler dependency for release ${{ env.PROWLER_VERSION }}.
+
+          **Changes:**
+          - Updates `api/pyproject.toml` prowler dependency from `@master` to `@${{ env.BRANCH_NAME }}`
+          - Updates `api/poetry.lock` file with resolved dependencies
+
+          This PR should be merged into the `${{ env.BRANCH_NAME }}` release branch.
+
+          ### License
+
+          By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+        author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
+        labels: |
+          component/api
+          no-changelog
+
+    - name: Create draft release
+      uses: softprops/action-gh-release@6da8fa9354ddfdc4aeace5fc48d7f679b5214090 # v2.4.1
+      with:
+        tag_name: ${{ env.PROWLER_VERSION }}
+        name: Prowler ${{ env.PROWLER_VERSION }}
+        body_path: combined_changelog.md
+        draft: true
+        target_commitish: ${{ env.BRANCH_NAME }}
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Clean up temporary files
+      if: always()
+      run: |
+        rm -f prowler_changelog.md api_changelog.md ui_changelog.md mcp_changelog.md combined_changelog.md

.github/workflows/sdk-bump-version.yml

@@ -0,0 +1,218 @@
+name: 'SDK: Bump Version'
+
+on:
+  release:
+    types:
+      - 'published'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.release.tag_name }}
+  cancel-in-progress: false
+
+env:
+  PROWLER_VERSION: ${{ github.event.release.tag_name }}
+  BASE_BRANCH: master
+
+jobs:
+  detect-release-type:
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      is_minor: ${{ steps.detect.outputs.is_minor }}
+      is_patch: ${{ steps.detect.outputs.is_patch }}
+      major_version: ${{ steps.detect.outputs.major_version }}
+      minor_version: ${{ steps.detect.outputs.minor_version }}
+      patch_version: ${{ steps.detect.outputs.patch_version }}
+    steps:
+      - name: Detect release type and parse version
+        id: detect
+        run: |
+          if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
+            MAJOR_VERSION=${BASH_REMATCH[1]}
+            MINOR_VERSION=${BASH_REMATCH[2]}
+            PATCH_VERSION=${BASH_REMATCH[3]}
+
+            echo "major_version=${MAJOR_VERSION}" >> "${GITHUB_OUTPUT}"
+            echo "minor_version=${MINOR_VERSION}" >> "${GITHUB_OUTPUT}"
+            echo "patch_version=${PATCH_VERSION}" >> "${GITHUB_OUTPUT}"
+
+            if (( MAJOR_VERSION != 5 )); then
+              echo "::error::Releasing another Prowler major version, aborting..."
+              exit 1
+            fi
+
+            if (( PATCH_VERSION == 0 )); then
+              echo "is_minor=true" >> "${GITHUB_OUTPUT}"
+              echo "is_patch=false" >> "${GITHUB_OUTPUT}"
+              echo "✓ Minor release detected: $PROWLER_VERSION"
+            else
+              echo "is_minor=false" >> "${GITHUB_OUTPUT}"
+              echo "is_patch=true" >> "${GITHUB_OUTPUT}"
+              echo "✓ Patch release detected: $PROWLER_VERSION"
+            fi
+          else
+            echo "::error::Invalid version syntax: '$PROWLER_VERSION' (must be X.Y.Z)"
+            exit 1
+          fi
+
+  bump-minor-version:
+    needs: detect-release-type
+    if: needs.detect-release-type.outputs.is_minor == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Calculate next minor version
+        run: |
+          MAJOR_VERSION=${{ needs.detect-release-type.outputs.major_version }}
+          MINOR_VERSION=${{ needs.detect-release-type.outputs.minor_version }}
+
+          NEXT_MINOR_VERSION=${MAJOR_VERSION}.$((MINOR_VERSION + 1)).0
+          echo "NEXT_MINOR_VERSION=${NEXT_MINOR_VERSION}" >> "${GITHUB_ENV}"
+
+          echo "Current version: $PROWLER_VERSION"
+          echo "Next minor version: $NEXT_MINOR_VERSION"
+
+      - name: Bump versions in files for master
+        run: |
+          set -e
+
+          sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${NEXT_MINOR_VERSION}\"|" pyproject.toml
+          sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${NEXT_MINOR_VERSION}\"|" prowler/config/config.py
+          sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${NEXT_MINOR_VERSION}|" .env
+
+          echo "Files modified:"
+          git --no-pager diff
+
+      - name: Create PR for next minor version to master
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        with:
+          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          base: master
+          commit-message: 'chore(release): Bump version to v${{ env.NEXT_MINOR_VERSION }}'
+          branch: version-bump-to-v${{ env.NEXT_MINOR_VERSION }}
+          title: 'chore(release): Bump version to v${{ env.NEXT_MINOR_VERSION }}'
+          labels: no-changelog
+          body: |
+            ### Description
+
+            Bump Prowler version to v${{ env.NEXT_MINOR_VERSION }} after releasing v${{ env.PROWLER_VERSION }}.
+
+            ### License
+
+            By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+
+      - name: Checkout version branch
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: v${{ needs.detect-release-type.outputs.major_version }}.${{ needs.detect-release-type.outputs.minor_version }}
+
+      - name: Calculate first patch version
+        run: |
+          MAJOR_VERSION=${{ needs.detect-release-type.outputs.major_version }}
+          MINOR_VERSION=${{ needs.detect-release-type.outputs.minor_version }}
+
+          FIRST_PATCH_VERSION=${MAJOR_VERSION}.${MINOR_VERSION}.1
+          VERSION_BRANCH=v${MAJOR_VERSION}.${MINOR_VERSION}
+
+          echo "FIRST_PATCH_VERSION=${FIRST_PATCH_VERSION}" >> "${GITHUB_ENV}"
+          echo "VERSION_BRANCH=${VERSION_BRANCH}" >> "${GITHUB_ENV}"
+
+          echo "First patch version: $FIRST_PATCH_VERSION"
+          echo "Version branch: $VERSION_BRANCH"
+
+      - name: Bump versions in files for version branch
+        run: |
+          set -e
+
+          sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${FIRST_PATCH_VERSION}\"|" pyproject.toml
+          sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${FIRST_PATCH_VERSION}\"|" prowler/config/config.py
+          sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${FIRST_PATCH_VERSION}|" .env
+
+          echo "Files modified:"
+          git --no-pager diff
+
+      - name: Create PR for first patch version to version branch
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        with:
+          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          base: ${{ env.VERSION_BRANCH }}
+          commit-message: 'chore(release): Bump version to v${{ env.FIRST_PATCH_VERSION }}'
+          branch: version-bump-to-v${{ env.FIRST_PATCH_VERSION }}
+          title: 'chore(release): Bump version to v${{ env.FIRST_PATCH_VERSION }}'
+          labels: no-changelog
+          body: |
+            ### Description
+
+            Bump Prowler version to v${{ env.FIRST_PATCH_VERSION }} in version branch after releasing v${{ env.PROWLER_VERSION }}.
+
+            ### License
+
+            By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+
+  bump-patch-version:
+    needs: detect-release-type
+    if: needs.detect-release-type.outputs.is_patch == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Calculate next patch version
+        run: |
+          MAJOR_VERSION=${{ needs.detect-release-type.outputs.major_version }}
+          MINOR_VERSION=${{ needs.detect-release-type.outputs.minor_version }}
+          PATCH_VERSION=${{ needs.detect-release-type.outputs.patch_version }}
+
+          NEXT_PATCH_VERSION=${MAJOR_VERSION}.${MINOR_VERSION}.$((PATCH_VERSION + 1))
+          VERSION_BRANCH=v${MAJOR_VERSION}.${MINOR_VERSION}
+
+          echo "NEXT_PATCH_VERSION=${NEXT_PATCH_VERSION}" >> "${GITHUB_ENV}"
+          echo "VERSION_BRANCH=${VERSION_BRANCH}" >> "${GITHUB_ENV}"
+
+          echo "Current version: $PROWLER_VERSION"
+          echo "Next patch version: $NEXT_PATCH_VERSION"
+          echo "Target branch: $VERSION_BRANCH"
+
+      - name: Bump versions in files for version branch
+        run: |
+          set -e
+
+          sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${NEXT_PATCH_VERSION}\"|" pyproject.toml
+          sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${NEXT_PATCH_VERSION}\"|" prowler/config/config.py
+          sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${NEXT_PATCH_VERSION}|" .env
+
+          echo "Files modified:"
+          git --no-pager diff
+
+      - name: Create PR for next patch version to version branch
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        with:
+          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          base: ${{ env.VERSION_BRANCH }}
+          commit-message: 'chore(release): Bump version to v${{ env.NEXT_PATCH_VERSION }}'
+          branch: version-bump-to-v${{ env.NEXT_PATCH_VERSION }}
+          title: 'chore(release): Bump version to v${{ env.NEXT_PATCH_VERSION }}'
+          labels: no-changelog
+          body: |
+            ### Description
+
+            Bump Prowler version to v${{ env.NEXT_PATCH_VERSION }} after releasing v${{ env.PROWLER_VERSION }}.
+
+            ### License
+
+            By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

.github/workflows/sdk-code-quality.yml

@@ -0,0 +1,90 @@
+name: 'SDK: Code Quality'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  sdk-code-quality:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        python-version:
+          - '3.9'
+          - '3.10'
+          - '3.11'
+          - '3.12'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for SDK changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ./**
+          files_ignore: |
+            .github/**
+            prowler/CHANGELOG.md
+            docs/**
+            permissions/**
+            api/**
+            ui/**
+            dashboard/**
+            mcp_server/**
+            README.md
+            mkdocs.yml
+            .backportrc.json
+            .env
+            docker-compose*
+            examples/**
+            .gitignore
+            contrib/**
+
+      - name: Install Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pipx install poetry==2.1.1
+
+      - name: Set up Python ${{ matrix.python-version }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'poetry'
+
+      - name: Install dependencies
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: |
+          poetry install --no-root
+          poetry run pip list
+
+      - name: Check Poetry lock file
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry check --lock
+
+      - name: Lint with flake8
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run flake8 . --ignore=E266,W503,E203,E501,W605,E128 --exclude contrib,ui,api
+
+      - name: Check format with black
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run black --exclude api ui --check .
+
+      - name: Lint with pylint
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run pylint --disable=W,C,R,E -j 0 -rn -sn prowler/

.github/workflows/sdk-codeql.yml

@@ -0,0 +1,63 @@
+name: 'SDK: CodeQL'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'prowler/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - '.github/workflows/sdk-codeql.yml'
+      - '.github/codeql/sdk-codeql-config.yml'
+      - '!prowler/CHANGELOG.md'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'prowler/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - '.github/workflows/sdk-codeql.yml'
+      - '.github/codeql/sdk-codeql-config.yml'
+      - '!prowler/CHANGELOG.md'
+  schedule:
+    - cron: '00 12 * * *'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  sdk-analyze:
+    if: github.repository == 'prowler-cloud/prowler'
+    name: CodeQL Security Analysis
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language:
+          - 'python'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          languages: ${{ matrix.language }}
+          config-file: ./.github/codeql/sdk-codeql-config.yml
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          category: '/language:${{ matrix.language }}'

.github/workflows/sdk-container-build-push.yml

@@ -0,0 +1,311 @@
+name: 'SDK: Container Build and Push'
+
+on:
+  push:
+    branches:
+      - 'v3'      # For v3-latest
+      - 'v4.6'    # For v4-latest
+      - 'master'  # For latest
+    paths-ignore:
+      - '.github/**'
+      - '!.github/workflows/sdk-container-build-push.yml'
+      - 'README.md'
+      - 'docs/**'
+      - 'ui/**'
+      - 'api/**'
+  release:
+    types:
+      - 'published'
+  workflow_dispatch:
+    inputs:
+      release_tag:
+        description: 'Release tag (e.g., 5.14.0)'
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: false
+
+env:
+  # Container configuration
+  IMAGE_NAME: prowler
+  DOCKERFILE_PATH: ./Dockerfile
+
+  # Python configuration
+  PYTHON_VERSION: '3.12'
+
+  # Tags (dynamically set based on version)
+  LATEST_TAG: latest
+  STABLE_TAG: stable
+
+  # Container registries
+  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
+  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler
+
+  # AWS configuration (for ECR)
+  AWS_REGION: us-east-1
+
+jobs:
+  setup:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      prowler_version: ${{ steps.get-prowler-version.outputs.prowler_version }}
+      prowler_version_major: ${{ steps.get-prowler-version.outputs.prowler_version_major }}
+      latest_tag: ${{ steps.get-prowler-version.outputs.latest_tag }}
+      stable_tag: ${{ steps.get-prowler-version.outputs.stable_tag }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+
+      - name: Install Poetry
+        run: |
+          pipx install poetry==2.1.1
+          pipx inject poetry poetry-bumpversion
+
+      - name: Get Prowler version and set tags
+        id: get-prowler-version
+        run: |
+          PROWLER_VERSION="$(poetry version -s 2>/dev/null)"
+          echo "prowler_version=${PROWLER_VERSION}" >> "${GITHUB_OUTPUT}"
+
+          # Extract major version
+          PROWLER_VERSION_MAJOR="${PROWLER_VERSION%%.*}"
+          echo "prowler_version_major=${PROWLER_VERSION_MAJOR}" >> "${GITHUB_OUTPUT}"
+
+          # Set version-specific tags
+          case ${PROWLER_VERSION_MAJOR} in
+            3)
+              echo "latest_tag=v3-latest" >> "${GITHUB_OUTPUT}"
+              echo "stable_tag=v3-stable" >> "${GITHUB_OUTPUT}"
+              echo "✓ Prowler v3 detected - tags: v3-latest, v3-stable"
+              ;;
+            4)
+              echo "latest_tag=v4-latest" >> "${GITHUB_OUTPUT}"
+              echo "stable_tag=v4-stable" >> "${GITHUB_OUTPUT}"
+              echo "✓ Prowler v4 detected - tags: v4-latest, v4-stable"
+              ;;
+            5)
+              echo "latest_tag=latest" >> "${GITHUB_OUTPUT}"
+              echo "stable_tag=stable" >> "${GITHUB_OUTPUT}"
+              echo "✓ Prowler v5 detected - tags: latest, stable"
+              ;;
+            *)
+              echo "::error::Unsupported Prowler major version: ${PROWLER_VERSION_MAJOR}"
+              exit 1
+              ;;
+          esac
+
+  notify-release-started:
+    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: setup
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      message-ts: ${{ steps.slack-notification.outputs.ts }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Notify container push started
+        id: slack-notification
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: SDK
+          RELEASE_TAG: ${{ needs.setup.outputs.prowler_version }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+  container-build-push:
+    needs: [setup, notify-release-started]
+    if: always() && needs.setup.result == 'success' && (needs.notify-release-started.result == 'success' || needs.notify-release-started.result == 'skipped')
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 45
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Login to DockerHub
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Login to Public ECR
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        with:
+          registry: public.ecr.aws
+          username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
+          password: ${{ secrets.PUBLIC_ECR_AWS_SECRET_ACCESS_KEY }}
+        env:
+          AWS_REGION: ${{ env.AWS_REGION }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build and push SDK container for ${{ matrix.arch }}
+        id: container-push
+        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: .
+          file: ${{ env.DOCKERFILE_PATH }}
+          push: true
+          platforms: ${{ matrix.platform }}
+          tags: |
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+  # Create and push multi-architecture manifest
+  create-manifest:
+    needs: [setup, container-build-push]
+    if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Login to DockerHub
+        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772 # v3.4.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Login to Public ECR
+        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772 # v3.4.0
+        with:
+          registry: public.ecr.aws
+          username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
+          password: ${{ secrets.PUBLIC_ECR_AWS_SECRET_ACCESS_KEY }}
+        env:
+          AWS_REGION: ${{ env.AWS_REGION }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Create and push manifests for push event
+        if: github.event_name == 'push'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }} \
+            -t ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-arm64
+
+      - name: Create and push manifests for release event
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.setup.outputs.prowler_version }} \
+            -t ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.setup.outputs.stable_tag }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.setup.outputs.prowler_version }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.setup.outputs.stable_tag }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.prowler_version }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.stable_tag }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-arm64
+
+      - name: Install regctl
+        if: always()
+        uses: regclient/actions/regctl-installer@main
+
+      - name: Cleanup intermediate architecture tags
+        if: always()
+        run: |
+          echo "Cleaning up intermediate tags..."
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-amd64" || true
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-arm64" || true
+          echo "Cleanup completed"
+
+  notify-release-completed:
+    if: always() && needs.notify-release-started.result == 'success' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: [setup, notify-release-started, container-build-push, create-manifest]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Determine overall outcome
+        id: outcome
+        run: |
+          if [[ "${{ needs.container-build-push.result }}" == "success" && "${{ needs.create-manifest.result }}" == "success" ]]; then
+            echo "outcome=success" >> $GITHUB_OUTPUT
+          else
+            echo "outcome=failure" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Notify container push completed
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          MESSAGE_TS: ${{ needs.notify-release-started.outputs.message-ts }}
+          COMPONENT: SDK
+          RELEASE_TAG: ${{ needs.setup.outputs.prowler_version }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+          step-outcome: ${{ steps.outcome.outputs.outcome }}
+          update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
+
+  dispatch-v3-deployment:
+    if: needs.setup.outputs.prowler_version_major == '3'
+    needs: [setup, container-build-push]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+
+    steps:
+      - name: Calculate short SHA
+        id: short-sha
+        run: echo "short_sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+
+      - name: Dispatch v3 deployment (latest)
+        if: github.event_name == 'push'
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.DISPATCH_OWNER }}/${{ secrets.DISPATCH_REPO }}
+          event-type: dispatch
+          client-payload: '{"version":"v3-latest","tag":"${{ steps.short-sha.outputs.short_sha }}"}'
+
+      - name: Dispatch v3 deployment (release)
+        if: github.event_name == 'release'
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.DISPATCH_OWNER }}/${{ secrets.DISPATCH_REPO }}
+          event-type: dispatch
+          client-payload: '{"version":"release","tag":"${{ needs.setup.outputs.prowler_version }}"}'

.github/workflows/sdk-container-checks.yml

@@ -0,0 +1,113 @@
+name: 'SDK: Container Checks'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  IMAGE_NAME: prowler
+
+jobs:
+  sdk-dockerfile-lint:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check if Dockerfile changed
+        id: dockerfile-changed
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: Dockerfile
+
+      - name: Lint Dockerfile with Hadolint
+        if: steps.dockerfile-changed.outputs.any_changed == 'true'
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
+        with:
+          dockerfile: Dockerfile
+          ignore: DL3013
+
+  sdk-container-build-and-scan:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      security-events: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for SDK changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ./**
+          files_ignore: |
+            .github/**
+            prowler/CHANGELOG.md
+            docs/**
+            permissions/**
+            api/**
+            ui/**
+            dashboard/**
+            mcp_server/**
+            README.md
+            mkdocs.yml
+            .backportrc.json
+            .env
+            docker-compose*
+            examples/**
+            .gitignore
+            contrib/**
+
+      - name: Set up Docker Buildx
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build SDK container for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: .
+          push: false
+          load: true
+          platforms: ${{ matrix.platform }}
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+      - name: Scan SDK container with Trivy for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}-${{ matrix.arch }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/sdk-pypi-release.yml

@@ -0,0 +1,119 @@
+name: 'SDK: PyPI Release'
+
+on:
+  release:
+    types:
+      - 'published'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.release.tag_name }}
+  cancel-in-progress: false
+
+env:
+  RELEASE_TAG: ${{ github.event.release.tag_name }}
+  PYTHON_VERSION: '3.12'
+
+jobs:
+  validate-release:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      prowler_version: ${{ steps.parse-version.outputs.version }}
+      major_version: ${{ steps.parse-version.outputs.major }}
+
+    steps:
+      - name: Parse and validate version
+        id: parse-version
+        run: |
+          PROWLER_VERSION="${{ env.RELEASE_TAG }}"
+          echo "version=${PROWLER_VERSION}" >> "${GITHUB_OUTPUT}"
+
+          # Extract major version
+          MAJOR_VERSION="${PROWLER_VERSION%%.*}"
+          echo "major=${MAJOR_VERSION}" >> "${GITHUB_OUTPUT}"
+
+          # Validate major version
+          case ${MAJOR_VERSION} in
+            3|4|5)
+              echo "✓ Releasing Prowler v${MAJOR_VERSION} with tag ${PROWLER_VERSION}"
+              ;;
+            *)
+              echo "::error::Unsupported Prowler major version: ${MAJOR_VERSION}"
+              exit 1
+              ;;
+          esac
+
+  publish-prowler:
+    needs: validate-release
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      id-token: write
+    environment:
+      name: pypi-prowler
+      url: https://pypi.org/project/prowler/${{ needs.validate-release.outputs.prowler_version }}/
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Install Poetry
+        run: pipx install poetry==2.1.1
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: 'poetry'
+
+      - name: Build Prowler package
+        run: poetry build
+
+      - name: Publish Prowler package to PyPI
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        with:
+          print-hash: true
+
+  publish-prowler-cloud:
+    needs: validate-release
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      id-token: write
+    environment:
+      name: pypi-prowler-cloud
+      url: https://pypi.org/project/prowler-cloud/${{ needs.validate-release.outputs.prowler_version }}/
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Install Poetry
+        run: pipx install poetry==2.1.1
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: 'poetry'
+
+      - name: Install toml package
+        run: pip install toml
+
+      - name: Replicate PyPI package for prowler-cloud
+        run: |
+          rm -rf ./dist ./build prowler.egg-info
+          python util/replicate_pypi_package.py
+
+      - name: Build prowler-cloud package
+        run: poetry build
+
+      - name: Publish prowler-cloud package to PyPI
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        with:
+          print-hash: true

.github/workflows/sdk-refresh-aws-services-regions.yml

@@ -0,0 +1,90 @@
+name: 'SDK: Refresh AWS Regions'
+
+on:
+  schedule:
+    - cron: '0 9 * * 1' # Every Monday at 09:00 UTC
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}
+  cancel-in-progress: false
+
+env:
+  PYTHON_VERSION: '3.12'
+  AWS_REGION: 'us-east-1'
+
+jobs:
+  refresh-aws-regions:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      id-token: write
+      pull-requests: write
+      contents: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: 'master'
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: 'pip'
+
+      - name: Install dependencies
+        run: pip install boto3
+
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@00943011d9042930efac3dcd3a170e4273319bc8 # v5.1.0
+        with:
+          aws-region: ${{ env.AWS_REGION }}
+          role-to-assume: ${{ secrets.DEV_IAM_ROLE_ARN }}
+          role-session-name: prowler-refresh-aws-regions
+
+      - name: Update AWS services regions
+        run: python util/update_aws_services_regions.py
+
+      - name: Create pull request
+        id: create-pr
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          author: 'prowler-bot <179230569+prowler-bot@users.noreply.github.com>'
+          committer: 'github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>'
+          commit-message: 'feat(aws): update regions for AWS services'
+          branch: 'aws-regions-update-${{ github.run_number }}'
+          title: 'feat(aws): Update regions for AWS services'
+          labels: |
+            status/waiting-for-revision
+            severity/low
+            provider/aws
+            no-changelog
+          body: |
+            ### Description
+
+            Automated update of AWS service regions from the official AWS IP ranges.
+
+            **Trigger:** ${{ github.event_name == 'schedule' && 'Scheduled (weekly)' || github.event_name == 'workflow_dispatch' && 'Manual' || 'Workflow update' }}
+            **Run:** [#${{ github.run_number }}](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }})
+
+            ### Checklist
+
+            - [x] This is an automated update from AWS official sources
+            - [x] No manual review of region data required
+
+            ### License
+
+            By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+
+      - name: PR creation result
+        run: |
+          if [[ "${{ steps.create-pr.outputs.pull-request-number }}" ]]; then
+            echo "✓ Pull request #${{ steps.create-pr.outputs.pull-request-number }} created successfully"
+            echo "URL: ${{ steps.create-pr.outputs.pull-request-url }}"
+          else
+            echo "✓ No changes detected - AWS regions are up to date"
+          fi

.github/workflows/sdk-security.yml

@@ -0,0 +1,77 @@
+name: 'SDK: Security'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  sdk-security-scans:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for SDK changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ./**
+          files_ignore: |
+            .github/**
+            prowler/CHANGELOG.md
+            docs/**
+            permissions/**
+            api/**
+            ui/**
+            dashboard/**
+            mcp_server/**
+            README.md
+            mkdocs.yml
+            .backportrc.json
+            .env
+            docker-compose*
+            examples/**
+            .gitignore
+            contrib/**
+
+      - name: Install Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pipx install poetry==2.1.1
+
+      - name: Set up Python 3.12
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: '3.12'
+          cache: 'poetry'
+
+      - name: Install dependencies
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry install --no-root
+
+      - name: Security scan with Bandit
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run bandit -q -lll -x '*_test.py,./contrib/,./api/,./ui' -r .
+
+      - name: Security scan with Safety
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run safety check --ignore 70612 -r pyproject.toml
+
+      - name: Dead code detection with Vulture
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry run vulture --exclude "contrib,api,ui" --min-confidence 100 .

.github/workflows/sdk-tests.yml

@@ -0,0 +1,461 @@
+name: 'SDK: Tests'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  sdk-tests:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 120
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        python-version:
+          - '3.9'
+          - '3.10'
+          - '3.11'
+          - '3.12'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for SDK changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ./**
+          files_ignore: |
+            .github/**
+            prowler/CHANGELOG.md
+            docs/**
+            permissions/**
+            api/**
+            ui/**
+            dashboard/**
+            mcp_server/**
+            README.md
+            mkdocs.yml
+            .backportrc.json
+            .env
+            docker-compose*
+            examples/**
+            .gitignore
+            contrib/**
+
+      - name: Install Poetry
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pipx install poetry==2.1.1
+
+      - name: Set up Python ${{ matrix.python-version }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'poetry'
+
+      - name: Install dependencies
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: poetry install --no-root
+
+      # AWS Provider
+      - name: Check if AWS files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-aws
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/aws/**
+            ./tests/**/aws/**
+            ./poetry.lock
+
+      - name: Resolve AWS services under test
+        if: steps.changed-aws.outputs.any_changed == 'true'
+        id: aws-services
+        shell: bash
+        run: |
+          python3 <<'PY'
+          import os
+          from pathlib import Path
+
+          dependents = {
+              "acm": ["elb"],
+              "autoscaling": ["dynamodb"],
+              "awslambda": ["ec2", "inspector2"],
+              "backup": ["dynamodb", "ec2", "rds"],
+              "cloudfront": ["shield"],
+              "cloudtrail": ["awslambda", "cloudwatch"],
+              "cloudwatch": ["bedrock"],
+              "ec2": ["dlm", "dms", "elbv2", "emr", "inspector2", "rds", "redshift", "route53", "shield", "ssm"],
+              "ecr": ["inspector2"],
+              "elb": ["shield"],
+              "elbv2": ["shield"],
+              "globalaccelerator": ["shield"],
+              "iam": ["bedrock", "cloudtrail", "cloudwatch", "codebuild"],
+              "kafka": ["firehose"],
+              "kinesis": ["firehose"],
+              "kms": ["kafka"],
+              "organizations": ["iam", "servicecatalog"],
+              "route53": ["shield"],
+              "s3": ["bedrock", "cloudfront", "cloudtrail", "macie"],
+              "ssm": ["ec2"],
+              "vpc": ["awslambda", "ec2", "efs", "elasticache", "neptune", "networkfirewall", "rds", "redshift", "workspaces"],
+              "waf": ["elbv2"],
+              "wafv2": ["cognito", "elbv2"],
+          }
+
+          changed_raw = """${{ steps.changed-aws.outputs.all_changed_files }}"""
+          # all_changed_files is space-separated, not newline-separated
+          # Strip leading "./" if present for consistent path handling
+          changed_files = [Path(f.lstrip("./")) for f in changed_raw.split() if f]
+
+          services = set()
+          run_all = False
+
+          for path in changed_files:
+              path_str = path.as_posix()
+              parts = path.parts
+              if path_str.startswith("prowler/providers/aws/services/"):
+                  if len(parts) > 4 and "." not in parts[4]:
+                      services.add(parts[4])
+                  else:
+                      run_all = True
+              elif path_str.startswith("tests/providers/aws/services/"):
+                  if len(parts) > 4 and "." not in parts[4]:
+                      services.add(parts[4])
+                  else:
+                      run_all = True
+              elif path_str.startswith("prowler/providers/aws/") or path_str.startswith("tests/providers/aws/"):
+                  run_all = True
+
+          # Expand with direct dependent services (one level only)
+          # We only test services that directly depend on the changed services,
+          # not transitive dependencies (services that depend on dependents)
+          original_services = set(services)
+          for svc in original_services:
+              for dep in dependents.get(svc, []):
+                  services.add(dep)
+
+          if run_all or not services:
+              run_all = True
+              services = set()
+
+          service_paths = " ".join(sorted(f"tests/providers/aws/services/{svc}" for svc in services))
+
+          output_lines = [
+              f"run_all={'true' if run_all else 'false'}",
+              f"services={' '.join(sorted(services))}",
+              f"service_paths={service_paths}",
+          ]
+
+          with open(os.environ["GITHUB_OUTPUT"], "a") as gh_out:
+              for line in output_lines:
+                  gh_out.write(line + "\n")
+
+          print(f"AWS changed files (filtered): {changed_raw or 'none'}")
+          print(f"Run all AWS tests: {run_all}")
+          if services:
+              print(f"AWS service test paths: {service_paths}")
+          else:
+              print("AWS service test paths: none detected")
+          PY
+
+      - name: Run AWS tests
+        if: steps.changed-aws.outputs.any_changed == 'true'
+        run: |
+          echo "AWS run_all=${{ steps.aws-services.outputs.run_all }}"
+          echo "AWS service_paths='${{ steps.aws-services.outputs.service_paths }}'"
+
+          if [ "${{ steps.aws-services.outputs.run_all }}" = "true" ]; then
+            poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml tests/providers/aws
+          elif [ -z "${{ steps.aws-services.outputs.service_paths }}" ]; then
+            echo "No AWS service paths detected; skipping AWS tests."
+          else
+            poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml ${{ steps.aws-services.outputs.service_paths }}
+          fi
+
+      - name: Upload AWS coverage to Codecov
+        if: steps.changed-aws.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-aws
+          files: ./aws_coverage.xml
+
+      # Azure Provider
+      - name: Check if Azure files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-azure
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/azure/**
+            ./tests/**/azure/**
+            ./poetry.lock
+
+      - name: Run Azure tests
+        if: steps.changed-azure.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/azure --cov-report=xml:azure_coverage.xml tests/providers/azure
+
+      - name: Upload Azure coverage to Codecov
+        if: steps.changed-azure.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-azure
+          files: ./azure_coverage.xml
+
+      # GCP Provider
+      - name: Check if GCP files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-gcp
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/gcp/**
+            ./tests/**/gcp/**
+            ./poetry.lock
+
+      - name: Run GCP tests
+        if: steps.changed-gcp.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/gcp --cov-report=xml:gcp_coverage.xml tests/providers/gcp
+
+      - name: Upload GCP coverage to Codecov
+        if: steps.changed-gcp.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-gcp
+          files: ./gcp_coverage.xml
+
+      # Kubernetes Provider
+      - name: Check if Kubernetes files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-kubernetes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/kubernetes/**
+            ./tests/**/kubernetes/**
+            ./poetry.lock
+
+      - name: Run Kubernetes tests
+        if: steps.changed-kubernetes.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/kubernetes --cov-report=xml:kubernetes_coverage.xml tests/providers/kubernetes
+
+      - name: Upload Kubernetes coverage to Codecov
+        if: steps.changed-kubernetes.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-kubernetes
+          files: ./kubernetes_coverage.xml
+
+      # GitHub Provider
+      - name: Check if GitHub files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-github
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/github/**
+            ./tests/**/github/**
+            ./poetry.lock
+
+      - name: Run GitHub tests
+        if: steps.changed-github.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/github --cov-report=xml:github_coverage.xml tests/providers/github
+
+      - name: Upload GitHub coverage to Codecov
+        if: steps.changed-github.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-github
+          files: ./github_coverage.xml
+
+      # NHN Provider
+      - name: Check if NHN files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-nhn
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/nhn/**
+            ./tests/**/nhn/**
+            ./poetry.lock
+
+      - name: Run NHN tests
+        if: steps.changed-nhn.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/nhn --cov-report=xml:nhn_coverage.xml tests/providers/nhn
+
+      - name: Upload NHN coverage to Codecov
+        if: steps.changed-nhn.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-nhn
+          files: ./nhn_coverage.xml
+
+      # M365 Provider
+      - name: Check if M365 files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-m365
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/m365/**
+            ./tests/**/m365/**
+            ./poetry.lock
+
+      - name: Run M365 tests
+        if: steps.changed-m365.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/m365 --cov-report=xml:m365_coverage.xml tests/providers/m365
+
+      - name: Upload M365 coverage to Codecov
+        if: steps.changed-m365.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-m365
+          files: ./m365_coverage.xml
+
+      # IaC Provider
+      - name: Check if IaC files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-iac
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/iac/**
+            ./tests/**/iac/**
+            ./poetry.lock
+
+      - name: Run IaC tests
+        if: steps.changed-iac.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/iac --cov-report=xml:iac_coverage.xml tests/providers/iac
+
+      - name: Upload IaC coverage to Codecov
+        if: steps.changed-iac.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-iac
+          files: ./iac_coverage.xml
+
+      # MongoDB Atlas Provider
+      - name: Check if MongoDB Atlas files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-mongodbatlas
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/mongodbatlas/**
+            ./tests/**/mongodbatlas/**
+            ./poetry.lock
+
+      - name: Run MongoDB Atlas tests
+        if: steps.changed-mongodbatlas.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/mongodbatlas --cov-report=xml:mongodbatlas_coverage.xml tests/providers/mongodbatlas
+
+      - name: Upload MongoDB Atlas coverage to Codecov
+        if: steps.changed-mongodbatlas.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-mongodbatlas
+          files: ./mongodbatlas_coverage.xml
+
+      # OCI Provider
+      - name: Check if OCI files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-oraclecloud
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/**/oraclecloud/**
+            ./tests/**/oraclecloud/**
+            ./poetry.lock
+
+      - name: Run OCI tests
+        if: steps.changed-oraclecloud.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/oraclecloud --cov-report=xml:oraclecloud_coverage.xml tests/providers/oraclecloud
+
+      - name: Upload OCI coverage to Codecov
+        if: steps.changed-oraclecloud.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-oraclecloud
+          files: ./oraclecloud_coverage.xml
+
+      # Lib
+      - name: Check if Lib files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-lib
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/lib/**
+            ./tests/lib/**
+            ./poetry.lock
+
+      - name: Run Lib tests
+        if: steps.changed-lib.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/lib --cov-report=xml:lib_coverage.xml tests/lib
+
+      - name: Upload Lib coverage to Codecov
+        if: steps.changed-lib.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-lib
+          files: ./lib_coverage.xml
+
+      # Config
+      - name: Check if Config files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-config
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ./prowler/config/**
+            ./tests/config/**
+            ./poetry.lock
+
+      - name: Run Config tests
+        if: steps.changed-config.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/config --cov-report=xml:config_coverage.xml tests/config
+
+      - name: Upload Config coverage to Codecov
+        if: steps.changed-config.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-config
+          files: ./config_coverage.xml

.github/workflows/ui-codeql.yml

@@ -0,0 +1,59 @@
+name: 'UI: CodeQL'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'ui/**'
+      - '.github/workflows/ui-codeql.yml'
+      - '.github/codeql/ui-codeql-config.yml'
+      - '!ui/CHANGELOG.md'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'ui/**'
+      - '.github/workflows/ui-codeql.yml'
+      - '.github/codeql/ui-codeql-config.yml'
+      - '!ui/CHANGELOG.md'
+  schedule:
+    - cron: '00 12 * * *'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  ui-analyze:
+    if: github.repository == 'prowler-cloud/prowler'
+    name: CodeQL Security Analysis
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language:
+          - 'javascript-typescript'
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          languages: ${{ matrix.language }}
+          config-file: ./.github/codeql/ui-codeql-config.yml
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          category: '/language:${{ matrix.language }}'

.github/workflows/ui-container-build-push.yml

@@ -0,0 +1,220 @@
+name: 'UI: Container Build and Push'
+
+on:
+  push:
+    branches:
+      - 'master'
+    paths:
+      - 'ui/**'
+      - '.github/workflows/ui-container-build-push.yml'
+  release:
+    types:
+      - 'published'
+  workflow_dispatch:
+    inputs:
+      release_tag:
+        description: 'Release tag (e.g., 5.14.0)'
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: false
+
+env:
+  # Tags
+  LATEST_TAG: latest
+  RELEASE_TAG: ${{ github.event.release.tag_name || inputs.release_tag }}
+  STABLE_TAG: stable
+  WORKING_DIRECTORY: ./ui
+
+  # Container registries
+  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
+  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-ui
+
+  # Build args
+  NEXT_PUBLIC_API_BASE_URL: http://prowler-api:8080/api/v1
+
+jobs:
+  setup:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
+    steps:
+      - name: Calculate short SHA
+        id: set-short-sha
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+
+  notify-release-started:
+    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: setup
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    outputs:
+      message-ts: ${{ steps.slack-notification.outputs.ts }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Notify container push started
+        id: slack-notification
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: UI
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-started.json"
+
+  container-build-push:
+    needs: [setup, notify-release-started]
+    if: always() && needs.setup.result == 'success' && (needs.notify-release-started.result == 'success' || needs.notify-release-started.result == 'skipped')
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Login to DockerHub
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build and push UI container for ${{ matrix.arch }}
+        id: container-push
+        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.WORKING_DIRECTORY }}
+          build-args: |
+            NEXT_PUBLIC_PROWLER_RELEASE_VERSION=${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('v{0}', env.RELEASE_TAG) || needs.setup.outputs.short-sha }}
+            NEXT_PUBLIC_API_BASE_URL=${{ env.NEXT_PUBLIC_API_BASE_URL }}
+          push: true
+          platforms: ${{ matrix.platform }}
+          tags: |
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+  # Create and push multi-architecture manifest
+  create-manifest:
+    needs: [setup, container-build-push]
+    if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Login to DockerHub
+        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772 # v3.4.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Create and push manifests for push event
+        if: github.event_name == 'push'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Create and push manifests for release event
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        run: |
+          docker buildx imagetools create \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.RELEASE_TAG }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64
+
+      - name: Install regctl
+        if: always()
+        uses: regclient/actions/regctl-installer@main
+
+      - name: Cleanup intermediate architecture tags
+        if: always()
+        run: |
+          echo "Cleaning up intermediate tags..."
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-amd64" || true
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-arm64" || true
+          echo "Cleanup completed"
+
+  notify-release-completed:
+    if: always() && needs.notify-release-started.result == 'success' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
+    needs: [setup, notify-release-started, container-build-push, create-manifest]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Determine overall outcome
+        id: outcome
+        run: |
+          if [[ "${{ needs.container-build-push.result }}" == "success" && "${{ needs.create-manifest.result }}" == "success" ]]; then
+            echo "outcome=success" >> $GITHUB_OUTPUT
+          else
+            echo "outcome=failure" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Notify container push completed
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          MESSAGE_TS: ${{ needs.notify-release-started.outputs.message-ts }}
+          COMPONENT: UI
+          RELEASE_TAG: ${{ env.RELEASE_TAG }}
+          GITHUB_SERVER_URL: ${{ github.server_url }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_RUN_ID: ${{ github.run_id }}
+        with:
+          slack-bot-token: ${{ secrets.SLACK_BOT_TOKEN }}
+          payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
+          step-outcome: ${{ steps.outcome.outputs.outcome }}
+          update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
+
+  trigger-deployment:
+    if: github.event_name == 'push'
+    needs: [setup, container-build-push]
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+
+    steps:
+      - name: Trigger UI deployment
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.CLOUD_DISPATCH }}
+          event-type: ui-prowler-deployment
+          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

.github/workflows/ui-container-checks.yml

@@ -0,0 +1,103 @@
+name: 'UI: Container Checks'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  UI_WORKING_DIR: ./ui
+  IMAGE_NAME: prowler-ui
+
+jobs:
+  ui-dockerfile-lint:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check if Dockerfile changed
+        id: dockerfile-changed
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ui/Dockerfile
+
+      - name: Lint Dockerfile with Hadolint
+        if: steps.dockerfile-changed.outputs.any_changed == 'true'
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
+        with:
+          dockerfile: ui/Dockerfile
+          ignore: DL3018
+
+  ui-container-build-and-scan:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ${{ matrix.runner }}
+    strategy:
+      matrix:
+        include:
+          - platform: linux/amd64
+            runner: ubuntu-latest
+            arch: amd64
+          - platform: linux/arm64
+            runner: ubuntu-24.04-arm
+            arch: arm64
+    timeout-minutes: 30
+    permissions:
+      contents: read
+      security-events: write
+      pull-requests: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for UI changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: ui/**
+          files_ignore: |
+            ui/CHANGELOG.md
+            ui/README.md
+
+      - name: Set up Docker Buildx
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
+
+      - name: Build UI container for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: ${{ env.UI_WORKING_DIR }}
+          target: prod
+          push: false
+          load: true
+          platforms: ${{ matrix.platform }}
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+          build-args: |
+            NEXT_PUBLIC_STRIPE_PUBLISHABLE_KEY=pk_test_51LwpXXXX
+
+      - name: Scan UI container with Trivy for ${{ matrix.arch }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}-${{ matrix.arch }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/ui-e2e-tests.yml

@@ -0,0 +1,168 @@
+name: UI - E2E Tests
+
+on:
+  pull_request:
+    branches:
+      - master
+      - "v5.*"
+    paths:
+      - '.github/workflows/ui-e2e-tests.yml'
+      - 'ui/**'
+
+jobs:
+
+  e2e-tests:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    env:
+      AUTH_SECRET: 'fallback-ci-secret-for-testing'
+      AUTH_TRUST_HOST: true
+      NEXTAUTH_URL: 'http://localhost:3000'
+      NEXT_PUBLIC_API_BASE_URL: 'http://localhost:8080/api/v1'
+      E2E_ADMIN_USER: ${{ secrets.E2E_ADMIN_USER }}
+      E2E_ADMIN_PASSWORD: ${{ secrets.E2E_ADMIN_PASSWORD }}
+      E2E_AWS_PROVIDER_ACCOUNT_ID: ${{ secrets.E2E_AWS_PROVIDER_ACCOUNT_ID }}
+      E2E_AWS_PROVIDER_ACCESS_KEY: ${{ secrets.E2E_AWS_PROVIDER_ACCESS_KEY }}
+      E2E_AWS_PROVIDER_SECRET_KEY: ${{ secrets.E2E_AWS_PROVIDER_SECRET_KEY }}
+      E2E_AWS_PROVIDER_ROLE_ARN: ${{ secrets.E2E_AWS_PROVIDER_ROLE_ARN }}
+      E2E_AZURE_SUBSCRIPTION_ID: ${{ secrets.E2E_AZURE_SUBSCRIPTION_ID }}
+      E2E_AZURE_CLIENT_ID: ${{ secrets.E2E_AZURE_CLIENT_ID }}
+      E2E_AZURE_SECRET_ID: ${{ secrets.E2E_AZURE_SECRET_ID }}
+      E2E_AZURE_TENANT_ID: ${{ secrets.E2E_AZURE_TENANT_ID }}
+      E2E_M365_DOMAIN_ID: ${{ secrets.E2E_M365_DOMAIN_ID }}
+      E2E_M365_CLIENT_ID: ${{ secrets.E2E_M365_CLIENT_ID }}
+      E2E_M365_SECRET_ID: ${{ secrets.E2E_M365_SECRET_ID }}
+      E2E_M365_TENANT_ID: ${{ secrets.E2E_M365_TENANT_ID }}
+      E2E_M365_CERTIFICATE_CONTENT: ${{ secrets.E2E_M365_CERTIFICATE_CONTENT }}
+      E2E_KUBERNETES_CONTEXT: 'kind-kind'
+      E2E_KUBERNETES_KUBECONFIG_PATH: /home/runner/.kube/config
+      E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY: ${{ secrets.E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY }}
+      E2E_GCP_PROJECT_ID: ${{ secrets.E2E_GCP_PROJECT_ID }}
+      E2E_GITHUB_APP_ID: ${{ secrets.E2E_GITHUB_APP_ID }}
+      E2E_GITHUB_BASE64_APP_PRIVATE_KEY: ${{ secrets.E2E_GITHUB_BASE64_APP_PRIVATE_KEY }}
+      E2E_GITHUB_USERNAME: ${{ secrets.E2E_GITHUB_USERNAME }}
+      E2E_GITHUB_PERSONAL_ACCESS_TOKEN: ${{ secrets.E2E_GITHUB_PERSONAL_ACCESS_TOKEN }}
+      E2E_GITHUB_ORGANIZATION: ${{ secrets.E2E_GITHUB_ORGANIZATION }}
+      E2E_GITHUB_ORGANIZATION_ACCESS_TOKEN: ${{ secrets.E2E_GITHUB_ORGANIZATION_ACCESS_TOKEN }}
+      E2E_ORGANIZATION_ID: ${{ secrets.E2E_ORGANIZATION_ID }}
+      E2E_OCI_TENANCY_ID: ${{ secrets.E2E_OCI_TENANCY_ID }}
+      E2E_OCI_USER_ID: ${{ secrets.E2E_OCI_USER_ID }}
+      E2E_OCI_FINGERPRINT: ${{ secrets.E2E_OCI_FINGERPRINT }}
+      E2E_OCI_KEY_CONTENT: ${{ secrets.E2E_OCI_KEY_CONTENT }}
+      E2E_OCI_REGION: ${{ secrets.E2E_OCI_REGION }}
+      E2E_NEW_USER_PASSWORD: ${{ secrets.E2E_NEW_USER_PASSWORD }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - name: Create k8s Kind Cluster
+        uses: helm/kind-action@v1
+        with:
+          cluster_name: kind
+      - name: Modify kubeconfig
+        run: |
+            # Modify the kubeconfig to use the kind cluster server to https://kind-control-plane:6443
+            # from worker service into docker-compose.yml
+            kubectl config set-cluster kind-kind --server=https://kind-control-plane:6443
+            kubectl config view
+      - name: Add network kind to docker compose
+        run: |
+          # Add the network kind to the docker compose to interconnect to kind cluster
+          yq -i '.networks.kind.external = true' docker-compose.yml
+          # Add network kind to worker service and default network too
+          yq -i '.services.worker.networks = ["kind","default"]' docker-compose.yml
+      - name: Fix API data directory permissions
+        run: docker run --rm -v $(pwd)/_data/api:/data alpine chown -R 1000:1000 /data
+      - name: Add AWS credentials for testing AWS SDK Default Adding Provider
+        run: |
+          echo "Adding AWS credentials for testing AWS SDK Default Adding Provider..."
+          echo "AWS_ACCESS_KEY_ID=${{ secrets.E2E_AWS_PROVIDER_ACCESS_KEY }}" >> .env
+          echo "AWS_SECRET_ACCESS_KEY=${{ secrets.E2E_AWS_PROVIDER_SECRET_KEY }}" >> .env
+      - name: Start API services
+        run: |
+          # Override docker-compose image tag to use latest instead of stable
+          # This overrides any PROWLER_API_VERSION set in .env file
+          export PROWLER_API_VERSION=latest
+          echo "Using PROWLER_API_VERSION=${PROWLER_API_VERSION}"
+          docker compose up -d api worker worker-beat
+      - name: Wait for API to be ready
+        run: |
+          echo "Waiting for prowler-api..."
+          timeout=150  # 5 minutes max
+          elapsed=0
+          while [ $elapsed -lt $timeout ]; do
+            if curl -s ${NEXT_PUBLIC_API_BASE_URL}/docs >/dev/null 2>&1; then
+              echo "Prowler API is ready!"
+              exit 0
+            fi
+            echo "Waiting for prowler-api... (${elapsed}s elapsed)"
+            sleep 5
+            elapsed=$((elapsed + 5))
+          done
+          echo "Timeout waiting for prowler-api to start"
+          exit 1
+      - name: Load database fixtures for E2E tests
+        run: |
+          docker compose exec -T api sh -c '
+            echo "Loading all fixtures from api/fixtures/dev/..."
+            for fixture in api/fixtures/dev/*.json; do
+              if [ -f "$fixture" ]; then
+                echo "Loading $fixture"
+                poetry run python manage.py loaddata "$fixture" --database admin
+              fi
+            done
+            echo "All database fixtures loaded successfully!"
+          '
+      - name: Setup Node.js environment
+        uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+        with:
+          node-version: '20.x'
+      - name: Setup pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 10
+          run_install: false
+      - name: Get pnpm store directory
+        shell: bash
+        run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
+      - name: Setup pnpm cache
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: ${{ env.STORE_PATH }}
+          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('ui/pnpm-lock.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-pnpm-store-
+      - name: Install UI dependencies
+        working-directory: ./ui
+        run: pnpm install --frozen-lockfile
+      - name: Build UI application
+        working-directory: ./ui
+        run: pnpm run build
+      - name: Cache Playwright browsers
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        id: playwright-cache
+        with:
+          path: ~/.cache/ms-playwright
+          key: ${{ runner.os }}-playwright-${{ hashFiles('ui/pnpm-lock.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-playwright-
+      - name: Install Playwright browsers
+        working-directory: ./ui
+        if: steps.playwright-cache.outputs.cache-hit != 'true'
+        run: pnpm run test:e2e:install
+      - name: Run E2E tests
+        working-directory: ./ui
+        run: pnpm run test:e2e
+      - name: Upload test reports
+        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        if: failure()
+        with:
+          name: playwright-report
+          path: ui/playwright-report/
+          retention-days: 30
+      - name: Cleanup services
+        if: always()
+        run: |
+          echo "Shutting down services..."
+          docker compose down -v || true
+          echo "Cleanup completed"

.github/workflows/ui-tests.yml

@@ -0,0 +1,83 @@
+name: 'UI: Tests'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  UI_WORKING_DIR: ./ui
+  NODE_VERSION: '20.x'
+
+jobs:
+  ui-tests:
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    defaults:
+      run:
+        working-directory: ./ui
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Check for UI changes
+        id: check-changes
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            ui/**
+            .github/workflows/ui-tests.yml
+          files_ignore: |
+            ui/CHANGELOG.md
+            ui/README.md
+
+      - name: Setup Node.js ${{ env.NODE_VERSION }}
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+        with:
+          node-version: ${{ env.NODE_VERSION }}
+
+      - name: Setup pnpm
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: pnpm/action-setup@v4
+        with:
+          version: 10
+          run_install: false
+
+      - name: Get pnpm store directory
+        if: steps.check-changes.outputs.any_changed == 'true'
+        shell: bash
+        run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
+
+      - name: Setup pnpm cache
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        with:
+          path: ${{ env.STORE_PATH }}
+          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('ui/pnpm-lock.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-pnpm-store-
+
+      - name: Install dependencies
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pnpm install --frozen-lockfile
+
+      - name: Run healthcheck
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pnpm run healthcheck
+
+      - name: Build application
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pnpm run build

.gitignore

@@ -5,6 +5,15 @@
 [._]ss[a-gi-z]
 [._]sw[a-p]
 
+# Python code
+__pycache__
+venv/
+build/
+/dist/
+*.egg-info/
+*/__pycache__/*.pyc
+.idea/
+
 # Session
 Session.vim
 Sessionx.vim
@@ -22,7 +31,7 @@ tags
 *.DS_Store
 
 # Prowler output
-output/
+/output
 
 # Prowler found secrets
 secrets-*/
@@ -30,11 +39,116 @@ secrets-*/
 # JUnit Reports
 junit-reports/
 
-# VSCode files
+# Test and coverage artifacts
+*_coverage.xml
+pytest_*.xml
+.coverage
+htmlcov/
+
+# VSCode files and settings
 .vscode/
+*.code-workspace
+.vscode-test/
 
-terraform-kickstarter/.terraform.lock.hcl
+# VSCode extension settings and workspaces
+.history/
+.ionide/
 
-terraform-kickstarter/.terraform/providers/registry.terraform.io/hashicorp/aws/3.56.0/darwin_amd64/terraform-provider-aws_v3.56.0_x5
+# MCP Server Settings (various locations)
+**/cline_mcp_settings.json
+**/mcp_settings.json
+**/mcp-config.json
+**/mcpServers.json
+.mcp/
 
-terraform-kickstarter/terraform.tfstate
+# AI Coding Assistants - Cursor
+.cursorignore
+.cursor/
+.cursorrules
+
+# AI Coding Assistants - RooCode
+.roo/
+.rooignore
+.roomodes
+
+# AI Coding Assistants - Cline (formerly Claude Dev)
+.cline/
+.clineignore
+.clinerules
+
+# AI Coding Assistants - Continue
+.continue/
+continue.json
+.continuerc
+.continuerc.json
+
+# AI Coding Assistants - GitHub Copilot
+.copilot/
+.github/copilot/
+
+# AI Coding Assistants - Amazon Q Developer (formerly CodeWhisperer)
+.aws/
+.codewhisperer/
+.amazonq/
+.aws-toolkit/
+
+# AI Coding Assistants - Tabnine
+.tabnine/
+tabnine_config.json
+
+# AI Coding Assistants - Kiro
+.kiro/
+.kiroignore
+kiro.config.json
+
+# AI Coding Assistants - Aider
+.aider/
+.aider.chat.history.md
+.aider.input.history
+.aider.tags.cache.v3/
+
+# AI Coding Assistants - Windsurf
+.windsurf/
+.windsurfignore
+
+# AI Coding Assistants - Replit Agent
+.replit
+.replitignore
+
+# AI Coding Assistants - Supermaven
+.supermaven/
+
+# AI Coding Assistants - Sourcegraph Cody
+.cody/
+
+# AI Coding Assistants - General
+.ai/
+.aiconfig
+ai-config.json
+
+# Terraform
+.terraform*
+*.tfstate
+*.tfstate.*
+
+# .env
+ui/.env*
+api/.env*
+mcp_server/.env*
+
+# Coverage
+.coverage*
+.coverage
+coverage*
+
+# Node
+node_modules
+
+# Persistent data
+_data/
+
+# Claude
+CLAUDE.md
+
+# Compliance report
+*.pdf

.pre-commit-config.yaml

@@ -0,0 +1,137 @@
+repos:
+  ## GENERAL
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
+    hooks:
+      - id: check-merge-conflict
+      - id: check-yaml
+        args: ["--unsafe"]
+        exclude: prowler/config/llm_config.yaml
+      - id: check-json
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: no-commit-to-branch
+      - id: pretty-format-json
+        args: ["--autofix", --no-sort-keys, --no-ensure-ascii]
+
+  ## TOML
+  - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
+    rev: v2.13.0
+    hooks:
+      - id: pretty-format-toml
+        args: [--autofix]
+        files: pyproject.toml
+
+  ## BASH
+  - repo: https://github.com/koalaman/shellcheck-precommit
+    rev: v0.10.0
+    hooks:
+      - id: shellcheck
+        exclude: contrib
+
+  ## PYTHON
+  - repo: https://github.com/myint/autoflake
+    rev: v2.3.1
+    hooks:
+      - id: autoflake
+        args:
+          [
+            "--in-place",
+            "--remove-all-unused-imports",
+            "--remove-unused-variable",
+          ]
+
+  - repo: https://github.com/timothycrosley/isort
+    rev: 5.13.2
+    hooks:
+      - id: isort
+        args: ["--profile", "black"]
+
+  - repo: https://github.com/psf/black
+    rev: 24.4.2
+    hooks:
+      - id: black
+
+  - repo: https://github.com/pycqa/flake8
+    rev: 7.0.0
+    hooks:
+      - id: flake8
+        exclude: contrib
+        args: ["--ignore=E266,W503,E203,E501,W605"]
+
+  - repo: https://github.com/python-poetry/poetry
+    rev: 2.1.1
+    hooks:
+      - id: poetry-check
+        name: API - poetry-check
+        args: ["--directory=./api"]
+        pass_filenames: false
+
+      - id: poetry-lock
+        name: API - poetry-lock
+        args: ["--directory=./api"]
+        pass_filenames: false
+
+      - id: poetry-check
+        name: SDK - poetry-check
+        args: ["--directory=./"]
+        pass_filenames: false
+
+      - id: poetry-lock
+        name: SDK - poetry-lock
+        args: ["--directory=./"]
+        pass_filenames: false
+
+
+  - repo: https://github.com/hadolint/hadolint
+    rev: v2.13.0-beta
+    hooks:
+      - id: hadolint
+        args: ["--ignore=DL3013"]
+
+  - repo: local
+    hooks:
+      - id: pylint
+        name: pylint
+        entry: bash -c 'pylint --disable=W,C,R,E -j 0 -rn -sn prowler/'
+        language: system
+        files: '.*\.py'
+
+      - id: trufflehog
+        name: TruffleHog
+        description: Detect secrets in your data.
+        entry: bash -c 'trufflehog --no-update git file://. --only-verified --fail'
+        # For running trufflehog in docker, use the following entry instead:
+        # entry: bash -c 'docker run -v "$(pwd):/workdir" -i --rm trufflesecurity/trufflehog:latest git file:///workdir --only-verified --fail'
+        language: system
+        stages: ["pre-commit", "pre-push"]
+
+      - id: bandit
+        name: bandit
+        description: "Bandit is a tool for finding common security issues in Python code"
+        entry: bash -c 'bandit -q -lll -x '*_test.py,./contrib/,./.venv/' -r .'
+        language: system
+        files: '.*\.py'
+
+      - id: safety
+        name: safety
+        description: "Safety is a tool that checks your installed dependencies for known security vulnerabilities"
+        # TODO: Botocore needs urllib3 1.X so we need to ignore these vulnerabilities 77744,77745. Remove this once we upgrade to urllib3 2.X
+        entry: bash -c 'safety check --ignore 70612,66963,74429,76352,76353,77744,77745'
+        language: system
+
+      - id: vulture
+        name: vulture
+        description: "Vulture finds unused code in Python programs."
+        entry: bash -c 'vulture --exclude "contrib,.venv,api/src/backend/api/tests/,api/src/backend/conftest.py,api/src/backend/tasks/tests/" --min-confidence 100 .'
+        language: system
+        files: '.*\.py'
+
+      - id: ui-checks
+        name: UI - Husky Pre-commit
+        description: "Run UI pre-commit checks (Claude Code validation + healthcheck)"
+        entry: bash -c 'cd ui && .husky/pre-commit'
+        language: system
+        files: '^ui/.*\.(ts|tsx|js|jsx|json|css)$'
+        pass_filenames: false
+        verbose: true

.readthedocs.yaml

@@ -0,0 +1,25 @@
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+build:
+  os: "ubuntu-22.04"
+  tools:
+    python: "3.11"
+  jobs:
+    post_create_environment:
+      # Install poetry
+      # https://python-poetry.org/docs/#installing-manually
+      - python -m pip install poetry
+    post_install:
+      # Install dependencies with 'docs' dependency group
+      # https://python-poetry.org/docs/managing-dependencies/#dependency-groups
+      # VIRTUAL_ENV needs to be set manually for now.
+      # See https://github.com/readthedocs/readthedocs.org/pull/11152/
+      - VIRTUAL_ENV=${READTHEDOCS_VIRTUALENV_PATH} python -m poetry install --only=docs
+
+mkdocs:
+  configuration: mkdocs.yml

AGENTS.md

@@ -0,0 +1,110 @@
+# Repository Guidelines
+
+## How to Use This Guide
+
+- Start here for cross-project norms, Prowler is a monorepo with several components. Every component should have an `AGENTS.md` file that contains the guidelines for the agents in that component. The file is located beside the code you are touching (e.g. `api/AGENTS.md`, `ui/AGENTS.md`, `prowler/AGENTS.md`).
+- Follow the stricter rule when guidance conflicts; component docs override this file for their scope.
+- Keep instructions synchronized. When you add new workflows or scripts, update both, the relevant component `AGENTS.md` and this file if they apply broadly.
+
+## Project Overview
+
+Prowler is an open-source cloud security assessment tool that supports multiple cloud providers (AWS, Azure, GCP, Kubernetes, GitHub, M365, etc.). The project consists in a monorepo with the following main components:
+
+- **Prowler SDK**: Python SDK, includes the Prowler CLI, providers, services, checks, compliances, config, etc. (`prowler/`)
+- **Prowler API**: Django-based REST API backend (`api/`)
+- **Prowler UI**: Next.js frontend application (`ui/`)
+- **Prowler MCP Server**: Model Context Protocol server that gives access to the entire Prowler ecosystem for LLMs (`mcp_server/`)
+- **Prowler Dashboard**: Prowler CLI feature that allows to visualize the results of the scans in a simple dashboard (`dashboard/`)
+
+### Project Structure (Key Folders & Files)
+
+- `prowler/`: Main source code for Prowler SDK (CLI, providers, services, checks, compliances, config, etc.)
+- `api/`: Django-based REST API backend components
+- `ui/`: Next.js frontend application
+- `mcp_server/`: Model Context Protocol server that gives access to the entire Prowler ecosystem for LLMs
+- `dashboard/`: Prowler CLI feature that allows to visualize the results of the scans in a simple dashboard
+- `docs/`: Documentation
+- `examples/`: Example output formats for providers and scripts
+- `permissions/`: Permission-related files and policies
+- `contrib/`: Community-contributed scripts or modules
+- `tests/`: Prowler SDK test suite
+- `docker-compose.yml`: Docker compose file to run the Prowler App (API + UI) production environment
+- `docker-compose-dev.yml`: Docker compose file to run the Prowler App (API + UI) development environment
+- `pyproject.toml`: Poetry Prowler SDK project file
+- `.pre-commit-config.yaml`: Pre-commit hooks configuration
+- `Makefile`: Makefile to run the project
+- `LICENSE`: License file
+- `README.md`: README file
+- `CONTRIBUTING.md`: Contributing guide
+
+## Python Development
+
+Most of the code is written in Python, so the main files in the root are focused on Python code.
+
+### Poetry Dev Environment
+
+For developing in Python we recommend using `poetry` to manage the dependencies. The minimal version is `2.1.1`. So it is recommended to run all commands using `poetry run ...`.
+
+To install the core dependencies to develop it is needed to run `poetry install --with dev`.
+
+### Pre-commit hooks
+
+The project has pre-commit hooks to lint and format the code. They are installed by running `poetry run pre-commit install`.
+
+When commiting a change, the hooks will be run automatically. Some of them are:
+
+- Code formatting (black, isort)
+- Linting (flake8, pylint)
+- Security checks (bandit, safety, trufflehog)
+- YAML/JSON validation
+- Poetry lock file validation
+
+
+### Linting and Formatting
+
+We use the following tools to lint and format the code:
+
+- `flake8`: for linting the code
+- `black`: for formatting the code
+- `pylint`: for linting the code
+
+You can run all using the `make` command:
+```bash
+poetry run make lint
+poetry run make format
+```
+
+Or they will be run automatically when you commit your changes using pre-commit hooks.
+
+## Commit & Pull Request Guidelines
+
+For the commit messages and pull requests name follow the conventional-commit style.
+
+Befire creating a pull request, complete the checklist in `.github/pull_request_template.md`. Summaries should explain deployment impact, highlight review steps, and note changelog or permission updates. Run all relevant tests and linters before requesting review and link screenshots for UI or dashboard changes.
+
+### Conventional Commit Style
+
+The Conventional Commits specification is a lightweight convention on top of commit messages. It provides an easy set of rules for creating an explicit commit history; which makes it easier to write automated tools on top of.
+
+The commit message should be structured as follows:
+
+```
+<type>[optional scope]: <description>
+<BLANK LINE>
+[optional body]
+<BLANK LINE>
+[optional footer(s)]
+```
+
+Any line of the commit message cannot be longer 100 characters! This allows the message to be easier to read on GitHub as well as in various git tools
+
+#### Commit Types
+
+- **feat**: code change introuce new functionality to the application
+- **fix**: code change that solve a bug in the codebase
+- **docs**: documentation only changes
+- **chore**: changes related to the build process or auxiliary tools and libraries, that do not affect the application's functionality
+- **perf**: code change that improves performance
+- **refactor**: code change that neither fixes a bug nor adds a feature
+- **style**: changes that do not affect the meaning of the code (white-space, formatting, missing semi-colons, etc)
+- **test**: adding missing tests or correcting existing tests

CODE_OF_CONDUCT.md

@@ -55,7 +55,7 @@ further defined and clarified by project maintainers.
 ## Enforcement
 
 Instances of abusive, harassing, or otherwise unacceptable behavior may be
-reported by contacting the project team at community@prowler.cloud. All
+reported by contacting the project team at [support.prowler.com](https://customer.support.prowler.com/servicedesk/customer/portals). All
 complaints will be reviewed and investigated and will result in a response that
 is deemed necessary and appropriate to the circumstances. The project team is
 obligated to maintain confidentiality with regard to the reporter of an incident.

CONTRIBUTING.md

@@ -0,0 +1,13 @@
+# Do you want to learn on how to...
+
+- Contribute with your code or fixes to Prowler
+- Create a new check for a provider
+- Create a new security compliance framework
+- Add a custom output format
+- Add a new integration
+- Contribute with documentation
+
+Want some swag as appreciation for your contribution?
+
+# Prowler Developer Guide
+https://goto.prowler.com/devguide

Dockerfile

@@ -0,0 +1,84 @@
+FROM python:3.12.11-slim-bookworm AS build
+
+LABEL maintainer="https://github.com/prowler-cloud/prowler"
+LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
+
+ARG POWERSHELL_VERSION=7.5.0
+ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
+
+ARG TRIVY_VERSION=0.66.0
+ENV TRIVY_VERSION=${TRIVY_VERSION}
+
+# hadolint ignore=DL3008
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    wget libicu72 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
+    build-essential pkg-config libzstd-dev zlib1g-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install PowerShell
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-x64.tar.gz -O /tmp/powershell.tar.gz ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-arm64.tar.gz -O /tmp/powershell.tar.gz ; \
+    else \
+        echo "Unsupported architecture: $ARCH" && exit 1 ; \
+    fi && \
+    mkdir -p /opt/microsoft/powershell/7 && \
+    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
+    chmod +x /opt/microsoft/powershell/7/pwsh && \
+    ln -s /opt/microsoft/powershell/7/pwsh /usr/bin/pwsh && \
+    rm /tmp/powershell.tar.gz
+
+# Install Trivy for IaC scanning
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        TRIVY_ARCH="Linux-64bit" ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        TRIVY_ARCH="Linux-ARM64" ; \
+    else \
+        echo "Unsupported architecture for Trivy: $ARCH" && exit 1 ; \
+    fi && \
+    wget --progress=dot:giga "https://github.com/aquasecurity/trivy/releases/download/v${TRIVY_VERSION}/trivy_${TRIVY_VERSION}_${TRIVY_ARCH}.tar.gz" -O /tmp/trivy.tar.gz && \
+    tar zxf /tmp/trivy.tar.gz -C /tmp && \
+    mv /tmp/trivy /usr/local/bin/trivy && \
+    chmod +x /usr/local/bin/trivy && \
+    rm /tmp/trivy.tar.gz && \
+    # Create trivy cache directory with proper permissions
+    mkdir -p /tmp/.cache/trivy && \
+    chmod 777 /tmp/.cache/trivy
+
+# Add prowler user
+RUN addgroup --gid 1000 prowler && \
+    adduser --uid 1000 --gid 1000 --disabled-password --gecos "" prowler
+
+USER prowler
+
+WORKDIR /home/prowler
+
+# Copy necessary files
+COPY prowler/  /home/prowler/prowler/
+COPY dashboard/ /home/prowler/dashboard/
+COPY pyproject.toml /home/prowler
+COPY README.md /home/prowler/
+COPY prowler/providers/m365/lib/powershell/m365_powershell.py /home/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py
+
+# Install Python dependencies
+ENV HOME='/home/prowler'
+ENV PATH="${HOME}/.local/bin:${PATH}"
+#hadolint ignore=DL3013
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir poetry
+
+RUN poetry install --compile && \
+    rm -rf ~/.cache/pip
+
+# Install PowerShell modules
+RUN poetry run python prowler/providers/m365/lib/powershell/m365_powershell.py
+
+# Remove deprecated dash dependencies
+RUN pip uninstall dash-html-components -y && \
+    pip uninstall dash-core-components -y
+
+USER prowler
+ENTRYPOINT ["poetry", "run", "prowler"]

LICENSE

@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-Copyright 2018 Netflix, Inc.
+   Copyright @ 2024 Toni de la Fuente
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
@@ -198,4 +198,4 @@ Copyright 2018 Netflix, Inc.
    distributed under the License is distributed on an "AS IS" BASIS,
    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    See the License for the specific language governing permissions and
-   limitations under the License.
+   limitations under the License.

LIST_OF_CHECKS_AND_GROUPS.md

@@ -1,5 +0,0 @@
-```
-./prowler -l # to see all available checks and their groups.
-./prowler -L # to see all available groups only.
-./prowler -l -g groupname # to see checks in a particular group
-```

Makefile

@@ -0,0 +1,59 @@
+.DEFAULT_GOAL:=help
+
+##@ Testing
+test:   ## Test with pytest
+	rm -rf .coverage && \
+	pytest -n auto -vvv -s --cov=./prowler --cov-report=xml tests
+
+coverage: ## Show Test Coverage
+	coverage run --skip-covered -m pytest -v && \
+	coverage report -m && \
+	rm -rf .coverage && \
+	coverage report -m
+
+coverage-html: ## Show Test Coverage
+	rm -rf ./htmlcov && \
+	coverage html && \
+	open htmlcov/index.html
+
+##@ Linting
+format: ## Format Code
+	@echo "Running black..."
+	black .
+
+lint: ## Lint Code
+	@echo "Running flake8..."
+	flake8 . --ignore=E266,W503,E203,E501,W605,E128 --exclude contrib
+	@echo "Running black... "
+	black --check .
+	@echo "Running pylint..."
+	pylint --disable=W,C,R,E -j 0 prowler util
+
+##@ PyPI
+pypi-clean: ## Delete the distribution files
+	rm -rf ./dist && rm -rf ./build && rm -rf prowler.egg-info
+
+pypi-build: ## Build package
+	$(MAKE) pypi-clean && \
+	poetry build
+
+pypi-upload: ## Upload package
+	python3 -m twine upload --repository pypi dist/*
+
+
+##@ Help
+help:     ## Show this help.
+	@echo "Prowler Makefile"
+	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m<target>\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf "  \033[36m%-15s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
+
+##@ Build no cache
+build-no-cache-dev: 
+	docker compose -f docker-compose-dev.yml build --no-cache api-dev worker-dev worker-beat
+
+##@ Development Environment
+run-api-dev: ## Start development environment with API, PostgreSQL, Valkey, and workers 
+	docker compose -f docker-compose-dev.yml up api-dev postgres valkey worker-dev worker-beat
+
+##@ Development Environment
+build-and-run-api-dev: build-no-cache-dev run-api-dev
+

Pipfile

@@ -1,13 +0,0 @@
-[[source]]
-name = "pypi"
-url = "https://pypi.org/simple"
-verify_ssl = true
-
-[dev-packages]
-
-[packages]
-boto3 = ">=1.9.188"
-detect-secrets = "==1.0.3"
-
-[requires]
-python_version = "3.7"

README.md

@@ -1,758 +1,320 @@
 <p align="center">
-  <img src="https://user-images.githubusercontent.com/3985464/113734260-7ba06900-96fb-11eb-82bc-d4f68a1e2710.png" />
+  <img align="center" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-black.png#gh-light-mode-only" width="50%" height="50%">
+  <img align="center" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-white.png#gh-dark-mode-only" width="50%" height="50%">
+</p>
+<p align="center">
+  <b><i>Prowler</b> is the Open Cloud Security platform trusted by thousands to automate security and compliance in any cloud environment. With hundreds of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
+</p>
+<p align="center">
+<b>Secure ANY cloud at AI Speed at <a href="https://prowler.com">prowler.com</i></b>
 </p>
 
 <p align="center">
-  <a href="https://discord.gg/UjSMCVnxSB"><img alt="Discord Shield" src="https://img.shields.io/discord/807208614288818196"></a>
+<a href="https://goto.prowler.com/slack"><img width="30" height="30" alt="Prowler community on Slack" src="https://github.com/prowler-cloud/prowler/assets/38561120/3c8b4ec5-6849-41a5-b5e1-52bbb94af73a"></a>
+  <br>
+  <a href="https://goto.prowler.com/slack">Join our Prowler community!</a>
+</p>
+<hr>
+<p align="center">
+  <a href="https://goto.prowler.com/slack"><img alt="Slack Shield" src="https://img.shields.io/badge/slack-prowler-brightgreen.svg?logo=slack"></a>
+  <a href="https://pypi.org/project/prowler/"><img alt="Python Version" src="https://img.shields.io/pypi/v/prowler.svg"></a>
+  <a href="https://pypi.python.org/pypi/prowler/"><img alt="Python Version" src="https://img.shields.io/pypi/pyversions/prowler.svg"></a>
+  <a href="https://pypistats.org/packages/prowler"><img alt="PyPI Downloads" src="https://img.shields.io/pypi/dw/prowler.svg?label=downloads"></a>
   <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/toniblyx/prowler"></a>
-  <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker" src="https://img.shields.io/docker/cloud/build/toniblyx/prowler"></a>
-  <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker" src="https://img.shields.io/docker/image-size/toniblyx/prowler"></a>
-  <a href="https://gallery.ecr.aws/o4g1s5r6/prowler"><img width="18%" height="18%" alt="AWS ECR Gallery" src="https://user-images.githubusercontent.com/3985464/151531396-b6535a68-c907-44eb-95a1-a09508178616.png"></a>
-  <a href="https://github.com/prowler-cloud/prowler"><img alt="Repo size" src="https://img.shields.io/github/repo-size/prowler-cloud/prowler"></a>
-  <a href="https://github.com/prowler-cloud/prowler"><img alt="Lines" src="https://img.shields.io/tokei/lines/github/prowler-cloud/prowler"></a>
-  <a href="https://github.com/prowler-cloud/prowler/issues"><img alt="Issues" src="https://img.shields.io/github/issues/prowler-cloud/prowler"></a>
-  <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/v/release/prowler-cloud/prowler?include_prereleases"></a>
+  <a href="https://gallery.ecr.aws/prowler-cloud/prowler"><img width="120" height=19" alt="AWS ECR Gallery" src="https://user-images.githubusercontent.com/3985464/151531396-b6535a68-c907-44eb-95a1-a09508178616.png"></a>
+  <a href="https://codecov.io/gh/prowler-cloud/prowler"><img src="https://codecov.io/gh/prowler-cloud/prowler/graph/badge.svg?token=OflBGsdpDl"/></a>
+  <a href="https://insights.linuxfoundation.org/project/prowler-cloud-prowler"><img src="https://insights.linuxfoundation.org/api/badge/health-score?project=prowler-cloud-prowler"/></a>
+</p>
+<p align="center">
+    <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/v/release/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/release-date/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler"><img alt="Contributors" src="https://img.shields.io/github/contributors-anon/prowler-cloud/prowler"></a>
+  <a href="https://github.com/prowler-cloud/prowler/issues"><img alt="Issues" src="https://img.shields.io/github/issues/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler"><img alt="License" src="https://img.shields.io/github/license/prowler-cloud/prowler"></a>
   <a href="https://twitter.com/ToniBlyx"><img alt="Twitter" src="https://img.shields.io/twitter/follow/toniblyx?style=social"></a>
+  <a href="https://twitter.com/prowlercloud"><img alt="Twitter" src="https://img.shields.io/twitter/follow/prowlercloud?style=social"></a>
 </p>
-
+<hr>
 <p align="center">
-  <i>Prowler</i> is an Open Source security tool to perform AWS security best practices assessments, audits, incident response, continuous monitoring, hardening and forensics readiness. It contains more than 200 controls covering CIS, PCI-DSS, ISO27001, GDPR, HIPAA, FFIEC, SOC2, AWS FTR, ENS and custome security frameworks.
+  <img align="center" src="/docs/img/prowler-cloud.gif" width="100%" height="100%">
 </p>
 
-## Table of Contents
+# Description
 
-- [Description](#description)
-- [Features](#features)
-- [High level architecture](#high-level-architecture)
-- [Requirements and Installation](#requirements-and-installation)
-- [Usage](#usage)
-- [Screenshots](#screenshots)
-- [Advanced Usage](#advanced-usage)
-- [Security Hub integration](#security-hub-integration)
-- [CodeBuild deployment](#codebuild-deployment)
-- [Allowlist or remove FAIL from resources](#allowlist-or-allowlist-or-remove-a-fail-from-resources)
-- [Fix](#how-to-fix-every-fail)
-- [Troubleshooting](#troubleshooting)
-- [Extras](#extras)
-- [Forensics Ready Checks](#forensics-ready-checks)
-- [GDPR Checks](#gdpr-checks)
-- [HIPAA Checks](#hipaa-checks)
-- [Trust Boundaries Checks](#trust-boundaries-checks)
-- [Multi Account and Continuous Monitoring](util/org-multi-account/README.md)
-- [Add Custom Checks](#add-custom-checks)
-- [Third Party Integrations](#third-party-integrations)
-- [Full list of checks and groups](/LIST_OF_CHECKS_AND_GROUPS.md)
-- [License](#license)
+**Prowler** is the world’s most widely used _open-source cloud security platform_ that automates security and compliance across **any cloud environment**. With hundreds of ready-to-use security checks, remediation guidance, and compliance frameworks, Prowler is built to _“Secure ANY cloud at AI Speed”_. Prowler delivers **AI-driven**, **customizable**, and **easy-to-use** assessments, dashboards, reports, and integrations, making cloud security **simple**, **scalable**, and **cost-effective** for organizations of any size.
 
-## Description
+Prowler includes hundreds of built-in controls to ensure compliance with standards and frameworks, including:
 
-Prowler is a command line tool that helps you with AWS security assessment, auditing, hardening and incident response.
+- **Prowler ThreatScore:** Weighted risk prioritization scoring that helps you focus on the most critical security findings first
+- **Industry Standards:** CIS, NIST 800, NIST CSF, CISA, and MITRE ATT&CK
+- **Regulatory Compliance and Governance:** RBI, FedRAMP, PCI-DSS, and NIS2
+- **Frameworks for Sensitive Data and Privacy:** GDPR, HIPAA, and FFIEC
+- **Frameworks for Organizational Governance and Quality Control:** SOC2, GXP, and ISO 27001
+- **Cloud-Specific Frameworks:** AWS Foundational Technical Review (FTR), AWS Well-Architected Framework, and BSI C5
+- **National Security Standards:** ENS (Spanish National Security Scheme) and KISA ISMS-P (Korean)
+- **Custom Security Frameworks:** Tailored to your needs
 
-It follows guidelines of the CIS Amazon Web Services Foundations Benchmark (49 checks) and has more than 100 additional checks including related to GDPR, HIPAA, PCI-DSS, ISO-27001, FFIEC, SOC2 and others.
+## Prowler App / Prowler Cloud
 
-Read more about [CIS Amazon Web Services Foundations Benchmark v1.2.0 - 05-23-2018](https://d0.awsstatic.com/whitepapers/compliance/AWS_CIS_Foundations_Benchmark.pdf)
+Prowler App / [Prowler Cloud](https://cloud.prowler.com/) is a web-based application that simplifies running Prowler across your cloud provider accounts. It provides a user-friendly interface to visualize the results and streamline your security assessments.
 
-## Features
+![Prowler App](docs/images/products/overview.png)
+![Risk Pipeline](docs/images/products/risk-pipeline.png)
+![Threat Map](docs/images/products/threat-map.png)
 
-+200 checks covering security best practices across all AWS regions and most of AWS services and related to the next groups:
 
-- Identity and Access Management [group1]
-- Logging  [group2]
-- Monitoring [group3]
-- Networking [group4]
-- CIS Level 1 [cislevel1]
-- CIS Level 2 [cislevel2]
-- Extras *see Extras section* [extras]
-- Forensics related group of checks [forensics-ready]
-- GDPR [gdpr] Read more [here](#gdpr-checks)
-- HIPAA [hipaa] Read more [here](#hipaa-checks)
-- Trust Boundaries [trustboundaries] Read more [here](#trust-boundaries-checks)
-- Secrets
-- Internet exposed resources
-- EKS-CIS
-- Also includes PCI-DSS, ISO-27001, FFIEC, SOC2, ENS (Esquema Nacional de Seguridad of Spain).
-- AWS FTR [FTR] Read more [here](#aws-ftr-checks)
+>For more details, refer to the [Prowler App Documentation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-app-installation)
 
-With Prowler you can:
+## Prowler CLI
 
-- Get a direct colorful or monochrome report
-- A HTML, CSV, JUNIT, JSON or JSON ASFF (Security Hub) format report
-- Send findings directly to Security Hub
-- Run specific checks and groups or create your own
-- Check multiple AWS accounts in parallel or sequentially
-- And more! Read examples below
+```console
+prowler <provider>
+```
+![Prowler CLI Execution](docs/img/short-display.png)
 
-## High level architecture
 
-You can run Prowler from your workstation, an EC2 instance, Fargate or any other container, Codebuild, CloudShell and Cloud9.
+## Prowler Dashboard
 
-![Prowler high level architecture](https://user-images.githubusercontent.com/3985464/109143232-1488af80-7760-11eb-8d83-726790fda592.jpg)
-## Requirements and Installation
+```console
+prowler dashboard
+```
+![Prowler Dashboard](docs/images/products/dashboard.png)
 
-Prowler has been written in bash using AWS-CLI underneath and it works in Linux, Mac OS or Windows with cygwin or virtualization. Also requires `jq` and `detect-secrets` to work properly.
+# Prowler at a Glance
+> [!Tip]
+> For the most accurate and up-to-date information about checks, services, frameworks, and categories, visit [**Prowler Hub**](https://hub.prowler.com).
 
-- Make sure the latest version of AWS-CLI is installed. It works with either v1 or v2, however _latest v2 is recommended if using new regions since they require STS v2 token_, and other components needed, with Python pip already installed.
 
-- For Amazon Linux (`yum` based Linux distributions and AWS CLI v2):
-    ```
-    sudo yum update -y
-    sudo yum remove -y awscli
-    curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
-    unzip awscliv2.zip
-    sudo ./aws/install
-    sudo yum install -y python3 jq git
-    sudo pip3 install detect-secrets==1.0.3
-    git clone https://github.com/prowler-cloud/prowler
-    ```
-- For Ubuntu Linux (`apt` based Linux distributions and AWS CLI v2):
-    ```
-    sudo apt update
-    sudo apt install python3 python3-pip jq git zip
-    pip install detect-secrets==1.0.3
-    curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
-    unzip awscliv2.zip
-    sudo ./aws/install
-    git clone https://github.com/prowler-cloud/prowler
-    ```
+| Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/compliance/) | [Categories](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/misc/#categories) | Support | Interface |
+|---|---|---|---|---|---|---|
+| AWS | 584 | 85 | 40 | 17 | Official | UI, API, CLI |
+| GCP | 89 | 17 | 14 | 5 | Official | UI, API, CLI |
+| Azure | 169 | 22 | 15 | 8 | Official | UI, API, CLI |
+| Kubernetes | 84 | 7 | 6 | 9 | Official | UI, API, CLI |
+| GitHub | 20 | 2 | 1 | 2 | Official | UI, API, CLI |
+| M365 | 70 | 7 | 3 | 2 | Official | UI, API, CLI |
+| OCI | 52 | 15 | 1 | 12 | Official | UI, API, CLI |
+| Alibaba Cloud | 63 | 10 | 1 | 9 | Official | CLI |
+| IaC | [See `trivy` docs.](https://trivy.dev/latest/docs/coverage/iac/) | N/A | N/A | N/A | Official | UI, API, CLI |
+| MongoDB Atlas | 10 | 4 | 0 | 3 | Official | UI, API, CLI |
+| LLM | [See `promptfoo` docs.](https://www.promptfoo.dev/docs/red-team/plugins/) | N/A | N/A | N/A | Official | CLI |
+| NHN | 6 | 2 | 1 | 0 | Unofficial | CLI |
 
-    > NOTE: detect-secrets Yelp version is no longer supported, the one from IBM is mantained now. Use the one mentioned below or the specific Yelp version 1.0.3 to make sure it works as expected (`pip install detect-secrets==1.0.3`):
-    ```sh
-    pip install "git+https://github.com/ibm/detect-secrets.git@master#egg=detect-secrets"
-    ```
+> [!Note]
+> The numbers in the table are updated periodically.
 
-    AWS-CLI can be also installed it using other methods, refer to official documentation for more details: <https://aws.amazon.com/cli/>, but `detect-secrets` has to be installed using `pip` or `pip3`.
 
-- Once Prowler repository is cloned, get into the folder and you can run it:
 
-    ```sh
-    cd prowler
-    ./prowler
-    ```
+> [!Note]
+> Use the following commands to list Prowler's available checks, services, compliance frameworks, and categories:
+> - `prowler <provider> --list-checks`
+> - `prowler <provider> --list-services`
+> - `prowler <provider> --list-compliance`
+> - `prowler <provider> --list-categories`
 
-- Since Prowler users AWS CLI under the hood, you can follow any authentication method as described [here](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-quickstart.html#cli-configure-quickstart-precedence). Make sure you have properly configured your AWS-CLI with a valid Access Key and Region or declare AWS variables properly (or instance profile/role):
+# 💻 Installation
 
-    ```sh
-    aws configure
-    ```
+## Prowler App
 
-    or
+Prowler App offers flexible installation methods tailored to various environments:
 
-    ```sh
-    export AWS_ACCESS_KEY_ID="ASXXXXXXX"
-    export AWS_SECRET_ACCESS_KEY="XXXXXXXXX"
-    export AWS_SESSION_TOKEN="XXXXXXXXX"
-    ```
+> For detailed instructions on using Prowler App, refer to the [Prowler App Usage Guide](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/prowler-app/).
 
-- Those credentials must be associated to a user or role with proper permissions to do all checks. To make sure, add the AWS managed policies, SecurityAudit and ViewOnlyAccess, to the user or role being used.  Policy ARNs are:
+### Docker Compose
 
-    ```sh
-    arn:aws:iam::aws:policy/SecurityAudit
-    arn:aws:iam::aws:policy/job-function/ViewOnlyAccess
-    ```
+**Requirements**
 
-    > Additional permissions needed: to make sure Prowler can scan all services included in the group *Extras*, make sure you attach also the custom policy [prowler-additions-policy.json](https://github.com/prowler-cloud/prowler/blob/master/iam/prowler-additions-policy.json) to the role you are using. If you want Prowler to send findings to [AWS Security Hub](https://aws.amazon.com/security-hub), make sure you also attach the custom policy [prowler-security-hub.json](https://github.com/prowler-cloud/prowler/blob/master/iam/prowler-security-hub.json).
+* `Docker Compose` installed: https://docs.docker.com/compose/install/.
 
-## Usage
+**Commands**
 
-1. Run the `prowler` command without options (it will use your environment variable credentials if they exist or will default to using the `~/.aws/credentials` file and run checks over all regions when needed. The default region is us-east-1):
-
-    ```sh
-    ./prowler
-    ```
-
-    Use `-l` to list all available checks and the groups (sections) that reference them. To list all groups use `-L` and to list content of a group use `-l -g <groupname>`.
-
-    If you want to avoid installing dependencies run it using Docker:
-
-    ```sh
-    docker run -ti --rm --name prowler --env AWS_ACCESS_KEY_ID --env AWS_SECRET_ACCESS_KEY --env AWS_SESSION_TOKEN toniblyx/prowler:latest
-    ```
-
-    In case you want to get reports created by Prowler use docker volume option like in the example below:
-    ```sh
-    docker run -ti --rm -v /your/local/output:/prowler/output --name prowler --env AWS_ACCESS_KEY_ID --env AWS_SECRET_ACCESS_KEY --env AWS_SESSION_TOKEN toniblyx/prowler:latest -g hipaa -M csv,json,html
-    ```
-
-1. For custom AWS-CLI profile and region, use the following: (it will use your custom profile and run checks over all regions when needed):
-
-    ```sh
-    ./prowler -p custom-profile -r us-east-1
-    ```
-
-1. For a single check use option `-c`:
-
-    ```sh
-    ./prowler -c check310
-    ```
-
-    With Docker:
-
-    ```sh
-    docker run -ti --rm --name prowler --env AWS_ACCESS_KEY_ID --env AWS_SECRET_ACCESS_KEY --env AWS_SESSION_TOKEN toniblyx/prowler:latest "-c check310"
-    ```
-
-    or multiple checks separated by comma:
-
-    ```sh
-    ./prowler -c check310,check722
-    ```
-
-    or all checks but some of them:
-
-    ```sh
-    ./prowler -E check42,check43
-    ```
-
-    or for custom profile and region:
-
-    ```sh
-    ./prowler -p custom-profile -r us-east-1 -c check11
-    ```
-
-    or for a group of checks use group name:
-
-    ```sh
-    ./prowler -g group1 # for iam related checks
-    ```
-
-    or exclude some checks in the group:
-
-    ```sh
-    ./prowler -g group4 -E check42,check43
-    ```
-
-    Valid check numbers are based on the AWS CIS Benchmark guide, so 1.1 is check11 and 3.10 is check310
-
-### Regions
-
-By default, Prowler scans all opt-in regions available, that might take a long execution time depending on the number of resources and regions used. Same applies for GovCloud or China regions. See below Advance usage for examples.
-
-Prowler has two parameters related to regions: `-r` that is used query AWS services API endpoints (it uses `us-east-1` by default and required for GovCloud or China) and the option `-f` that is to filter those regions you only want to scan. For example if you want to scan Dublin only use `-f eu-west-1` and if you want to scan Dublin and Ohio `-f eu-west-1,us-east-1`, note the regions are separated by a comma deliminator (it can be used as before with `-f 'eu-west-1,us-east-1'`).
-
-## Screenshots
-
-- Sample screenshot of default console report first lines of command `./prowler`:
-
-    <img width="900" src="https://user-images.githubusercontent.com/3985464/141444529-84640bed-be0b-4112-80a2-2a43e3ebf53f.png">
-
-- Sample screenshot of the html output `-M html`:
-
-    <img width="900" alt="Prowler html" src="https://user-images.githubusercontent.com/3985464/141443976-41d32cc2-533d-405a-92cb-affc3995d6ec.png">
-
-- Sample screenshot of the Quicksight dashboard, see [quicksight-security-dashboard.workshop.aws](https://quicksight-security-dashboard.workshop.aws/):
-
-    <img width="900" alt="Prowler with Quicksight" src="https://user-images.githubusercontent.com/3985464/128932819-0156e838-286d-483c-b953-fda68a325a3d.png">
-
-- Sample screenshot of the junit-xml output in CodeBuild `-M junit-xml`:
-
-    <img width="900" src="https://user-images.githubusercontent.com/3985464/113942824-ca382b00-9801-11eb-84e5-d7731548a7a9.png">
-
-### Save your reports
-
-1. If you want to save your report for later analysis thare are different ways, natively (supported text, mono, csv, json, json-asff, junit-xml and html, see note below for more info):
-
-    ```sh
-    ./prowler -M csv
-    ```
-
-    or with multiple formats at the same time:
-
-    ```sh
-    ./prowler -M csv,json,json-asff,html
-    ```
-
-    or just a group of checks in multiple formats:
-
-    ```sh
-    ./prowler -g gdpr -M csv,json,json-asff
-    ```
-
-    or if you want a sorted and dynamic HTML report do:
-
-    ```sh
-    ./prowler -M html
-    ```
-
-    Now `-M` creates a file inside the prowler `output` directory named `prowler-output-AWSACCOUNTID-YYYYMMDDHHMMSS.format`. You don't have to specify anything else, no pipes, no redirects.
-
-    or just saving the output to a file like below:
-
-    ```sh
-    ./prowler -M mono > prowler-report.txt
-    ```
-
-    To generate JUnit report files, include the junit-xml format. This can be combined with any other format. Files are written inside a prowler root directory named `junit-reports`:
-
-    ```sh
-    ./prowler -M text,junit-xml
-    ```
-
-    >Note about output formats to use with `-M`: "text" is the default one with colors, "mono" is like default one but monochrome, "csv" is comma separated values, "json" plain basic json (without comma between lines) and "json-asff" is also json with Amazon Security Finding Format that you can ship to Security Hub using `-S`.
-
-    To save your report in an S3 bucket, use `-B` to define a custom output bucket along with `-M` to define the output format that is going to be uploaded to S3:
-
-    ```sh
-    ./prowler -M csv -B my-bucket/folder/
-    ```
-    >In the case you do not want to use the assumed role credentials but the initial credentials to put the reports into the S3 bucket, use `-D` instead of `-B`. Make sure that the used credentials have s3:PutObject permissions in the S3 path where the reports are going to be uploaded.
-
-    When generating multiple formats and running using Docker, to retrieve the reports, bind a local directory to the container, e.g.:
-
-    ```sh
-    docker run -ti --rm --name prowler --volume "$(pwd)":/prowler/output --env AWS_ACCESS_KEY_ID --env AWS_SECRET_ACCESS_KEY --env AWS_SESSION_TOKEN toniblyx/prowler:latest -M csv,json
-    ```
-
-1. To perform an assessment based on CIS Profile Definitions you can use cislevel1 or cislevel2 with `-g` flag, more information about this [here, page 8](https://d0.awsstatic.com/whitepapers/compliance/AWS_CIS_Foundations_Benchmark.pdf):
-
-    ```sh
-    ./prowler -g cislevel1
-    ```
-
-1. If you want to run Prowler to check multiple AWS accounts in parallel (runs up to 4 simultaneously `-P 4`) but you may want to read below in Advanced Usage section to do so assuming a role:
-
-    ```sh
-    grep -E '^\[([0-9A-Aa-z_-]+)\]'  ~/.aws/credentials | tr -d '][' | shuf |  \
-    xargs -n 1 -L 1 -I @ -r -P 4 ./prowler -p @ -M csv  2> /dev/null  >> all-accounts.csv
-    ```
-
-1. For help about usage run:
-
-    ```
-    ./prowler -h
-    ```
-
-## Advanced Usage
-
-### Assume Role:
-
-Prowler uses the AWS CLI underneath so it uses the same authentication methods. However, there are few ways to run Prowler against multiple accounts using IAM Assume Role feature depending on eachg use case. You can just set up your custom profile inside `~/.aws/config` with all needed information about the role to assume then call it with `./prowler -p your-custom-profile`. Additionally you can use `-A 123456789012` and `-R RemoteRoleToAssume` and Prowler will get those temporary credentials using `aws sts assume-role`, set them up as environment variables and run against that given account. To create a role to assume in multiple accounts easier eather as CFN Stack or StackSet, look at [this CloudFormation template](iam/create_role_to_assume_cfn.yaml) and adapt it.
-
-```sh
-./prowler -A 123456789012 -R ProwlerRole
+``` console
+curl -LO https://raw.githubusercontent.com/prowler-cloud/prowler/refs/heads/master/docker-compose.yml
+curl -LO https://raw.githubusercontent.com/prowler-cloud/prowler/refs/heads/master/.env
+docker compose up -d
 ```
 
-```sh
-./prowler -A 123456789012 -R ProwlerRole -I 123456
+> Containers are built for `linux/amd64`.
+
+### Configuring Your Workstation for Prowler App
+
+If your workstation's architecture is incompatible, you can resolve this by:
+
+- **Setting the environment variable**: `DOCKER_DEFAULT_PLATFORM=linux/amd64`
+- **Using the following flag in your Docker command**: `--platform linux/amd64`
+
+> Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.
+
+### Common Issues with Docker Pull Installation
+
+> [!Note]
+  If you want to use AWS role assumption (e.g., with the "Connect assuming IAM Role" option), you may need to mount your local `.aws` directory into the container as a volume (e.g., `- "${HOME}/.aws:/home/prowler/.aws:ro"`). There are several ways to configure credentials for Docker containers. See the [Troubleshooting](./docs/troubleshooting.md) section for more details and examples.
+
+You can find more information in the [Troubleshooting](./docs/troubleshooting.md) section.
+
+
+### From GitHub
+
+**Requirements**
+
+* `git` installed.
+* `poetry` v2 installed: [poetry installation](https://python-poetry.org/docs/#installation).
+* `pnpm` installed: [pnpm installation](https://pnpm.io/installation).
+* `Docker Compose` installed: https://docs.docker.com/compose/install/.
+
+**Commands to run the API**
+
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler/api
+poetry install
+eval $(poetry env activate)
+set -a
+source .env
+docker compose up postgres valkey -d
+cd src/backend
+python manage.py migrate --database admin
+gunicorn -c config/guniconf.py config.wsgi:application
+```
+> [!IMPORTANT]
+> As of Poetry v2.0.0, the `poetry shell` command has been deprecated. Use `poetry env activate` instead for environment activation.
+>
+> If your Poetry version is below v2.0.0, continue using `poetry shell` to activate your environment.
+> For further guidance, refer to the Poetry Environment Activation Guide https://python-poetry.org/docs/managing-environments/#activating-the-environment.
+
+> After completing the setup, access the API documentation at http://localhost:8080/api/v1/docs.
+
+**Commands to run the API Worker**
+
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler/api
+poetry install
+eval $(poetry env activate)
+set -a
+source .env
+cd src/backend
+python -m celery -A config.celery worker -l info -E
 ```
 
-> *NOTE 1 about Session Duration*: By default it gets credentials valid for 1 hour (3600 seconds). Depending on the mount of checks you run and the size of your infrastructure, Prowler may require more than 1 hour to finish. Use option `-T <seconds>`  to allow up to 12h (43200 seconds). To allow more than 1h you need to modify *"Maximum CLI/API session duration"* for that particular role, read more [here](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_use.html#id_roles_use_view-role-max-session).
+**Commands to run the API Scheduler**
 
-> *NOTE 2 about Session Duration*: Bear in mind that if you are using roles assumed by role chaining there is a hard limit of 1 hour so consider not using role chaining if possible, read more about that, in foot note 1 below the table [here](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_use.html).
-
-For example, if you want to get only the fails in CSV format from all checks regarding RDS without banner from the AWS Account 123456789012 assuming the role RemoteRoleToAssume and set a fixed session duration of 1h:
-
-```sh
-./prowler -A 123456789012 -R RemoteRoleToAssume -T 3600 -b -M cvs -q -g rds
-```
-or with a given External ID:
-```sh
-./prowler -A 123456789012 -R RemoteRoleToAssume -T 3600 -I 123456 -b -M cvs -q -g rds
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler/api
+poetry install
+eval $(poetry env activate)
+set -a
+source .env
+cd src/backend
+python -m celery -A config.celery beat -l info --scheduler django_celery_beat.schedulers:DatabaseScheduler
 ```
 
-### Assume Role and across all accounts in AWS Organizations or just a list of accounts:
+**Commands to run the UI**
 
-If you want to run Prowler or just a check or a group across all accounts of AWS Organizations you can do this:
-
-First get a list of accounts that are not suspended:
-```
-ACCOUNTS_IN_ORGS=$(aws organizations list-accounts --query Accounts[?Status==`ACTIVE`].Id --output text)
-```
-Then run Prowler to assume a role (same in all members) per each account, in this example it is just running one particular check:
-```
-for accountId in $ACCOUNTS_IN_ORGS; do ./prowler -A $accountId -R RemoteRoleToAssume -c extra79; done
-```
-Using the same for loop it can be scanned a list of accounts with a variable like `ACCOUNTS_LIST='11111111111 2222222222 333333333'`
-
-### Get AWS Account details from your AWS Organization:
-
-From Prowler v2.8, you can get additional information of the scanned account in CSV and JSON outputs. When scanning a single account you get the Account ID as part of the output. Now, if you have AWS Organizations and are scanning multiple accounts using the assume role functionality, Prowler can get your account details like Account Name, Email, ARN, Organization ID and Tags and you will have them next to every finding in the CSV and JSON outputs.
-In order to do that you can use the new option `-O <management account id>`, requires `-R <role to assume>` and also needs permissions `organizations:ListAccounts*` and `organizations:ListTagsForResource`. See the following sample command:
-```
-./prowler -R ProwlerScanRole -A 111111111111 -O 222222222222 -M json,csv
-```
-In that command Prowler will scan the account `111111111111` assuming the role `ProwlerScanRole` and getting the account details from the AWS Organizatiosn management account `222222222222` assuming the same role `ProwlerScanRole` for that and creating two reports with those details in JSON and CSV.
-
-In the JSON output below (redacted) you can see tags coded in base64 to prevent breaking CSV or JSON due to its format:
-
-```json
-  "Account Email": "my-prod-account@domain.com",
-  "Account Name": "my-prod-account",
-  "Account ARN": "arn:aws:organizations::222222222222:account/o-abcde1234/111111111111",
-  "Account Organization": "o-abcde1234",
-  "Account tags": "\"eyJUYWdzIjpasf0=\""
-```
-The additional fields in CSV header output are as follow:
-
-```csv
-ACCOUNT_DETAILS_EMAIL,ACCOUNT_DETAILS_NAME,ACCOUNT_DETAILS_ARN,ACCOUNT_DETAILS_ORG,ACCOUNT_DETAILS_TAGS
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler/ui
+pnpm install
+pnpm run build
+pnpm start
 ```
 
-### GovCloud
+> Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.
 
-Prowler runs in GovCloud regions as well. To make sure it points to the right API endpoint use `-r` to either `us-gov-west-1` or `us-gov-east-1`. If not filter region is used it will look for resources in both GovCloud regions by default:
-```sh
-./prowler -r us-gov-west-1
+## Prowler CLI
+### Pip package
+Prowler CLI is available as a project in [PyPI](https://pypi.org/project/prowler-cloud/). Consequently, it can be installed using pip with Python >3.9.1, <3.13:
+
+```console
+pip install prowler
+prowler -v
 ```
-> For Security Hub integration see below in Security Hub section.
+>For further guidance, refer to [https://docs.prowler.com](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-cli-installation)
 
-### Custom folder for custom checks
+### Containers
 
-Flag `-x /my/own/checks` will include any check in that particular directory (files must start by check). To see how to write checks see [Add Custom Checks](#add-custom-checks) section.
+**Available Versions of Prowler CLI**
 
-S3 URIs are also supported as custom folders for custom checks, e.g. `s3://bucket/prefix/checks`. Prowler will download the folder locally and run the checks as they are called with default execution,`-c` or `-g`.
->Make sure that the used credentials have s3:GetObject permissions in the S3 path where the custom checks are located.
+The following versions of Prowler CLI are available, depending on your requirements:
 
-### Show or log only FAILs
+- `latest`: Synchronizes with the `master` branch. Note that this version is not stable.
+- `v4-latest`: Synchronizes with the `v4` branch. Note that this version is not stable.
+- `v3-latest`: Synchronizes with the `v3` branch. Note that this version is not stable.
+- `<x.y.z>` (release): Stable releases corresponding to specific versions. You can find the complete list of releases [here](https://github.com/prowler-cloud/prowler/releases).
+- `stable`: Always points to the latest release.
+- `v4-stable`: Always points to the latest release for v4.
+- `v3-stable`: Always points to the latest release for v3.
 
-In order to remove noise and get only FAIL findings there is a `-q` flag that makes Prowler to show and log only FAILs. 
-It can be combined with any other option.
-Will show WARNINGS when a resource is excluded, just to take into consideration.
+The container images are available here:
+- Prowler CLI:
+    - [DockerHub](https://hub.docker.com/r/prowlercloud/prowler/tags)
+    - [AWS Public ECR](https://gallery.ecr.aws/prowler-cloud/prowler)
+- Prowler App:
+    - [DockerHub - Prowler UI](https://hub.docker.com/r/prowlercloud/prowler-ui/tags)
+    - [DockerHub - Prowler API](https://hub.docker.com/r/prowlercloud/prowler-api/tags)
 
-```sh
-# -q option combined with -M csv -b
-./prowler -q -M csv -b
+### From GitHub
+
+Python >3.9.1, <3.13 is required with pip and Poetry:
+
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler
+eval $(poetry env activate)
+poetry install
+python prowler-cli.py -v
 ```
+> [!IMPORTANT]
+> To clone Prowler on Windows, configure Git to support long file paths by running the following command: `git config core.longpaths true`.
 
-### Set the entropy limit for detect-secrets
+> [!IMPORTANT]
+> As of Poetry v2.0.0, the `poetry shell` command has been deprecated. Use `poetry env activate` instead for environment activation.
+>
+> If your Poetry version is below v2.0.0, continue using `poetry shell` to activate your environment.
+> For further guidance, refer to the Poetry Environment Activation Guide https://python-poetry.org/docs/managing-environments/#activating-the-environment.
 
-Sets the entropy limit for high entropy base64 strings from environment variable `BASE64_LIMIT`. Value must be between 0.0 and 8.0, defaults is 4.5.
-Sets the entropy limit for high entropy hex strings from environment variable `HEX_LIMIT`. Value must be between 0.0 and 8.0, defaults is 3.0.
+# ✏️ High level architecture
 
-```sh
-export BASE64_LIMIT=4.5
-export HEX_LIMIT=3.0
-```
-### Run Prowler using AWS CloudShell
+## Prowler App
+**Prowler App** is composed of three key components:
 
-An easy way to run Prowler to scan your account is using AWS CloudShell. Read more and learn how to do it [here](util/cloudshell/README.md).
+- **Prowler UI**: A web-based interface, built with Next.js, providing a user-friendly experience for executing Prowler scans and visualizing results.
+- **Prowler API**: A backend service, developed with Django REST Framework, responsible for running Prowler scans and storing the generated results.
+- **Prowler SDK**: A Python SDK designed to extend the functionality of the Prowler CLI for advanced capabilities.
 
-## Security Hub integration
+![Prowler App Architecture](docs/products/img/prowler-app-architecture.png)
 
-Since October 30th 2020 (version v2.3RC5), Prowler supports natively and as **official integration** sending findings to [AWS Security Hub](https://aws.amazon.com/security-hub). This integration allows Prowler to import its findings to AWS Security Hub. With Security Hub, you now have a single place that aggregates, organizes, and prioritizes your security alerts, or findings, from multiple AWS services, such as Amazon GuardDuty, Amazon Inspector, Amazon Macie, AWS Identity and Access Management (IAM) Access Analyzer, and AWS Firewall Manager, as well as from AWS Partner solutions and from Prowler for free. 
+## Prowler CLI
 
-Before sending findings to Prowler, you need to perform next steps:
-1. Since Security Hub is a region based service, enable it in the region or regions you require. Use the AWS Management Console or using the AWS CLI with this command if you have enough permissions: 
-    - `aws securityhub enable-security-hub --region <region>`.
-2. Enable Prowler as partner integration integration. Use the AWS Management Console or using the AWS CLI with this command if you have enough permissions: 
-    - `aws securityhub enable-import-findings-for-product --region <region> --product-arn arn:aws:securityhub:<region>::product/prowler/prowler` (change region also inside the ARN).
-    - Using the AWS Management Console:
-    ![Screenshot 2020-10-29 at 10 26 02 PM](https://user-images.githubusercontent.com/3985464/97634660-5ade3400-1a36-11eb-9a92-4a45cc98c158.png)
-3. As mentioned in section "Custom IAM Policy", to allow Prowler to import its findings to AWS Security Hub you need to add the policy below to the role or user running Prowler:
-    - [iam/prowler-security-hub.json](iam/prowler-security-hub.json)
+**Running Prowler**
 
-Once it is enabled, it is as simple as running the command below (for all regions):
+Prowler can be executed across various environments, offering flexibility to meet your needs. It can be run from:
 
-```sh
-./prowler -M json-asff -S
-```
-or for only one filtered region like eu-west-1:
-```sh
-./prowler -M json-asff -q -S -f eu-west-1
-```
-> Note 1: It is recommended to send only fails to Security Hub and that is possible adding `-q` to the command. 
+- Your own workstation
 
-> Note 2: Since Prowler perform checks to all regions by defaults you may need to filter by region when runing Security Hub integration, as shown in the example above. Remember to enable Security Hub in the region or regions you need by calling `aws securityhub enable-security-hub --region <region>` and run Prowler with the option `-f <region>` (if no region is used it will try to push findings in all regions hubs).
+- A Kubernetes Job
 
-> Note 3: to have updated findings in Security Hub you have to run Prowler periodically. Once a day or every certain amount of hours.
+- Google Compute Engine
 
-Once you run findings for first time you will be able to see Prowler findings in Findings section:
+- Azure Virtual Machines (VMs)
 
-![Screenshot 2020-10-29 at 10 29 05 PM](https://user-images.githubusercontent.com/3985464/97634676-66c9f600-1a36-11eb-9341-70feb06f6331.png)
+- Amazon EC2 instances
 
-### Security Hub in GovCloud regions
+- AWS Fargate or other container platforms
 
-To use Prowler and Security Hub integration in GovCloud there is an additional requirement, usage of `-r` is needed to point the API queries to the right API endpoint. Here is a sample command that sends only failed findings to Security Hub in region `us-gov-west-1`:
-```
-./prowler -r us-gov-west-1 -f us-gov-west-1 -S -M csv,json-asff -q
-```
+- CloudShell
 
-### Security Hub in China regions
+And many more environments.
 
-To use Prowler and Security Hub integration in China regions there is an additional requirement, usage of `-r` is needed to point the API queries to the right API endpoint. Here is a sample command that sends only failed findings to Security Hub in region `cn-north-1`:
-```
-./prowler -r cn-north-1 -f cn-north-1 -q -S -M csv,json-asff
-```
+![Architecture](docs/img/architecture.png)
 
-## CodeBuild deployment
+# 📖 Documentation
 
-Either to run Prowler once or based on a schedule this template makes it pretty straight forward. This template will create a CodeBuild environment and run Prowler directly leaving all reports in a bucket and creating a report also inside CodeBuild basedon the JUnit output from Prowler. Scheduling can be cron based like `cron(0 22 * * ? *)` or rate based like `rate(5 hours)` since CloudWatch Event rules (or Eventbridge) is used here.
+For installation instructions, usage details, tutorials, and the Developer Guide, visit https://docs.prowler.com/
 
-The Cloud Formation template that helps you doing that is [here](https://github.com/prowler-cloud/prowler/blob/master/util/codebuild/codebuild-prowler-audit-account-cfn.yaml). 
+# 📃 License
 
-> This is a simple solution to monitor one account. For multiples accounts see [Multi Account and Continuous Monitoring](util/org-multi-account/README.md).
+Prowler is licensed under the Apache License 2.0.
 
-## Allowlist or remove a fail from resources
-
-Sometimes you may find resources that are intentionally configured in a certain way that may be a bad practice but it is all right with it, for example an S3 bucket open to the internet hosting a web site, or a security group with an open port needed in your use case. Now you can use `-w allowlist_sample.txt` and add your resources as `checkID:resourcename` as in this command:
-
-```
-./prowler -w allowlist_sample.txt
-```
-
-S3 URIs are also supported as allowlist file, e.g. `s3://bucket/prefix/allowlist_sample.txt`
->Make sure that the used credentials have s3:GetObject permissions in the S3 path where the allowlist file is located.
-
-Allowlist option works along with other options and adds a `WARNING` instead of `INFO`, `PASS` or `FAIL` to any output format except for `json-asff`.
-
-## How to fix every FAIL
-
-Check your report and fix the issues following all specific guidelines per check in <https://d0.awsstatic.com/whitepapers/compliance/AWS_CIS_Foundations_Benchmark.pdf>
-
-## Troubleshooting
-
-### STS expired token
-
-If you are using an STS token for AWS-CLI and your session is expired you probably get this error:
-
-```sh
-A client error (ExpiredToken) occurred when calling the GenerateCredentialReport operation: The security token included in the request is expired
-```
-
-To fix it, please renew your token by authenticating again to the AWS API, see next section below if you use MFA.
-
-### Run Prowler with MFA protected credentials
-
-To run Prowler using a profile that requires MFA you just need to get the session token before hand. Just make sure you use this command:
-
-```sh
-aws --profile <YOUR_AWS_PROFILE> sts get-session-token --duration 129600 --serial-number <ARN_OF_MFA> --token-code <MFA_TOKEN_CODE> --output text
-```
-
-Once you get your token you can export it as environment variable:
-
-```sh
-export AWS_PROFILE=YOUR_AWS_PROFILE
-export AWS_SESSION_TOKEN=YOUR_NEW_TOKEN
-AWS_SECRET_ACCESS_KEY=YOUR_SECRET
-export AWS_ACCESS_KEY_ID=YOUR_KEY
-```
-
-or set manually up your `~/.aws/credentials` file properly.
-
-There are some helpfull tools to save time in this process like [aws-mfa-script](https://github.com/asagage/aws-mfa-script) or [aws-cli-mfa](https://github.com/sweharris/aws-cli-mfa).
-
-### AWS Managed IAM Policies
-
-[ViewOnlyAccess](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_job-functions.html#jf_view-only-user)
-- Use case: This user can view a list of AWS resources and basic metadata in the account across all services. The user cannot read resource content or metadata that goes beyond the quota and list information for resources.
-- Policy description: This policy grants List*, Describe*, Get*, View*, and Lookup* access to resources for most AWS services. To see what actions this policy includes for each service, see [ViewOnlyAccess Permissions](https://console.aws.amazon.com/iam/home#policies/arn:aws:iam::aws:policy/job-function/ViewOnlyAccess)
-
-[SecurityAudit](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_job-functions.html#jf_security-auditor)
-- Use case: This user monitors accounts for compliance with security requirements. This user can access logs and events to investigate potential security breaches or potential malicious activity.
-- Policy description: This policy grants permissions to view configuration data for many AWS services and to review their logs. To see what actions this policy includes for each service, see [SecurityAudit Permissions](https://console.aws.amazon.com/iam/home#policies/arn:aws:iam::aws:policy/SecurityAudit)
-
-### Custom IAM Policy
-
-[Prowler-Additions-Policy](iam/prowler-additions-policy.json)
-
-Some new and specific checks require Prowler to inherit more permissions than SecurityAudit and ViewOnlyAccess to work properly. In addition to the AWS managed policies, "SecurityAudit" and "ViewOnlyAccess", the user/role you use for checks may need to be granted a custom policy with a few more read-only permissions (to support additional services mostly). Here is an example policy with the additional rights, "Prowler-Additions-Policy" (see below bootstrap script for set it up):
-
-- [iam/prowler-additions-policy.json](iam/prowler-additions-policy.json)
-
-[Prowler-Security-Hub Policy](iam/prowler-security-hub.json)
-
-Allows Prowler to import its findings to [AWS Security Hub](https://aws.amazon.com/security-hub). More information in [Security Hub integration](#security-hub-integration):
-
-- [iam/prowler-security-hub.json](iam/prowler-security-hub.json)
-
-### Bootstrap Script
-
-Quick bash script to set up a "prowler" IAM user with "SecurityAudit" and "ViewOnlyAccess" group with the required permissions (including "Prowler-Additions-Policy"). To run the script below, you need user with administrative permissions; set the `AWS_DEFAULT_PROFILE` to use that account:
-
-```sh
-export AWS_DEFAULT_PROFILE=default
-export ACCOUNT_ID=$(aws sts get-caller-identity --query 'Account' | tr -d '"')
-aws iam create-group --group-name Prowler
-aws iam create-policy --policy-name Prowler-Additions-Policy --policy-document file://$(pwd)/iam/prowler-additions-policy.json
-aws iam attach-group-policy --group-name Prowler --policy-arn arn:aws:iam::aws:policy/SecurityAudit
-aws iam attach-group-policy --group-name Prowler --policy-arn arn:aws:iam::aws:policy/job-function/ViewOnlyAccess
-aws iam attach-group-policy --group-name Prowler --policy-arn arn:aws:iam::${ACCOUNT_ID}:policy/Prowler-Additions-Policy
-aws iam create-user --user-name prowler
-aws iam add-user-to-group --user-name prowler --group-name Prowler
-aws iam create-access-key --user-name prowler
-unset ACCOUNT_ID AWS_DEFAULT_PROFILE
-```
-
-The `aws iam create-access-key` command will output the secret access key and the key id; keep these somewhere safe, and add them to `~/.aws/credentials` with an appropriate profile name to use them with Prowler. This is the only time they secret key will be shown.  If you lose it, you will need to generate a replacement.
-
-> [This CloudFormation template](iam/create_role_to_assume_cfn.yaml) may also help you on that task.
-
-## Extras
-
-We are adding additional checks to improve the information gather from each account, these checks are out of the scope of the CIS benchmark for AWS, but we consider them very helpful to get to know each AWS account set up and find issues on it.
-
-Some of these checks look for publicly facing resources may not actually be fully public due to other layered controls like S3 Bucket Policies, Security Groups or Network ACLs.
-
-To list all existing checks in the extras group run the command below:
-
-```sh
-./prowler -l -g extras
-```
-
->There are some checks not included in that list, they are experimental or checks that takes long to run like `extra759` and `extra760` (search for secrets in Lambda function variables and code).
-
-To check all extras in one command:
-
-```sh
-./prowler -g extras
-```
-
-or to run just one of the checks:
-
-```sh
-./prowler -c extraNUMBER
-```
-
-or to run multiple extras in one go:
-
-```sh
-./prowler -c extraNumber,extraNumber
-```
-
-
-## Forensics Ready Checks
-
-With this group of checks, Prowler looks if each service with logging or audit capabilities has them enabled to ensure all needed evidences are recorded and collected for an eventual digital forensic investigation in case of incident. List of checks part of this group (you can also see all groups with `./prowler -L`). The list of checks can be seen in the group file at:
-
-[groups/group8_forensics](groups/group8_forensics)
-
-The `forensics-ready` group of checks uses existing and extra checks. To get a forensics readiness report, run this command:
-
-```sh
-./prowler -g forensics-ready
-```
-
-## GDPR Checks
-
-With this group of checks, Prowler shows result of checks related to GDPR, more information [here](https://github.com/prowler-cloud/prowler/issues/189). The list of checks can be seen in the group file at:
-
-[groups/group9_gdpr](groups/group9_gdpr)
-
-The `gdpr` group of checks uses existing and extra checks. To get a GDPR report, run this command:
-
-```sh
-./prowler -g gdpr
-```
-
-## AWS FTR Checks
-
-With this group of checks, Prowler shows result of checks related to the AWS Foundational Technical Review, more information [here](https://apn-checklists.s3.amazonaws.com/foundational/partner-hosted/partner-hosted/CVLHEC5X7.html). The list of checks can be seen in the group file at:
-
-[groups/group25_ftr](groups/group25_FTR)
-
-The `ftr` group of checks uses existing and extra checks. To get a AWS FTR report, run this command:
-
-```sh
-./prowler -g ftr
-```
-
-## HIPAA Checks
-
-With this group of checks, Prowler shows results of controls related to the "Security Rule" of the Health Insurance Portability and Accountability Act aka [HIPAA](https://www.hhs.gov/hipaa/for-professionals/security/index.html) as defined in [45 CFR Subpart C - Security Standards for the Protection of Electronic Protected Health Information](https://www.law.cornell.edu/cfr/text/45/part-164/subpart-C) within [PART 160 - GENERAL ADMINISTRATIVE REQUIREMENTS](https://www.law.cornell.edu/cfr/text/45/part-160) and [Subpart A](https://www.law.cornell.edu/cfr/text/45/part-164/subpart-A) and [Subpart C](https://www.law.cornell.edu/cfr/text/45/part-164/subpart-C) of PART 164 - SECURITY AND PRIVACY
-
-More information on the original PR is [here](https://github.com/prowler-cloud/prowler/issues/227).
-
-### Note on Business Associate Addendum's (BAA)
-
-Under the HIPAA regulations, cloud service providers (CSPs) such as AWS are considered business associates. The Business Associate Addendum (BAA) is an AWS contract that is required under HIPAA rules to ensure that AWS appropriately safeguards protected health information (PHI). The BAA also serves to clarify and limit, as appropriate, the permissible uses and disclosures of PHI by AWS, based on the relationship between AWS and our customers, and the activities or services being performed by AWS. Customers may use any AWS service in an account designated as a HIPAA account, but they should only process, store, and transmit protected health information (PHI) in the HIPAA-eligible services defined in the Business Associate Addendum (BAA). For the latest list of HIPAA-eligible AWS services, see [HIPAA Eligible Services Reference](https://aws.amazon.com/compliance/hipaa-eligible-services-reference/).
-
-More information on AWS & HIPAA can be found [here](https://aws.amazon.com/compliance/hipaa-compliance/)
-
-The list of checks showed by this group is as follows, they will be mostly relevant for Subsections [164.306 Security standards: General rules](https://www.law.cornell.edu/cfr/text/45/164.306) and [164.312 Technical safeguards](https://www.law.cornell.edu/cfr/text/45/164.312). Prowler is only able to make checks in the spirit of the technical requirements outlined in these Subsections, and cannot cover all procedural controls required. They be found in the group file at:
-
-[groups/group10_hipaa](groups/group10_hipaa)
-
-The `hipaa` group of checks uses existing and extra checks. To get a HIPAA report, run this command:
-
-```sh
-./prowler -g hipaa
-```
-
-## Trust Boundaries Checks
-
-### Definition and Terms
-
-The term "trust boundary" is originating from the threat modelling process and the most popular contributor Adam Shostack and author of "Threat Modeling: Designing for Security" defines it as following ([reference](https://adam.shostack.org/uncover.html)):
-
-> Trust boundaries are perhaps the most subjective of all: these represent the border between trusted and untrusted elements. Trust is complex. You might trust your mechanic with your car, your dentist with your teeth, and your banker with your money, but you probably don't trust your dentist to change your spark plugs.
-
-AWS is made to be flexible for service links within and between different AWS accounts, we all know that.
-
-This group of checks helps to analyse a particular AWS account (subject) on existing links to other AWS accounts across various AWS services, in order to identify untrusted links.
-
-### Run
-To give it a quick shot just call:
-
-```sh
-./prowler -g trustboundaries
-```
-
-### Scenarios
-
-Currently, this check group supports two different scenarios:
-
-1. Single account environment: no action required, the configuration is happening automatically for you.
-2. Multi account environment: in case you environment has multiple trusted and known AWS accounts you maybe want to append them manually to [groups/group16_trustboundaries](groups/group16_trustboundaries) as a space separated list into `GROUP_TRUSTBOUNDARIES_TRUSTED_ACCOUNT_IDS` variable, then just run prowler.
-
-### Coverage
-
-Current coverage of Amazon Web Service (AWS) taken from [here](https://docs.aws.amazon.com/whitepapers/latest/aws-overview/introduction.html):
-| Topic                           | Service    | Trust Boundary                                                            |
-|---------------------------------|------------|---------------------------------------------------------------------------|
-| Networking and Content Delivery | Amazon VPC | VPC endpoints connections ([extra786](checks/check_extra786))             |
-|                                 |            | VPC endpoints allowlisted principals ([extra787](checks/check_extra787))  |
-
-All ideas or recommendations to extend this group are very welcome [here](https://github.com/prowler-cloud/prowler/issues/new/choose).
-
-### Detailed Explanation of the Concept
-
-The diagrams depict two common scenarios, single account and multi account environments.
-Every circle represents one AWS account.
-The dashed line represents the trust boundary, that separates trust and untrusted AWS accounts.
-The arrow simply describes the direction of the trust, however the data can potentially flow in both directions.
-
-Single Account environment assumes that only the AWS account subject to this analysis is trusted. However, there is a chance that two VPCs are existing within that one AWS account which are still trusted as a self reference.
-![single-account-environment](/docs/images/prowler-single-account-environment.png)
-
-Multi Account environments assumes a minimum of two trusted or known accounts. For this particular example all trusted and known accounts will be tested. Therefore `GROUP_TRUSTBOUNDARIES_TRUSTED_ACCOUNT_IDS` variable in [groups/group16_trustboundaries](groups/group16_trustboundaries) should include all trusted accounts Account #A, Account #B, Account #C, and Account #D in order to finally raise Account #E and Account #F for being untrusted or unknown.
-![multi-account-environment](/docs/images/prowler-multi-account-environment.png)
-
-## Add Custom Checks
-
-In order to add any new check feel free to create a new extra check in the extras group or other group. To do so, you will need to follow these steps:
-
-1. Follow structure in file `checks/check_sample`
-2. Name your check with a number part of an existing group or a new one
-3. Save changes and run it as `./prowler -c extraNN`
-4. Send me a pull request! :)
-
-## Add Custom Groups
-
-1. Follow structure in file `groups/groupN_sample`
-1. Name your group with a non existing number
-1. Save changes and run it as `./prowler -g extraNN`
-1. Send me a pull request! :)
-
-- You can also create a group with only the checks that you want to perform in your company, for instance a group named `group9_mycompany` with only the list of checks that you care or your particular compliance applies.
-
-## Third Party Integrations
-
-### Telegram
-
-Javier Pecete has done an awesome job integrating Prowler with Telegram, you have more details here <https://github.com/i4specete/ServerTelegramBot>
-
-### Cloud Security Suite
-
-The guys of SecurityFTW have added Prowler in their Cloud Security Suite along with other cool security tools <https://github.com/SecurityFTW/cs-suite>
-
-## License
-
-Prowler is licensed as Apache License 2.0 as specified in each file. You may obtain a copy of the License at
-<http://www.apache.org/licenses/LICENSE-2.0>
-
-**I'm not related anyhow with CIS organization, I just write and maintain Prowler to help companies over the world to make their cloud infrastructure more secure.**
-
-If you want to contact me visit <https://blyx.com/contact> or follow me on Twitter <https://twitter.com/prowler-cloud> my DMs are open.
+A copy of the License is available at <http://www.apache.org/licenses/LICENSE-2.0>

SECURITY.md

@@ -0,0 +1,65 @@
+# Security
+
+## Reporting Vulnerabilities
+
+At Prowler, we consider the security of our open source software and systems a top priority. But no matter how much effort we put into system security, there can still be vulnerabilities present.
+
+If you discover a vulnerability, we would like to know about it so we can take steps to address it as quickly as possible. We would like to ask you to help us better protect our users, our clients and our systems.
+
+When reporting vulnerabilities, please consider (1) attack scenario / exploitability, and (2) the security impact of the bug. The following issues are considered out of scope:
+
+- Social engineering support or attacks requiring social engineering.
+- Clickjacking on pages with no sensitive actions.
+- Cross-Site Request Forgery (CSRF) on unauthenticated forms or forms with no sensitive actions.
+- Attacks requiring Man-In-The-Middle (MITM) or physical access to a user's device.
+- Previously known vulnerable libraries without a working Proof of Concept (PoC).
+- Comma Separated Values (CSV) injection without demonstrating a vulnerability.
+- Missing best practices in SSL/TLS configuration.
+- Any activity that could lead to the disruption of service (DoS).
+- Rate limiting or brute force issues on non-authentication endpoints.
+- Missing best practices in Content Security Policy (CSP).
+- Missing HttpOnly or Secure flags on cookies.
+- Configuration of or missing security headers.
+- Missing email best practices, such as invalid, incomplete, or missing SPF/DKIM/DMARC records.
+- Vulnerabilities only affecting users of outdated or unpatched browsers (less than two stable versions behind).
+- Software version disclosure, banner identification issues, or descriptive error messages.
+- Tabnabbing.
+- Issues that require unlikely user interaction.
+- Improper logout functionality and improper session timeout.
+- CORS misconfiguration without an exploitation scenario.
+- Broken link hijacking.
+- Automated scanning results (e.g., sqlmap, Burp active scanner) that have not been manually verified.
+- Content spoofing and text injection issues without a clear attack vector.
+- Email spoofing without exploiting security flaws.
+- Dead links or broken links.
+- User enumeration.
+
+Testing guidelines:
+- Do not run automated scanners on other customer projects. Running automated scanners can run up costs for our users. Aggressively configured scanners might inadvertently disrupt services, exploit vulnerabilities, lead to system instability or breaches and violate Terms of Service from our upstream providers. Our own security systems won't be able to distinguish hostile reconnaissance from whitehat research. If you wish to run an automated scanner, notify us at support@prowler.com and only run it on your own Prowler app project. Do NOT attack Prowler in usage of other customers.
+- Do not take advantage of the vulnerability or problem you have discovered, for example by downloading more data than necessary to demonstrate the vulnerability or deleting or modifying other people's data.
+
+Reporting guidelines:
+- File a report through our Support Desk at https://support.prowler.com
+- If it is about a lack of a security functionality, please file a feature request instead at https://github.com/prowler-cloud/prowler/issues
+- Do provide sufficient information to reproduce the problem, so we will be able to resolve it as quickly as possible.
+- If you have further questions and want direct interaction with the Prowler team, please contact us at via our Community Slack at goto.prowler.com/slack.
+
+Disclosure guidelines:
+- In order to protect our users and customers, do not reveal the problem to others until we have researched, addressed and informed our affected customers.
+- If you want to publicly share your research about Prowler at a conference, in a blog or any other public forum, you should share a draft with us for review and approval at least 30 days prior to the publication date. Please note that the following should not be included:
+    - Data regarding any Prowler user or customer projects.
+    - Prowler customers' data.
+    - Information about Prowler employees, contractors or partners.
+
+What we promise:
+- We will respond to your report within 5 business days with our evaluation of the report and an expected resolution date.
+- If you have followed the instructions above, we will not take any legal action against you in regard to the report.
+- We will handle your report with strict confidentiality, and not pass on your personal details to third parties without your permission.
+- We will keep you informed of the progress towards resolving the problem.
+- In the public information concerning the problem reported, we will give your name as the discoverer of the problem (unless you desire otherwise).
+
+We strive to resolve all problems as quickly as possible, and we would like to play an active role in the ultimate publication on the problem after it is resolved.
+
+---
+
+For more information about our security policies, please refer to our [Security](https://docs.prowler.com/projects/prowler-open-source/en/latest/security/) section in our documentation.

allowlist_example.txt

@@ -1,29 +0,0 @@
-# Each line is a (checkid:item) tuple
-
-# Example: Will not consider a myignoredbucket failures as full failure. (Still printed as a warning)
-check26:myignoredbucket
-
-# Note that by default, this searches for the string appearing *anywhere* in the resource name.
-# For example:
-#   extra718:ci-logs  # Will block bucket "ci-logs" AND ALSO bucket "ci-logs-replica"
-#   extra718:logs     # Will block EVERY BUCKET containing the string "logs"
-
-# line starting with # are ignored as comments
-# add a line per resource as here:
-#<checkid1>:<resource to ignore 1>
-#<checkid1>:<resource to ignore 2>
-# checkid2
-#<checkid2>:<resource to ignore 1>
-
-# REGEXES
-# This allowlist works with regexes (ERE, the same style of regex as grep -E and bash's =~ use)
-# therefore:
-# extra718:[[:alnum:]]+-logs # will ignore all buckets containing the terms ci-logs, qa-logs, etc.
-
-# EXAMPLE: CONTROL TOWER
-# When using Control Tower, guardrails prevent access to certain protected resources. The allowlist
-# below ensures that warnings instead of errors are reported for the affected resources.
-#extra734:aws-controltower-logs-[[:digit:]]+-[[:alpha:]\-]+
-#extra734:aws-controltower-s3-access-logs-[[:digit:]]+-[[:alpha:]\-]+
-#extra764:aws-controltower-logs-[[:digit:]]+-[[:alpha:]\-]+
-#extra764:aws-controltower-s3-access-logs-[[:digit:]]+-[[:alpha:]\-]+

api/.env.example

@@ -0,0 +1,60 @@
+# Django settings
+DJANGO_ALLOWED_HOSTS=localhost,127.0.0.1
+DJANGO_BIND_ADDRESS=0.0.0.0
+DJANGO_PORT=8000
+DJANGO_DEBUG=False
+# Select one of [production|devel]
+DJANGO_SETTINGS_MODULE=config.django.[production|devel]
+# Select one of [ndjson|human_readable]
+DJANGO_LOGGING_FORMATTER=[ndjson|human_readable]
+# Select one of [DEBUG|INFO|WARNING|ERROR|CRITICAL]
+# Applies to both Django and Celery Workers
+DJANGO_LOGGING_LEVEL=INFO
+DJANGO_WORKERS=4 # Defaults to the maximum available based on CPU cores if not set.
+DJANGO_TOKEN_SIGNING_KEY=""
+DJANGO_TOKEN_VERIFYING_KEY=""
+# Token lifetime is in minutes
+DJANGO_ACCESS_TOKEN_LIFETIME=30
+DJANGO_REFRESH_TOKEN_LIFETIME=1440
+DJANGO_CACHE_MAX_AGE=3600
+DJANGO_STALE_WHILE_REVALIDATE=60
+DJANGO_SECRETS_ENCRYPTION_KEY=""
+# Throttle, two options: Empty means no throttle; or if desired use one in DRF format: https://www.django-rest-framework.org/api-guide/throttling/#setting-the-throttling-policy
+DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
+# Decide whether to allow Django manage database table partitions
+DJANGO_MANAGE_DB_PARTITIONS=[True|False]
+DJANGO_CELERY_DEADLOCK_ATTEMPTS=5
+DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
+DJANGO_SENTRY_DSN=
+
+# PostgreSQL settings
+# If running django and celery on host, use 'localhost', else use 'postgres-db'
+POSTGRES_HOST=[localhost|postgres-db]
+POSTGRES_PORT=5432
+POSTGRES_ADMIN_USER=prowler
+POSTGRES_ADMIN_PASSWORD=S3cret
+POSTGRES_USER=prowler_user
+POSTGRES_PASSWORD=S3cret
+POSTGRES_DB=prowler_db
+
+# Valkey settings
+# If running django and celery on host, use localhost, else use 'valkey'
+VALKEY_HOST=[localhost|valkey]
+VALKEY_PORT=6379
+VALKEY_DB=0
+
+# Sentry settings
+SENTRY_ENVIRONMENT=local
+SENTRY_RELEASE=local
+
+# Social login credentials
+DJANGO_GOOGLE_OAUTH_CLIENT_ID=""
+DJANGO_GOOGLE_OAUTH_CLIENT_SECRET=""
+DJANGO_GOOGLE_OAUTH_CALLBACK_URL=""
+
+DJANGO_GITHUB_OAUTH_CLIENT_ID=""
+DJANGO_GITHUB_OAUTH_CLIENT_SECRET=""
+DJANGO_GITHUB_OAUTH_CALLBACK_URL=""
+
+# Deletion Task Batch Size
+DJANGO_DELETION_BATCH_SIZE=5000

api/CHANGELOG.md

@@ -0,0 +1,380 @@
+# Prowler API Changelog
+
+All notable changes to the **Prowler API** are documented in this file.
+
+## [1.17.0] (Prowler UNRELEASED)
+
+### Added
+- New endpoint to retrieve and overview of the categories based on finding severities [(#9529)](https://github.com/prowler-cloud/prowler/pull/9529)
+- Endpoints `GET /findings` and `GET /findings/latests` can now use the category filter [(#9529)](https://github.com/prowler-cloud/prowler/pull/9529)
+
+### Changed
+- Endpoint `GET /overviews/attack-surfaces` no longer returns the related check IDs [(#9529)](https://github.com/prowler-cloud/prowler/pull/9529)
+- OpenAI provider to only load chat-compatible models with tool calling support [(#9523)](https://github.com/prowler-cloud/prowler/pull/9523)
+- Increased execution delay for the first scheduled scan tasks to 5 seconds[(#9558)](https://github.com/prowler-cloud/prowler/pull/9558)
+
+### Fixed
+- Make `scan_id` a required filter in the compliance overview endpoint [(#9560)](https://github.com/prowler-cloud/prowler/pull/9560)
+
+---
+
+## [1.16.1] (Prowler v5.15.1)
+
+### Fixed
+- Race condition in scheduled scan creation by adding countdown to task [(#9516)](https://github.com/prowler-cloud/prowler/pull/9516)
+
+## [1.16.0] (Prowler v5.15.0)
+
+### Added
+- New endpoint to retrieve an overview of the attack surfaces [(#9309)](https://github.com/prowler-cloud/prowler/pull/9309)
+- New endpoint `GET /api/v1/overviews/findings_severity/timeseries` to retrieve daily aggregated findings by severity level [(#9363)](https://github.com/prowler-cloud/prowler/pull/9363)
+- Lighthouse AI support for Amazon Bedrock API key [(#9343)](https://github.com/prowler-cloud/prowler/pull/9343)
+- Exception handler for provider deletions during scans [(#9414)](https://github.com/prowler-cloud/prowler/pull/9414)
+- Support to use admin credentials through the read replica database [(#9440)](https://github.com/prowler-cloud/prowler/pull/9440)
+
+### Changed
+- Error messages from Lighthouse celery tasks [(#9165)](https://github.com/prowler-cloud/prowler/pull/9165)
+- Restore the compliance overview endpoint's mandatory filters [(#9338)](https://github.com/prowler-cloud/prowler/pull/9338)
+
+---
+
+## [1.15.2] (Prowler v5.14.2)
+
+### Fixed
+- Unique constraint violation during compliance overviews task [(#9436)](https://github.com/prowler-cloud/prowler/pull/9436)
+- Division by zero error in ENS PDF report when all requirements are manual [(#9443)](https://github.com/prowler-cloud/prowler/pull/9443)
+
+---
+
+## [1.15.1] (Prowler v5.14.1)
+
+### Fixed
+- Fix typo in PDF reporting [(#9345)](https://github.com/prowler-cloud/prowler/pull/9345)
+- Fix IaC provider initialization failure when mutelist processor is configured [(#9331)](https://github.com/prowler-cloud/prowler/pull/9331)
+- Match logic for ThreatScore when counting findings [(#9348)](https://github.com/prowler-cloud/prowler/pull/9348)
+
+---
+
+## [1.15.0] (Prowler v5.14.0)
+
+### Added
+- IaC (Infrastructure as Code) provider support for remote repositories [(#8751)](https://github.com/prowler-cloud/prowler/pull/8751)
+- Extend `GET /api/v1/providers` with provider-type filters and optional pagination disable to support the new Overview filters [(#8975)](https://github.com/prowler-cloud/prowler/pull/8975)
+- New endpoint to retrieve the number of providers grouped by provider type [(#8975)](https://github.com/prowler-cloud/prowler/pull/8975)
+- Support for configuring multiple LLM providers [(#8772)](https://github.com/prowler-cloud/prowler/pull/8772)
+- Support C5 compliance framework for Azure provider [(#9081)](https://github.com/prowler-cloud/prowler/pull/9081)
+- Support for Oracle Cloud Infrastructure (OCI) provider [(#8927)](https://github.com/prowler-cloud/prowler/pull/8927)
+- Support muting findings based on simple rules with custom reason [(#9051)](https://github.com/prowler-cloud/prowler/pull/9051)
+- Support C5 compliance framework for the GCP provider [(#9097)](https://github.com/prowler-cloud/prowler/pull/9097)
+- Support for Amazon Bedrock and OpenAI compatible providers in Lighthouse AI [(#8957)](https://github.com/prowler-cloud/prowler/pull/8957)
+- Support PDF reporting for ENS compliance framework [(#9158)](https://github.com/prowler-cloud/prowler/pull/9158)
+- Support PDF reporting for NIS2 compliance framework [(#9170)](https://github.com/prowler-cloud/prowler/pull/9170)
+- Tenant-wide ThreatScore overview aggregation and snapshot persistence with backfill support [(#9148)](https://github.com/prowler-cloud/prowler/pull/9148)
+- Added `metadata`, `details`, and `partition` attributes to `/resources` endpoint & `details`, and `partition` to `/findings` endpoint [(#9098)](https://github.com/prowler-cloud/prowler/pull/9098)
+- Support for MongoDB Atlas provider [(#9167)](https://github.com/prowler-cloud/prowler/pull/9167)
+- Support Prowler ThreatScore for the K8S provider [(#9235)](https://github.com/prowler-cloud/prowler/pull/9235)
+- Enhanced compliance overview endpoint with provider filtering and latest scan aggregation [(#9244)](https://github.com/prowler-cloud/prowler/pull/9244)
+- New endpoint `GET /api/v1/overview/regions` to retrieve aggregated findings data by region [(#9273)](https://github.com/prowler-cloud/prowler/pull/9273)
+
+### Changed
+- Optimized database write queries for scan related tasks [(#9190)](https://github.com/prowler-cloud/prowler/pull/9190)
+- Date filters are now optional for `GET /api/v1/overviews/services` endpoint; returns latest scan data by default [(#9248)](https://github.com/prowler-cloud/prowler/pull/9248)
+
+### Fixed
+- Scans no longer fail when findings have UIDs exceeding 300 characters; such findings are now skipped with detailed logging [(#9246)](https://github.com/prowler-cloud/prowler/pull/9246)
+- Updated unique constraint for `Provider` model to exclude soft-deleted entries, resolving duplicate errors when re-deleting providers [(#9054)](https://github.com/prowler-cloud/prowler/pull/9054)
+- Removed compliance generation for providers without compliance frameworks [(#9208)](https://github.com/prowler-cloud/prowler/pull/9208)
+- Refresh output report timestamps for each scan [(#9272)](https://github.com/prowler-cloud/prowler/pull/9272)
+- Severity overview endpoint now ignores muted findings as expected [(#9283)](https://github.com/prowler-cloud/prowler/pull/9283)
+- Fixed discrepancy between ThreatScore PDF report values and database calculations [(#9296)](https://github.com/prowler-cloud/prowler/pull/9296)
+
+### Security
+- Django updated to the latest 5.1 security release, 5.1.14, due to problems with potential [SQL injection](https://github.com/prowler-cloud/prowler/security/dependabot/113) and [denial-of-service vulnerability](https://github.com/prowler-cloud/prowler/security/dependabot/114) [(#9176)](https://github.com/prowler-cloud/prowler/pull/9176)
+
+---
+
+## [1.14.1] (Prowler v5.13.1)
+
+### Fixed
+- `/api/v1/overviews/providers` collapses data by provider type so the UI receives a single aggregated record per cloud family even when multiple accounts exist [(#9053)](https://github.com/prowler-cloud/prowler/pull/9053)
+- Added retry logic to database transactions to handle Aurora read replica connection failures during scale-down events [(#9064)](https://github.com/prowler-cloud/prowler/pull/9064)
+- Security Hub integrations stop failing when they read relationships via the replica by allowing replica relations and saving updates through the primary [(#9080)](https://github.com/prowler-cloud/prowler/pull/9080)
+
+---
+
+## [1.14.0] (Prowler v5.13.0)
+
+### Added
+- Default JWT keys are generated and stored if they are missing from configuration [(#8655)](https://github.com/prowler-cloud/prowler/pull/8655)
+- `compliance_name` for each compliance [(#7920)](https://github.com/prowler-cloud/prowler/pull/7920)
+- Support C5 compliance framework for the AWS provider [(#8830)](https://github.com/prowler-cloud/prowler/pull/8830)
+- Support for M365 Certificate authentication [(#8538)](https://github.com/prowler-cloud/prowler/pull/8538)
+- API Key support [(#8805)](https://github.com/prowler-cloud/prowler/pull/8805)
+- SAML role mapping protection for single-admin tenants to prevent accidental lockout [(#8882)](https://github.com/prowler-cloud/prowler/pull/8882)
+- Support for `passed_findings` and `total_findings` fields in compliance requirement overview for accurate Prowler ThreatScore calculation [(#8582)](https://github.com/prowler-cloud/prowler/pull/8582)
+- PDF reporting for Prowler ThreatScore [(#8867)](https://github.com/prowler-cloud/prowler/pull/8867)
+- Database read replica support [(#8869)](https://github.com/prowler-cloud/prowler/pull/8869)
+- Support Common Cloud Controls for AWS, Azure and GCP [(#8000)](https://github.com/prowler-cloud/prowler/pull/8000)
+- Add `provider_id__in` filter support to findings and findings severity overview endpoints [(#8951)](https://github.com/prowler-cloud/prowler/pull/8951)
+
+### Changed
+- Now the MANAGE_ACCOUNT permission is required to modify or read user permissions instead of MANAGE_USERS [(#8281)](https://github.com/prowler-cloud/prowler/pull/8281)
+- Now at least one user with MANAGE_ACCOUNT permission is required in the tenant [(#8729)](https://github.com/prowler-cloud/prowler/pull/8729)
+
+### Security
+- Django updated to the latest 5.1 security release, 5.1.13, due to problems with potential [SQL injection](https://github.com/prowler-cloud/prowler/security/dependabot/104) and [directory traversals](https://github.com/prowler-cloud/prowler/security/dependabot/103) [(#8842)](https://github.com/prowler-cloud/prowler/pull/8842)
+
+---
+
+## [1.13.2] (Prowler v5.12.3)
+
+### Fixed
+- 500 error when deleting user [(#8731)](https://github.com/prowler-cloud/prowler/pull/8731)
+
+---
+
+## [1.13.1] (Prowler v5.12.2)
+
+### Changed
+- Renamed compliance overview task queue to `compliance` [(#8755)](https://github.com/prowler-cloud/prowler/pull/8755)
+
+### Security
+- Django updated to the latest 5.1 security release, 5.1.12, due to [problems](https://www.djangoproject.com/weblog/2025/sep/03/security-releases/) with potential SQL injection in FilteredRelation column aliases [(#8693)](https://github.com/prowler-cloud/prowler/pull/8693)
+
+---
+
+## [1.13.0] (Prowler v5.12.0)
+
+### Added
+- Integration with JIRA, enabling sending findings to a JIRA project [(#8622)](https://github.com/prowler-cloud/prowler/pull/8622), [(#8637)](https://github.com/prowler-cloud/prowler/pull/8637)
+- `GET /overviews/findings_severity` now supports `filter[status]` and `filter[status__in]` to aggregate by specific statuses (`FAIL`, `PASS`)[(#8186)](https://github.com/prowler-cloud/prowler/pull/8186)
+- Throttling options for `/api/v1/tokens` using the `DJANGO_THROTTLE_TOKEN_OBTAIN` environment variable [(#8647)](https://github.com/prowler-cloud/prowler/pull/8647)
+
+---
+
+## [1.12.0] (Prowler v5.11.0)
+
+### Added
+- Lighthouse support for OpenAI GPT-5 [(#8527)](https://github.com/prowler-cloud/prowler/pull/8527)
+- Integration with Amazon Security Hub, enabling sending findings to Security Hub [(#8365)](https://github.com/prowler-cloud/prowler/pull/8365)
+- Generate ASFF output for AWS providers with SecurityHub integration enabled [(#8569)](https://github.com/prowler-cloud/prowler/pull/8569)
+
+### Fixed
+- GitHub provider always scans user instead of organization when using provider UID [(#8587)](https://github.com/prowler-cloud/prowler/pull/8587)
+
+---
+
+## [1.11.0] (Prowler v5.10.0)
+
+### Added
+- Github provider support [(#8271)](https://github.com/prowler-cloud/prowler/pull/8271)
+- Integration with Amazon S3, enabling storage and retrieval of scan data via S3 buckets [(#8056)](https://github.com/prowler-cloud/prowler/pull/8056)
+
+### Fixed
+- Avoid sending errors to Sentry in M365 provider when user authentication fails [(#8420)](https://github.com/prowler-cloud/prowler/pull/8420)
+
+---
+
+## [1.10.2] (Prowler v5.9.2)
+
+### Changed
+- Optimized queries for resources views [(#8336)](https://github.com/prowler-cloud/prowler/pull/8336)
+
+---
+
+## [v1.10.1] (Prowler v5.9.1)
+
+### Fixed
+- Calculate failed findings during scans to prevent heavy database queries [(#8322)](https://github.com/prowler-cloud/prowler/pull/8322)
+
+---
+
+## [v1.10.0] (Prowler v5.9.0)
+
+### Added
+- SSO with SAML support [(#8175)](https://github.com/prowler-cloud/prowler/pull/8175)
+- `GET /resources/metadata`, `GET /resources/metadata/latest` and `GET /resources/latest` to expose resource metadata and latest scan results [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+
+### Changed
+- `/processors` endpoints to post-process findings. Currently, only the Mutelist processor is supported to allow to mute findings.
+- Optimized the underlying queries for resources endpoints [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+- Optimized include parameters for resources view [(#8229)](https://github.com/prowler-cloud/prowler/pull/8229)
+- Optimized overview background tasks [(#8300)](https://github.com/prowler-cloud/prowler/pull/8300)
+
+### Fixed
+- Search filter for findings and resources [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+- RBAC is now applied to `GET /overviews/providers` [(#8277)](https://github.com/prowler-cloud/prowler/pull/8277)
+
+### Changed
+- `POST /schedules/daily` returns a `409 CONFLICT` if already created [(#8258)](https://github.com/prowler-cloud/prowler/pull/8258)
+
+### Security
+- Enhanced password validation to enforce 12+ character passwords with special characters, uppercase, lowercase, and numbers [(#8225)](https://github.com/prowler-cloud/prowler/pull/8225)
+
+---
+
+## [v1.9.1] (Prowler v5.8.1)
+
+### Added
+- Custom exception for provider connection errors during scans [(#8234)](https://github.com/prowler-cloud/prowler/pull/8234)
+
+### Changed
+- Summary and overview tasks now use a dedicated queue and no longer propagate errors to compliance tasks [(#8214)](https://github.com/prowler-cloud/prowler/pull/8214)
+
+### Fixed
+- Scan with no resources will not trigger legacy code for findings metadata [(#8183)](https://github.com/prowler-cloud/prowler/pull/8183)
+- Invitation email comparison case-insensitive [(#8206)](https://github.com/prowler-cloud/prowler/pull/8206)
+
+### Removed
+- Validation of the provider's secret type during updates [(#8197)](https://github.com/prowler-cloud/prowler/pull/8197)
+
+---
+
+## [v1.9.0] (Prowler v5.8.0)
+
+### Added
+- Support GCP Service Account key [(#7824)](https://github.com/prowler-cloud/prowler/pull/7824)
+- `GET /compliance-overviews` endpoints to retrieve compliance metadata and specific requirements statuses [(#7877)](https://github.com/prowler-cloud/prowler/pull/7877)
+- Lighthouse configuration support [(#7848)](https://github.com/prowler-cloud/prowler/pull/7848)
+
+### Changed
+- Reworked `GET /compliance-overviews` to return proper requirement metrics [(#7877)](https://github.com/prowler-cloud/prowler/pull/7877)
+- Optional `user` and `password` for M365 provider [(#7992)](https://github.com/prowler-cloud/prowler/pull/7992)
+
+### Fixed
+- Scheduled scans are no longer deleted when their daily schedule run is disabled [(#8082)](https://github.com/prowler-cloud/prowler/pull/8082)
+
+---
+
+## [v1.8.5] (Prowler v5.7.5)
+
+### Fixed
+- Normalize provider UID to ensure safe and unique export directory paths [(#8007)](https://github.com/prowler-cloud/prowler/pull/8007).
+- Blank resource types in `/metadata` endpoints [(#8027)](https://github.com/prowler-cloud/prowler/pull/8027)
+
+---
+
+## [v1.8.4] (Prowler v5.7.4)
+
+### Removed
+- Reverted RLS transaction handling and DB custom backend [(#7994)](https://github.com/prowler-cloud/prowler/pull/7994)
+
+---
+
+## [v1.8.3] (Prowler v5.7.3)
+
+### Added
+- Database backend to handle already closed connections [(#7935)](https://github.com/prowler-cloud/prowler/pull/7935)
+
+### Changed
+- Renamed field encrypted_password to password for M365 provider [(#7784)](https://github.com/prowler-cloud/prowler/pull/7784)
+
+### Fixed
+- Transaction persistence with RLS operations [(#7916)](https://github.com/prowler-cloud/prowler/pull/7916)
+- Reverted the change `get_with_retry` to use the original `get` method for retrieving tasks [(#7932)](https://github.com/prowler-cloud/prowler/pull/7932)
+
+---
+
+## [v1.8.2] (Prowler v5.7.2)
+
+### Fixed
+- Task lookup to use task_kwargs instead of task_args for scan report resolution [(#7830)](https://github.com/prowler-cloud/prowler/pull/7830)
+- Kubernetes UID validation to allow valid context names [(#7871)](https://github.com/prowler-cloud/prowler/pull/7871)
+- Connection status verification before launching a scan [(#7831)](https://github.com/prowler-cloud/prowler/pull/7831)
+- Race condition when creating background tasks [(#7876)](https://github.com/prowler-cloud/prowler/pull/7876)
+- Error when modifying or retrieving tenants due to missing user UUID in transaction context [(#7890)](https://github.com/prowler-cloud/prowler/pull/7890)
+
+---
+
+## [v1.8.1] (Prowler v5.7.1)
+
+### Fixed
+- Added database index to improve performance on finding lookup [(#7800)](https://github.com/prowler-cloud/prowler/pull/7800)
+
+---
+
+## [v1.8.0] (Prowler v5.7.0)
+
+### Added
+- Huge improvements to `/findings/metadata` and resource related filters for findings [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- Improvements to `/overviews` endpoints [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- Queue to perform backfill background tasks [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- New endpoints to retrieve latest findings and metadata [(#7743)](https://github.com/prowler-cloud/prowler/pull/7743)
+- Export support for Prowler ThreatScore in M365 [(7783)](https://github.com/prowler-cloud/prowler/pull/7783)
+
+---
+
+## [v1.7.0] (Prowler v5.6.0)
+
+### Added
+
+- M365 as a new provider [(#7563)](https://github.com/prowler-cloud/prowler/pull/7563)
+- `compliance/` folder and ZIP‐export functionality for all compliance reports [(#7653)](https://github.com/prowler-cloud/prowler/pull/7653)
+- API endpoint to fetch and download any specific compliance file by name [(#7653)](https://github.com/prowler-cloud/prowler/pull/7653)
+
+---
+
+## [v1.6.0] (Prowler v5.5.0)
+
+### Added
+
+- Support for developing new integrations [(#7167)](https://github.com/prowler-cloud/prowler/pull/7167)
+- HTTP Security Headers [(#7289)](https://github.com/prowler-cloud/prowler/pull/7289)
+- New endpoint to get the compliance overviews metadata [(#7333)](https://github.com/prowler-cloud/prowler/pull/7333)
+- Support for muted findings [(#7378)](https://github.com/prowler-cloud/prowler/pull/7378)
+- Missing fields to API findings and resources [(#7318)](https://github.com/prowler-cloud/prowler/pull/7318)
+
+---
+
+## [v1.5.4] (Prowler v5.4.4)
+
+### Fixed
+- Bug with periodic tasks when trying to delete a provider [(#7466)](https://github.com/prowler-cloud/prowler/pull/7466)
+
+---
+
+## [v1.5.3] (Prowler v5.4.3)
+
+### Fixed
+- Duplicated scheduled scans handling [(#7401)](https://github.com/prowler-cloud/prowler/pull/7401)
+- Environment variable to configure the deletion task batch size [(#7423)](https://github.com/prowler-cloud/prowler/pull/7423)
+
+---
+
+## [v1.5.2] (Prowler v5.4.2)
+
+### Changed
+- Refactored deletion logic and implemented retry mechanism for deletion tasks [(#7349)](https://github.com/prowler-cloud/prowler/pull/7349)
+
+---
+
+## [v1.5.1] (Prowler v5.4.1)
+
+### Fixed
+- Handle response in case local files are missing [(#7183)](https://github.com/prowler-cloud/prowler/pull/7183)
+- Race condition when deleting export files after the S3 upload [(#7172)](https://github.com/prowler-cloud/prowler/pull/7172)
+- Handle exception when a provider has no secret in test connection [(#7283)](https://github.com/prowler-cloud/prowler/pull/7283)
+
+---
+
+## [v1.5.0] (Prowler v5.4.0)
+
+### Added
+- Social login integration with Google and GitHub [(#6906)](https://github.com/prowler-cloud/prowler/pull/6906)
+- API scan report system, now all scans launched from the API will generate a compressed file with the report in OCSF, CSV and HTML formats [(#6878)](https://github.com/prowler-cloud/prowler/pull/6878)
+- Configurable Sentry integration [(#6874)](https://github.com/prowler-cloud/prowler/pull/6874)
+
+### Changed
+- Optimized `GET /findings` endpoint to improve response time and size [(#7019)](https://github.com/prowler-cloud/prowler/pull/7019)
+
+---
+
+## [v1.4.0] (Prowler v5.3.0)
+
+### Changed
+- Daily scheduled scan instances are now created beforehand with `SCHEDULED` state [(#6700)](https://github.com/prowler-cloud/prowler/pull/6700)
+- Findings endpoints now require at least one date filter [(#6800)](https://github.com/prowler-cloud/prowler/pull/6800)
+- Findings metadata endpoint received a performance improvement [(#6863)](https://github.com/prowler-cloud/prowler/pull/6863)
+- Increased the allowed length of the provider UID for Kubernetes providers [(#6869)](https://github.com/prowler-cloud/prowler/pull/6869)
+
+---

api/Dockerfile

@@ -0,0 +1,97 @@
+FROM python:3.12.10-slim-bookworm AS build
+
+LABEL maintainer="https://github.com/prowler-cloud/api"
+
+ARG POWERSHELL_VERSION=7.5.0
+ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
+
+ARG TRIVY_VERSION=0.66.0
+ENV TRIVY_VERSION=${TRIVY_VERSION}
+
+# hadolint ignore=DL3008
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    wget \
+    libicu72 \
+    gcc \
+    g++ \
+    make \
+    libxml2-dev \
+    libxmlsec1-dev \
+    libxmlsec1-openssl \
+    pkg-config \
+    libtool \
+    libxslt1-dev \
+    python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install PowerShell
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-x64.tar.gz -O /tmp/powershell.tar.gz ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-arm64.tar.gz -O /tmp/powershell.tar.gz ; \
+    else \
+        echo "Unsupported architecture: $ARCH" && exit 1 ; \
+    fi && \
+    mkdir -p /opt/microsoft/powershell/7 && \
+    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
+    chmod +x /opt/microsoft/powershell/7/pwsh && \
+    ln -s /opt/microsoft/powershell/7/pwsh /usr/bin/pwsh && \
+    rm /tmp/powershell.tar.gz
+
+# Install Trivy for IaC scanning
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        TRIVY_ARCH="Linux-64bit" ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        TRIVY_ARCH="Linux-ARM64" ; \
+    else \
+        echo "Unsupported architecture for Trivy: $ARCH" && exit 1 ; \
+    fi && \
+    wget --progress=dot:giga "https://github.com/aquasecurity/trivy/releases/download/v${TRIVY_VERSION}/trivy_${TRIVY_VERSION}_${TRIVY_ARCH}.tar.gz" -O /tmp/trivy.tar.gz && \
+    tar zxf /tmp/trivy.tar.gz -C /tmp && \
+    mv /tmp/trivy /usr/local/bin/trivy && \
+    chmod +x /usr/local/bin/trivy && \
+    rm /tmp/trivy.tar.gz && \
+    # Create trivy cache directory with proper permissions
+    mkdir -p /tmp/.cache/trivy && \
+    chmod 777 /tmp/.cache/trivy
+
+# Add prowler user
+RUN addgroup --gid 1000 prowler && \
+    adduser --uid 1000 --gid 1000 --disabled-password --gecos "" prowler
+
+USER prowler
+
+WORKDIR /home/prowler
+
+# Ensure output directory exists
+RUN mkdir -p /tmp/prowler_api_output
+
+COPY pyproject.toml ./
+
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir poetry
+
+ENV PATH="/home/prowler/.local/bin:$PATH"
+
+# Add `--no-root` to avoid installing the current project as a package
+RUN poetry install --no-root && \
+    rm -rf ~/.cache/pip
+
+RUN poetry run python "$(poetry env info --path)/src/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py"
+
+COPY src/backend/ ./backend/
+COPY docker-entrypoint.sh ./docker-entrypoint.sh
+
+WORKDIR /home/prowler/backend
+
+# Development image
+FROM build AS dev
+
+ENTRYPOINT ["../docker-entrypoint.sh", "dev"]
+
+# Production image
+FROM build
+
+ENTRYPOINT ["../docker-entrypoint.sh", "prod"]

api/README.md

@@ -0,0 +1,339 @@
+# Description
+
+This repository contains the JSON API and Task Runner components for Prowler, which facilitate a complete backend that interacts with the Prowler SDK and is used by the Prowler UI.
+
+# Components
+The Prowler API is composed of the following components:
+
+- The JSON API, which is an API built with Django Rest Framework.
+- The Celery worker, which is responsible for executing the background tasks that are defined in the JSON API.
+- The PostgreSQL database, which is used to store the data.
+- The Valkey database, which is an in-memory database which is used as a message broker for the Celery workers.
+
+## Note about Valkey
+
+[Valkey](https://valkey.io/) is an open source (BSD) high performance key/value datastore.
+
+Valkey exposes a Redis 7.2 compliant API. Any service that exposes the Redis API can be used with Prowler API.
+
+# Modify environment variables
+
+Under the root path of the project, you can find a file called `.env`. This file shows all the environment variables that the project uses. You should review it and set the values for the variables you want to change.
+
+If you don’t set `DJANGO_TOKEN_SIGNING_KEY` or `DJANGO_TOKEN_VERIFYING_KEY`, the API will generate them at `~/.config/prowler-api/` with `0600` and `0644` permissions; back up these files to persist identity across redeploys.
+
+**Important note**: Every Prowler version (or repository branches and tags) could have different variables set in its `.env` file. Please use the `.env` file that corresponds with each version.
+
+## Local deployment
+Keep in mind if you export the `.env` file to use it with local deployment that you will have to do it within the context of the Poetry interpreter, not before. Otherwise, variables will not be loaded properly.
+
+To do this, you can run:
+
+```console
+poetry shell
+set -a
+source .env
+```
+
+# 🚀 Production deployment
+## Docker deployment
+
+This method requires `docker` and `docker compose`.
+
+### Clone the repository
+
+```console
+# HTTPS
+git clone https://github.com/prowler-cloud/api.git
+
+# SSH
+git clone git@github.com:prowler-cloud/api.git
+
+```
+
+### Build the base image
+
+```console
+docker compose --profile prod build
+```
+
+### Run the production service
+
+This command will start the Django production server and the Celery worker and also the Valkey and PostgreSQL databases.
+
+```console
+docker compose --profile prod up -d
+```
+
+You can access the server in `http://localhost:8080`.
+
+> **NOTE:** notice how the port is different. When developing using docker, the port will be `8080` to prevent conflicts.
+
+### View the Production Server Logs
+
+To view the logs for any component (e.g., Django, Celery worker), you can use the following command with a wildcard. This command will follow logs for any container that matches the specified pattern:
+
+```console
+docker logs -f $(docker ps --format "{{.Names}}" | grep 'api-')
+
+## Local deployment
+
+To use this method, you'll need to set up a Python virtual environment (version ">=3.11,<3.13") and keep dependencies updated. Additionally, ensure that `poetry` and `docker compose` are installed.
+
+### Clone the repository
+
+```console
+# HTTPS
+git clone https://github.com/prowler-cloud/api.git
+
+# SSH
+git clone git@github.com:prowler-cloud/api.git
+
+```
+### Install all dependencies with Poetry
+
+```console
+poetry install
+poetry shell
+```
+
+## Start the PostgreSQL Database and Valkey
+
+The PostgreSQL database (version 16.3) and Valkey (version 7) are required for the development environment. To make development easier, we have provided a `docker-compose` file that will start these components for you.
+
+**Note:** Make sure to use the specified versions, as there are features in our setup that may not be compatible with older versions of PostgreSQL and Valkey.
+
+
+```console
+docker compose up postgres valkey -d
+```
+
+## Deploy Django and the Celery worker
+
+### Run migrations
+
+For migrations, you need to force the `admin` database router. Assuming you have the correct environment variables and Python virtual environment, run:
+
+```console
+cd src/backend
+python manage.py migrate --database admin
+```
+
+### Run the Celery worker
+
+```console
+cd src/backend
+python -m celery -A config.celery worker -l info -E
+```
+
+### Run the Django server with Gunicorn
+
+```console
+cd src/backend
+gunicorn -c config/guniconf.py config.wsgi:application
+```
+
+> By default, the Gunicorn server will try to use as many workers as your machine can handle. You can manually change that in the `src/backend/config/guniconf.py` file.
+
+# 🧪 Development guide
+
+## Local deployment
+
+To use this method, you'll need to set up a Python virtual environment (version ">=3.11,<3.13") and keep dependencies updated. Additionally, ensure that `poetry` and `docker compose` are installed.
+
+### Clone the repository
+
+```console
+# HTTPS
+git clone https://github.com/prowler-cloud/api.git
+
+# SSH
+git clone git@github.com:prowler-cloud/api.git
+
+```
+
+### Start the PostgreSQL Database and Valkey
+
+The PostgreSQL database (version 16.3) and Valkey (version 7) are required for the development environment. To make development easier, we have provided a `docker-compose` file that will start these components for you.
+
+**Note:** Make sure to use the specified versions, as there are features in our setup that may not be compatible with older versions of PostgreSQL and Valkey.
+
+
+```console
+docker compose up postgres valkey -d
+```
+
+### Install the Python dependencies
+
+> You must have Poetry installed
+
+```console
+poetry install
+poetry shell
+```
+
+### Apply migrations
+
+For migrations, you need to force the `admin` database router. Assuming you have the correct environment variables and Python virtual environment, run:
+
+```console
+cd src/backend
+python manage.py migrate --database admin
+```
+
+### Run the Django development server
+
+```console
+cd src/backend
+python manage.py runserver
+```
+
+You can access the server in `http://localhost:8000`.
+All changes in the code will be automatically reloaded in the server.
+
+### Run the Celery worker
+
+```console
+python -m celery -A config.celery worker -l info -E
+```
+
+The Celery worker does not detect and reload changes in the code, so you need to restart it manually when you make changes.
+
+## Docker deployment
+
+This method requires `docker` and `docker compose`.
+
+### Clone the repository
+
+```console
+# HTTPS
+git clone https://github.com/prowler-cloud/api.git
+
+# SSH
+git clone git@github.com:prowler-cloud/api.git
+
+```
+
+### Build the base image
+
+```console
+docker compose --profile dev build
+```
+
+### Run the development service
+
+This command will start the Django development server and the Celery worker and also the Valkey and PostgreSQL databases.
+
+```console
+docker compose --profile dev up -d
+```
+
+You can access the server in `http://localhost:8080`.
+All changes in the code will be automatically reloaded in the server.
+
+> **NOTE:** notice how the port is different. When developing using docker, the port will be `8080` to prevent conflicts.
+
+### View the development server logs
+
+To view the logs for any component (e.g., Django, Celery worker), you can use the following command with a wildcard. This command will follow logs for any container that matches the specified pattern:
+
+```console
+docker logs -f $(docker ps --format "{{.Names}}" | grep 'api-')
+```
+
+## Applying migrations
+
+For migrations, you need to force the `admin` database router. Assuming you have the correct environment variables and Python virtual environment, run:
+
+```console
+poetry shell
+cd src/backend
+python manage.py migrate --database admin
+```
+
+## Apply fixtures
+
+Fixtures are used to populate the database with initial development data.
+
+```console
+poetry shell
+cd src/backend
+python manage.py loaddata api/fixtures/0_dev_users.json --database admin
+```
+
+> The default credentials are `dev@prowler.com:Thisisapassword123@` or `dev2@prowler.com:Thisisapassword123@`
+
+## Run tests
+
+Note that the tests will fail if you use the same `.env` file as the development environment.
+
+For best results, run in a new shell with no environment variables set.
+
+```console
+poetry shell
+cd src/backend
+pytest
+```
+
+# Custom commands
+
+Django provides a way to create custom commands that can be run from the command line.
+
+> These commands can be found in: ```prowler/api/src/backend/api/management/commands```
+
+To run a custom command, you need to be in the `prowler/api/src/backend` directory and run:
+
+```console
+poetry shell
+python manage.py <command_name>
+```
+
+## Generate dummy data
+
+```console
+python manage.py findings --tenant
+<TENANT_ID> --findings <NUM_FINDINGS> --re
+sources <NUM_RESOURCES> --batch <TRANSACTION_BATCH_SIZE> --alias <ALIAS>
+```
+
+This command creates, for a given tenant, a provider, scan and a set of findings and resources related altogether.
+
+> Scan progress and state are updated in real time.
+> - 0-33%: Create resources.
+> - 33-66%: Create findings.
+> - 66%: Create resource-finding mapping.
+>
+> The last step is required to access the findings details, since the UI needs that to print all the information.
+
+### Example
+
+```console
+~/backend $ poetry run python manage.py findings --tenant
+fffb1893-3fc7-4623-a5d9-fae47da1c528 --findings 25000 --re
+sources 1000 --batch 5000 --alias test-script
+
+Starting data population
+	Tenant: fffb1893-3fc7-4623-a5d9-fae47da1c528
+	Alias: test-script
+	Resources: 1000
+	Findings: 25000
+	Batch size: 5000
+
+
+Creating resources...
+100%|███████████████████████| 1/1 [00:00<00:00,  7.72it/s]
+Resources created successfully.
+
+
+Creating findings...
+100%|███████████████████████| 5/5 [00:05<00:00,  1.09s/it]
+Findings created successfully.
+
+
+Creating resource-finding mappings...
+100%|███████████████████████| 5/5 [00:02<00:00,  1.81it/s]
+Resource-finding mappings created successfully.
+
+
+Successfully populated test data.
+```

api/docker-entrypoint.sh

@@ -0,0 +1,75 @@
+#!/bin/sh
+
+
+apply_migrations() {
+  echo "Applying database migrations..."
+
+  # Fix Inconsistent migration history after adding sites app
+  poetry run python manage.py check_and_fix_socialaccount_sites_migration --database admin
+
+  poetry run python manage.py migrate --database admin
+}
+
+apply_fixtures() {
+  echo "Applying Django fixtures..."
+  for fixture in api/fixtures/dev/*.json; do
+    if [ -f "$fixture" ]; then
+      echo "Loading $fixture"
+      poetry run python manage.py loaddata "$fixture" --database admin
+    fi
+  done
+}
+
+start_dev_server() {
+  echo "Starting the development server..."
+  poetry run python manage.py runserver 0.0.0.0:"${DJANGO_PORT:-8080}"
+}
+
+start_prod_server() {
+  echo "Starting the Gunicorn server..."
+  poetry run gunicorn -c config/guniconf.py config.wsgi:application
+}
+
+start_worker() {
+  echo "Starting the worker..."
+  poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans,scan-reports,deletion,backfill,overview,integrations,compliance -E --max-tasks-per-child 1
+}
+
+start_worker_beat() {
+  echo "Starting the worker-beat..."
+  sleep 15
+  poetry run python -m celery -A config.celery beat -l "${DJANGO_LOGGING_LEVEL:-info}" --scheduler django_celery_beat.schedulers:DatabaseScheduler
+}
+
+manage_db_partitions() {
+  if [ "${DJANGO_MANAGE_DB_PARTITIONS}" = "True" ]; then
+    echo "Managing DB partitions..."
+    # For now we skip the deletion of partitions until we define the data retention policy
+    # --yes auto approves the operation without the need of an interactive terminal
+    poetry run python manage.py pgpartition --using admin --skip-delete --yes
+  fi
+}
+
+case "$1" in
+  dev)
+    apply_migrations
+    apply_fixtures
+    manage_db_partitions
+    start_dev_server
+    ;;
+  prod)
+    apply_migrations
+    manage_db_partitions
+    start_prod_server
+    ;;
+  worker)
+    start_worker
+    ;;
+  beat)
+    start_worker_beat
+    ;;
+  *)
+    echo "Usage: $0 {dev|prod|worker|beat}"
+    exit 1
+    ;;
+esac

api/docs/partitions.md

@@ -0,0 +1,65 @@
+# Partitions
+
+## Overview
+
+Partitions are used to split the data in a table into smaller chunks, allowing for more efficient querying and storage.
+
+The Prowler API uses partitions to store findings. The partitions are created based on the UUIDv7 `id` field.
+
+You can use the Prowler API without ever creating additional partitions. This documentation is only relevant if you want to manage partitions to gain additional query performance.
+
+### Required Postgres Configuration
+
+There are 3 configuration options that need to be set in the `postgres.conf` file to get the most performance out of the partitioning:
+
+- `enable_partition_pruning = on` (default is on)
+- `enable_partitionwise_join = on` (default is off)
+- `enable_partitionwise_aggregate = on` (default is off)
+
+For more information on these options, see the [Postgres documentation](https://www.postgresql.org/docs/current/runtime-config-query.html).
+
+## Partitioning Strategy
+
+The partitioning strategy is defined in the `api.partitions` module. The strategy is responsible for creating and deleting partitions based on the provided configuration.
+
+## Managing Partitions
+
+The application will run without any extra work on your part. If you want to add or delete partitions, you can use the following commands:
+
+To manage the partitions, run `python manage.py pgpartition --using admin`
+
+This command will generate a list of partitions to create and delete based on the provided configuration.
+
+By default, the command will prompt you to accept the changes before applying them.
+
+```shell
+Finding:
+   + 2024_nov
+      name: 2024_nov
+      from_values: 0192e505-9000-72c8-a47c-cce719d8fb93
+      to_values: 01937f84-5418-7eb8-b2a6-e3be749e839d
+      size_unit: months
+      size_value: 1
+   + 2024_dec
+      name: 2024_dec
+      from_values: 01937f84-5800-7b55-879c-9cdb46f023f6
+      to_values: 01941f29-7818-7f9f-b4be-20b05bb2f574
+      size_unit: months
+      size_value: 1
+
+0 partitions will be deleted
+2 partitions will be created
+```
+
+If you choose to apply the partitions, tables will be generated with the following format: `<table_name>_<year>_<month>`.
+
+For more info on the partitioning manager, see https://github.com/SectorLabs/django-postgres-extra
+
+### Changing the Partitioning Parameters
+
+There are 4 environment variables that can be used to change the partitioning parameters:
+
+- `DJANGO_MANAGE_DB_PARTITIONS`: Allow Django to manage database partitons. By default is set to `False`.
+- `FINDINGS_TABLE_PARTITION_MONTHS`: Set the months for each partition. Setting the partition monts to 1 will create partitions with a size of 1 natural month.
+- `FINDINGS_TABLE_PARTITION_COUNT`: Set the number of partitions to create
+- `FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS`: Set the number of months to keep partitions before deleting them. Setting this to `None` will keep partitions indefinitely.

api/pyproject.toml

@@ -0,0 +1,70 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core"]
+
+[project]
+authors = [{name = "Prowler Engineering", email = "engineering@prowler.com"}]
+dependencies = [
+  "celery[pytest] (>=5.4.0,<6.0.0)",
+  "dj-rest-auth[with_social,jwt] (==7.0.1)",
+  "django (==5.1.14)",
+  "django-allauth[saml] (>=65.8.0,<66.0.0)",
+  "django-celery-beat (>=2.7.0,<3.0.0)",
+  "django-celery-results (>=2.5.1,<3.0.0)",
+  "django-cors-headers==4.4.0",
+  "django-environ==0.11.2",
+  "django-filter==24.3",
+  "django-guid==3.5.0",
+  "django-postgres-extra (>=2.0.8,<3.0.0)",
+  "djangorestframework==3.15.2",
+  "djangorestframework-jsonapi==7.0.2",
+  "djangorestframework-simplejwt (>=5.3.1,<6.0.0)",
+  "drf-nested-routers (>=0.94.1,<1.0.0)",
+  "drf-spectacular==0.27.2",
+  "drf-spectacular-jsonapi==0.5.1",
+  "gunicorn==23.0.0",
+  "lxml==5.3.2",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "psycopg2-binary==2.9.9",
+  "pytest-celery[redis] (>=1.0.1,<2.0.0)",
+  "sentry-sdk[django] (>=2.20.0,<3.0.0)",
+  "uuid6==2024.7.10",
+  "openai (>=1.82.0,<2.0.0)",
+  "xmlsec==1.3.14",
+  "h2 (==4.3.0)",
+  "markdown (>=3.9,<4.0)",
+  "drf-simple-apikey (==2.2.1)",
+  "matplotlib (>=3.10.6,<4.0.0)",
+  "reportlab (>=4.4.4,<5.0.0)",
+  "gevent (>=25.9.1,<26.0.0)"
+]
+description = "Prowler's API (Django/DRF)"
+license = "Apache-2.0"
+name = "prowler-api"
+package-mode = false
+# Needed for the SDK compatibility
+requires-python = ">=3.11,<3.13"
+version = "1.16.0"
+
+[project.scripts]
+celery = "src.backend.config.settings.celery"
+
+[tool.poetry.group.dev.dependencies]
+bandit = "1.7.9"
+coverage = "7.5.4"
+django-silk = "5.3.2"
+docker = "7.1.0"
+freezegun = "1.5.1"
+marshmallow = ">=3.15.0,<4.0.0"
+mypy = "1.10.1"
+pylint = "3.2.5"
+pytest = "8.2.2"
+pytest-cov = "5.0.0"
+pytest-django = "4.8.0"
+pytest-env = "1.1.3"
+pytest-randomly = "3.15.0"
+pytest-xdist = "3.6.1"
+ruff = "0.5.0"
+safety = "3.2.9"
+tqdm = "4.67.1"
+vulture = "2.14"

api/src/backend/api/adapters.py

@@ -0,0 +1,71 @@
+from allauth.socialaccount.adapter import DefaultSocialAccountAdapter
+from django.db import transaction
+
+from api.db_router import MainRouter
+from api.db_utils import rls_transaction
+from api.models import Membership, Role, Tenant, User, UserRoleRelationship
+
+
+class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
+    @staticmethod
+    def get_user_by_email(email: str):
+        try:
+            return User.objects.get(email=email)
+        except User.DoesNotExist:
+            return None
+
+    def pre_social_login(self, request, sociallogin):
+        # Link existing accounts with the same email address
+        email = sociallogin.account.extra_data.get("email")
+        if sociallogin.provider.id == "saml":
+            email = sociallogin.user.email
+        if email:
+            existing_user = self.get_user_by_email(email)
+            if existing_user:
+                sociallogin.connect(request, existing_user)
+
+    def save_user(self, request, sociallogin, form=None):
+        """
+        Called after the user data is fully populated from the provider
+        and is about to be saved to the DB for the first time.
+        """
+        with transaction.atomic(using=MainRouter.admin_db):
+            user = super().save_user(request, sociallogin, form)
+            provider = sociallogin.provider.id
+            extra = sociallogin.account.extra_data
+
+            if provider != "saml":
+                # Handle other providers (e.g., GitHub, Google)
+                user.save(using=MainRouter.admin_db)
+                social_account_name = extra.get("name")
+                if social_account_name:
+                    user.name = social_account_name
+                    user.save(using=MainRouter.admin_db)
+
+                tenant = Tenant.objects.using(MainRouter.admin_db).create(
+                    name=f"{user.email.split('@')[0]} default tenant"
+                )
+                with rls_transaction(str(tenant.id)):
+                    Membership.objects.using(MainRouter.admin_db).create(
+                        user=user, tenant=tenant, role=Membership.RoleChoices.OWNER
+                    )
+                    role = Role.objects.using(MainRouter.admin_db).create(
+                        name="admin",
+                        tenant_id=tenant.id,
+                        manage_users=True,
+                        manage_account=True,
+                        manage_billing=True,
+                        manage_providers=True,
+                        manage_integrations=True,
+                        manage_scans=True,
+                        unlimited_visibility=True,
+                    )
+                    UserRoleRelationship.objects.using(MainRouter.admin_db).create(
+                        user=user,
+                        role=role,
+                        tenant_id=tenant.id,
+                    )
+            else:
+                request.session["saml_user_created"] = str(user.id)
+
+        return user

api/src/backend/api/apps.py

@@ -0,0 +1,169 @@
+import logging
+import os
+import sys
+from pathlib import Path
+
+from config.custom_logging import BackendLogger
+from config.env import env
+from django.apps import AppConfig
+from django.conf import settings
+
+logger = logging.getLogger(BackendLogger.API)
+
+SIGNING_KEY_ENV = "DJANGO_TOKEN_SIGNING_KEY"
+VERIFYING_KEY_ENV = "DJANGO_TOKEN_VERIFYING_KEY"
+
+PRIVATE_KEY_FILE = "jwt_private.pem"
+PUBLIC_KEY_FILE = "jwt_public.pem"
+
+KEYS_DIRECTORY = (
+    Path.home() / ".config" / "prowler-api"
+)  # `/home/prowler/.config/prowler-api` inside the container
+
+_keys_initialized = False  # Flag to prevent multiple executions within the same process
+
+
+class ApiConfig(AppConfig):
+    default_auto_field = "django.db.models.BigAutoField"
+    name = "api"
+
+    def ready(self):
+        from api import schema_extensions  # noqa: F401
+        from api import signals  # noqa: F401
+        from api.compliance import load_prowler_compliance
+
+        # Generate required cryptographic keys if not present, but only if:
+        #   `"manage.py" not in sys.argv`: If an external server (e.g., Gunicorn) is running the app
+        #   `os.environ.get("RUN_MAIN")`: If it's not a Django command or using `runserver`,
+        #                                 only the main process will do it
+        if "manage.py" not in sys.argv or os.environ.get("RUN_MAIN"):
+            self._ensure_crypto_keys()
+
+        load_prowler_compliance()
+
+    def _ensure_crypto_keys(self):
+        """
+        Orchestrator method that ensures all required cryptographic keys are present.
+        This method coordinates the generation of:
+          - RSA key pairs for JWT token signing and verification
+        Note: During development, Django spawns multiple processes (migrations, fixtures, etc.)
+        which will each generate their own keys. This is expected behavior and each process
+        will have consistent keys for its lifetime. In production, set the keys as environment
+        variables to avoid regeneration.
+        """
+        global _keys_initialized
+
+        # Skip key generation if running tests
+        if hasattr(settings, "TESTING") and settings.TESTING:
+            return
+
+        # Skip if already initialized in this process
+        if _keys_initialized:
+            return
+
+        # Check if both JWT keys are set; if not, generate them
+        signing_key = env.str(SIGNING_KEY_ENV, default="").strip()
+        verifying_key = env.str(VERIFYING_KEY_ENV, default="").strip()
+
+        if not signing_key or not verifying_key:
+            logger.info(
+                f"Generating JWT RSA key pair. In production, set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' "
+                "environment variables."
+            )
+            self._ensure_jwt_keys()
+
+        # Mark as initialized to prevent future executions in this process
+        _keys_initialized = True
+
+    def _read_key_file(self, file_name):
+        """
+        Utility method to read the contents of a file.
+        """
+        file_path = KEYS_DIRECTORY / file_name
+        return file_path.read_text().strip() if file_path.is_file() else None
+
+    def _write_key_file(self, file_name, content, private=True):
+        """
+        Utility method to write content to a file.
+        """
+        try:
+            file_path = KEYS_DIRECTORY / file_name
+            file_path.parent.mkdir(parents=True, exist_ok=True)
+            file_path.write_text(content)
+            file_path.chmod(0o600 if private else 0o644)
+
+        except Exception as e:
+            logger.error(
+                f"Error writing key file '{file_name}': {e}. "
+                f"Please set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' manually."
+            )
+            raise e
+
+    def _ensure_jwt_keys(self):
+        """
+        Generate RSA key pairs for JWT token signing and verification
+        if they are not already set in environment variables.
+        """
+        # Read existing keys from files if they exist
+        signing_key = self._read_key_file(PRIVATE_KEY_FILE)
+        verifying_key = self._read_key_file(PUBLIC_KEY_FILE)
+
+        if not signing_key or not verifying_key:
+            # Generate and store the RSA key pair
+            signing_key, verifying_key = self._generate_jwt_keys()
+            self._write_key_file(PRIVATE_KEY_FILE, signing_key, private=True)
+            self._write_key_file(PUBLIC_KEY_FILE, verifying_key, private=False)
+            logger.info("JWT keys generated and stored successfully")
+
+        else:
+            logger.info("JWT keys already generated")
+
+        # Set environment variables and Django settings
+        os.environ[SIGNING_KEY_ENV] = signing_key
+        settings.SIMPLE_JWT["SIGNING_KEY"] = signing_key
+
+        os.environ[VERIFYING_KEY_ENV] = verifying_key
+        settings.SIMPLE_JWT["VERIFYING_KEY"] = verifying_key
+
+    def _generate_jwt_keys(self):
+        """
+        Generate and set RSA key pairs for JWT token operations.
+        """
+        try:
+            from cryptography.hazmat.primitives import serialization
+            from cryptography.hazmat.primitives.asymmetric import rsa
+
+            # Generate RSA key pair
+            private_key = rsa.generate_private_key(  # Future improvement: we could read the next values from env vars
+                public_exponent=65537,
+                key_size=2048,
+            )
+
+            # Serialize private key (for signing)
+            private_pem = private_key.private_bytes(
+                encoding=serialization.Encoding.PEM,
+                format=serialization.PrivateFormat.PKCS8,
+                encryption_algorithm=serialization.NoEncryption(),
+            ).decode("utf-8")
+
+            # Serialize public key (for verification)
+            public_key = private_key.public_key()
+            public_pem = public_key.public_bytes(
+                encoding=serialization.Encoding.PEM,
+                format=serialization.PublicFormat.SubjectPublicKeyInfo,
+            ).decode("utf-8")
+
+            logger.debug("JWT RSA key pair generated successfully.")
+            return private_pem, public_pem
+
+        except ImportError as e:
+            logger.warning(
+                "The 'cryptography' package is required for automatic JWT key generation."
+            )
+            raise e
+
+        except Exception as e:
+            logger.error(
+                f"Error generating JWT keys: {e}. Please set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' manually."
+            )
+            raise e

api/src/backend/api/authentication.py

@@ -0,0 +1,95 @@
+from typing import Optional, Tuple
+from uuid import UUID
+
+from cryptography.fernet import InvalidToken
+from django.utils import timezone
+from drf_simple_apikey.backends import APIKeyAuthentication as BaseAPIKeyAuth
+from drf_simple_apikey.crypto import get_crypto
+from rest_framework.authentication import BaseAuthentication
+from rest_framework.exceptions import AuthenticationFailed
+from rest_framework.request import Request
+from rest_framework_simplejwt.authentication import JWTAuthentication
+
+from api.db_router import MainRouter
+from api.models import TenantAPIKey, TenantAPIKeyManager
+
+
+class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
+    model = TenantAPIKey
+
+    def __init__(self):
+        self.key_crypto = get_crypto()
+
+    def _authenticate_credentials(self, request, key):
+        """
+        Override to use admin connection, bypassing RLS during authentication.
+        Delegates to parent after temporarily routing model queries to admin DB.
+        """
+        # Temporarily point the model's manager to admin database
+        original_objects = self.model.objects
+        self.model.objects = self.model.objects.using(MainRouter.admin_db)
+
+        try:
+            # Call parent method which will now use admin database
+            return super()._authenticate_credentials(request, key)
+        finally:
+            # Restore original manager
+            self.model.objects = original_objects
+
+    def authenticate(self, request: Request):
+        prefixed_key = self.get_key(request)
+
+        # Split prefix from key (format: pk_xxxxxxxx.encrypted_key)
+        try:
+            prefix, key = prefixed_key.split(TenantAPIKeyManager.separator, 1)
+        except ValueError:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        try:
+            entity, _ = self._authenticate_credentials(request, key)
+        except InvalidToken:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        # Get the API key instance to update last_used_at and retrieve tenant info
+        # We need to decrypt again to get the pk (already validated by _authenticate_credentials)
+        payload = self.key_crypto.decrypt(key)
+        api_key_pk = payload["_pk"]
+
+        # Convert string UUID back to UUID object for lookup
+        if isinstance(api_key_pk, str):
+            api_key_pk = UUID(api_key_pk)
+
+        try:
+            api_key_instance = TenantAPIKey.objects.using(MainRouter.admin_db).get(
+                id=api_key_pk, prefix=prefix
+            )
+        except TenantAPIKey.DoesNotExist:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        # Update last_used_at
+        api_key_instance.last_used_at = timezone.now()
+        api_key_instance.save(update_fields=["last_used_at"], using=MainRouter.admin_db)
+
+        return entity, {
+            "tenant_id": str(api_key_instance.tenant_id),
+            "sub": str(api_key_instance.entity.id),
+            "api_key_prefix": prefix,
+        }
+
+
+class CombinedJWTOrAPIKeyAuthentication(BaseAuthentication):
+    jwt_auth = JWTAuthentication()
+    api_key_auth = TenantAPIKeyAuthentication()
+
+    def authenticate(self, request: Request) -> Optional[Tuple[object, dict]]:
+        auth_header = request.headers.get("Authorization", "")
+
+        # Prioritize JWT authentication if both are present
+        if auth_header.startswith("Bearer "):
+            return self.jwt_auth.authenticate(request)
+
+        if auth_header.startswith("Api-Key "):
+            return self.api_key_auth.authenticate(request)
+
+        # Default fallback
+        return self.jwt_auth.authenticate(request)

api/src/backend/api/base_views.py

@@ -0,0 +1,207 @@
+from django.conf import settings
+from django.core.exceptions import ObjectDoesNotExist
+from django.db import transaction
+from rest_framework import permissions
+from rest_framework.exceptions import NotAuthenticated
+from rest_framework.filters import SearchFilter
+from rest_framework.permissions import SAFE_METHODS
+from rest_framework_json_api import filters
+from rest_framework_json_api.views import ModelViewSet
+
+from api.authentication import CombinedJWTOrAPIKeyAuthentication
+from api.db_router import MainRouter, reset_read_db_alias, set_read_db_alias
+from api.db_utils import POSTGRES_USER_VAR, rls_transaction
+from api.filters import CustomDjangoFilterBackend
+from api.models import Role, Tenant
+from api.rbac.permissions import HasPermissions
+
+
+class BaseViewSet(ModelViewSet):
+    authentication_classes = [CombinedJWTOrAPIKeyAuthentication]
+    required_permissions = []
+    permission_classes = [permissions.IsAuthenticated, HasPermissions]
+    filter_backends = [
+        filters.QueryParameterValidationFilter,
+        filters.OrderingFilter,
+        CustomDjangoFilterBackend,
+        SearchFilter,
+    ]
+
+    filterset_fields = []
+    search_fields = []
+
+    ordering_fields = "__all__"
+    ordering = ["id"]
+
+    def _get_request_db_alias(self, request):
+        if request is None:
+            return MainRouter.default_db
+
+        read_alias = (
+            MainRouter.replica_db
+            if request.method in SAFE_METHODS
+            and MainRouter.replica_db in settings.DATABASES
+            else None
+        )
+        if read_alias:
+            return read_alias
+        return MainRouter.default_db
+
+    def initial(self, request, *args, **kwargs):
+        """
+        Sets required_permissions before permissions are checked.
+        """
+        self.set_required_permissions()
+        super().initial(request, *args, **kwargs)
+
+    def set_required_permissions(self):
+        """This is an abstract method that must be implemented by subclasses."""
+        NotImplemented
+
+    def get_queryset(self):
+        raise NotImplementedError
+
+
+class BaseRLSViewSet(BaseViewSet):
+    def dispatch(self, request, *args, **kwargs):
+        self.db_alias = self._get_request_db_alias(request)
+        alias_token = None
+        try:
+            if self.db_alias != MainRouter.default_db:
+                alias_token = set_read_db_alias(self.db_alias)
+
+            if request is not None:
+                request.db_alias = self.db_alias
+
+            with transaction.atomic(using=self.db_alias):
+                return super().dispatch(request, *args, **kwargs)
+        finally:
+            if alias_token is not None:
+                reset_read_db_alias(alias_token)
+            self.db_alias = MainRouter.default_db
+
+    def initial(self, request, *args, **kwargs):
+        # Ideally, this logic would be in the `.setup()` method but DRF view sets don't call it
+        # https://docs.djangoproject.com/en/5.1/ref/class-based-views/base/#django.views.generic.base.View.setup
+        if request.auth is None:
+            raise NotAuthenticated
+
+        tenant_id = request.auth.get("tenant_id")
+        if tenant_id is None:
+            raise NotAuthenticated("Tenant ID is not present in token")
+
+        with rls_transaction(
+            tenant_id, using=getattr(self, "db_alias", MainRouter.default_db)
+        ):
+            self.request.tenant_id = tenant_id
+            return super().initial(request, *args, **kwargs)
+
+    def get_serializer_context(self):
+        context = super().get_serializer_context()
+        context["tenant_id"] = self.request.tenant_id
+        return context
+
+
+class BaseTenantViewset(BaseViewSet):
+    def dispatch(self, request, *args, **kwargs):
+        self.db_alias = self._get_request_db_alias(request)
+        alias_token = None
+        try:
+            if self.db_alias != MainRouter.default_db:
+                alias_token = set_read_db_alias(self.db_alias)
+
+            if request is not None:
+                request.db_alias = self.db_alias
+
+            with transaction.atomic(using=self.db_alias):
+                tenant = super().dispatch(request, *args, **kwargs)
+
+            try:
+                # If the request is a POST, create the admin role
+                if request.method == "POST":
+                    isinstance(tenant, dict) and self._create_admin_role(
+                        tenant.data["id"]
+                    )
+            except Exception as e:
+                self._handle_creation_error(e, tenant)
+                raise
+
+            return tenant
+        finally:
+            if alias_token is not None:
+                reset_read_db_alias(alias_token)
+            self.db_alias = MainRouter.default_db
+
+    def _create_admin_role(self, tenant_id):
+        Role.objects.using(MainRouter.admin_db).create(
+            name="admin",
+            tenant_id=tenant_id,
+            manage_users=True,
+            manage_account=True,
+            manage_billing=True,
+            manage_providers=True,
+            manage_integrations=True,
+            manage_scans=True,
+            unlimited_visibility=True,
+        )
+
+    def _handle_creation_error(self, error, tenant):
+        if tenant.data.get("id"):
+            try:
+                Tenant.objects.using(MainRouter.admin_db).filter(
+                    id=tenant.data["id"]
+                ).delete()
+            except ObjectDoesNotExist:
+                pass  # Tenant might not exist, handle gracefully
+
+    def initial(self, request, *args, **kwargs):
+        if request.auth is None:
+            raise NotAuthenticated
+
+        tenant_id = request.auth.get("tenant_id")
+        if tenant_id is None:
+            raise NotAuthenticated("Tenant ID is not present in token")
+
+        user_id = str(request.user.id)
+        with rls_transaction(
+            value=user_id,
+            parameter=POSTGRES_USER_VAR,
+            using=getattr(self, "db_alias", MainRouter.default_db),
+        ):
+            return super().initial(request, *args, **kwargs)
+
+
+class BaseUserViewset(BaseViewSet):
+    def dispatch(self, request, *args, **kwargs):
+        self.db_alias = self._get_request_db_alias(request)
+        alias_token = None
+        try:
+            if self.db_alias != MainRouter.default_db:
+                alias_token = set_read_db_alias(self.db_alias)
+
+            if request is not None:
+                request.db_alias = self.db_alias
+
+            with transaction.atomic(using=self.db_alias):
+                return super().dispatch(request, *args, **kwargs)
+        finally:
+            if alias_token is not None:
+                reset_read_db_alias(alias_token)
+            self.db_alias = MainRouter.default_db
+
+    def initial(self, request, *args, **kwargs):
+        # TODO refactor after improving RLS on users
+        if request.stream is not None and request.stream.method == "POST":
+            return super().initial(request, *args, **kwargs)
+        if request.auth is None:
+            raise NotAuthenticated
+
+        tenant_id = request.auth.get("tenant_id")
+        if tenant_id is None:
+            raise NotAuthenticated("Tenant ID is not present in token")
+
+        with rls_transaction(
+            tenant_id, using=getattr(self, "db_alias", MainRouter.default_db)
+        ):
+            self.request.tenant_id = tenant_id
+            return super().initial(request, *args, **kwargs)

api/src/backend/api/compliance.py

@@ -0,0 +1,245 @@
+from types import MappingProxyType
+
+from api.models import Provider
+from prowler.config.config import get_available_compliance_frameworks
+from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.check.models import CheckMetadata
+
+PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE = {}
+PROWLER_CHECKS = {}
+AVAILABLE_COMPLIANCE_FRAMEWORKS = {}
+
+
+def get_compliance_frameworks(provider_type: Provider.ProviderChoices) -> list[str]:
+    """
+    Retrieve and cache the list of available compliance frameworks for a specific cloud provider.
+
+    This function lazily loads and caches the available compliance frameworks (e.g., CIS, MITRE, ISO)
+    for each provider type (AWS, Azure, GCP, etc.) on first access. Subsequent calls for the same
+    provider will return the cached result.
+
+    Args:
+        provider_type (Provider.ProviderChoices): The cloud provider type for which to retrieve
+            available compliance frameworks (e.g., "aws", "azure", "gcp", "m365").
+
+    Returns:
+        list[str]: A list of framework identifiers (e.g., "cis_1.4_aws", "mitre_attack_azure") available
+        for the given provider.
+    """
+    global AVAILABLE_COMPLIANCE_FRAMEWORKS
+    if provider_type not in AVAILABLE_COMPLIANCE_FRAMEWORKS:
+        AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type] = (
+            get_available_compliance_frameworks(provider_type)
+        )
+
+    return AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type]
+
+
+def get_prowler_provider_checks(provider_type: Provider.ProviderChoices):
+    """
+    Retrieve all check IDs for the specified provider type.
+
+    This function fetches the check metadata for the given cloud provider
+    and returns an iterable of check IDs.
+
+    Args:
+        provider_type (Provider.ProviderChoices): The provider type
+            (e.g., 'aws', 'azure') for which to retrieve check IDs.
+
+    Returns:
+        Iterable[str]: An iterable of check IDs associated with the specified provider type.
+    """
+    return CheckMetadata.get_bulk(provider_type).keys()
+
+
+def get_prowler_provider_compliance(provider_type: Provider.ProviderChoices) -> dict:
+    """
+    Retrieve the Prowler compliance data for a specified provider type.
+
+    This function fetches the compliance frameworks and their associated
+    requirements for the given cloud provider.
+
+    Args:
+        provider_type (Provider.ProviderChoices): The provider type
+            (e.g., 'aws', 'azure') for which to retrieve compliance data.
+
+    Returns:
+        dict: A dictionary mapping compliance framework names to their respective
+            Compliance objects for the specified provider.
+    """
+    return Compliance.get_bulk(provider_type)
+
+
+def load_prowler_compliance():
+    """
+    Load and initialize the Prowler compliance data and checks for all provider types.
+
+    This function retrieves compliance data for all supported provider types,
+    generates a compliance overview template, and populates the global variables
+    `PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE` and `PROWLER_CHECKS` with read-only mappings
+    of the compliance templates and checks, respectively.
+    """
+    global PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE
+    global PROWLER_CHECKS
+
+    prowler_compliance = {
+        provider_type: get_prowler_provider_compliance(provider_type)
+        for provider_type in Provider.ProviderChoices.values
+    }
+    template = generate_compliance_overview_template(prowler_compliance)
+    PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE = MappingProxyType(template)
+    PROWLER_CHECKS = MappingProxyType(load_prowler_checks(prowler_compliance))
+
+
+def load_prowler_checks(prowler_compliance):
+    """
+    Generate a mapping of checks to the compliance frameworks that include them.
+
+    This function processes the provided compliance data and creates a dictionary
+    mapping each provider type to a dictionary where each check ID maps to a set
+    of compliance names that include that check.
+
+    Args:
+        prowler_compliance (dict): The compliance data for all provider types,
+            as returned by `get_prowler_provider_compliance`.
+
+    Returns:
+        dict: A nested dictionary where the first-level keys are provider types,
+            and the values are dictionaries mapping check IDs to sets of compliance names.
+    """
+    checks = {}
+    for provider_type in Provider.ProviderChoices.values:
+        checks[provider_type] = {
+            check_id: set() for check_id in get_prowler_provider_checks(provider_type)
+        }
+        for compliance_name, compliance_data in prowler_compliance[
+            provider_type
+        ].items():
+            for requirement in compliance_data.Requirements:
+                for check in requirement.Checks:
+                    try:
+                        checks[provider_type][check].add(compliance_name)
+                    except KeyError:
+                        continue
+    return checks
+
+
+def generate_scan_compliance(
+    compliance_overview, provider_type: str, check_id: str, status: str
+):
+    """
+    Update the compliance overview with the status of a specific check.
+
+    This function updates the compliance overview by setting the status of the given check
+    within all compliance frameworks and requirements that include it. It then updates the
+    requirement status to 'FAIL' if any of its checks have failed, and adjusts the counts
+    of passed and failed requirements in the compliance overview.
+
+    Args:
+        compliance_overview (dict): The compliance overview data structure to update.
+        provider_type (str): The provider type (e.g., 'aws', 'azure') associated with the check.
+        check_id (str): The identifier of the check whose status is being updated.
+        status (str): The status of the check (e.g., 'PASS', 'FAIL', 'MUTED').
+
+    Returns:
+        None: This function modifies the compliance_overview in place.
+    """
+
+    for compliance_id in PROWLER_CHECKS[provider_type][check_id]:
+        for requirement in compliance_overview[compliance_id]["requirements"].values():
+            if check_id in requirement["checks"]:
+                requirement["checks"][check_id] = status
+                requirement["checks_status"][status.lower()] += 1
+
+                if requirement["status"] != "FAIL" and any(
+                    value == "FAIL" for value in requirement["checks"].values()
+                ):
+                    requirement["status"] = "FAIL"
+                    compliance_overview[compliance_id]["requirements_status"][
+                        "passed"
+                    ] -= 1
+                    compliance_overview[compliance_id]["requirements_status"][
+                        "failed"
+                    ] += 1
+
+
+def generate_compliance_overview_template(prowler_compliance: dict):
+    """
+    Generate a compliance overview template for all provider types.
+
+    This function creates a nested dictionary structure representing the compliance
+    overview template for each provider type, compliance framework, and requirement.
+    It initializes the status of all checks and requirements, and calculates initial
+    counts for requirements status.
+
+    Args:
+        prowler_compliance (dict): The compliance data for all provider types,
+            as returned by `get_prowler_provider_compliance`.
+
+    Returns:
+        dict: A nested dictionary representing the compliance overview template,
+            structured by provider type and compliance framework.
+    """
+    template = {}
+    for provider_type in Provider.ProviderChoices.values:
+        provider_compliance = template.setdefault(provider_type, {})
+        compliance_data_dict = prowler_compliance[provider_type]
+
+        for compliance_name, compliance_data in compliance_data_dict.items():
+            compliance_requirements = {}
+            requirements_status = {"passed": 0, "failed": 0, "manual": 0}
+            total_requirements = 0
+
+            for requirement in compliance_data.Requirements:
+                total_requirements += 1
+                total_checks = len(requirement.Checks)
+                checks_dict = {check: None for check in requirement.Checks}
+
+                req_status_val = "MANUAL" if total_checks == 0 else "PASS"
+
+                # Build requirement dictionary
+                requirement_dict = {
+                    "name": requirement.Name or requirement.Id,
+                    "description": requirement.Description,
+                    "tactics": getattr(requirement, "Tactics", []),
+                    "subtechniques": getattr(requirement, "SubTechniques", []),
+                    "platforms": getattr(requirement, "Platforms", []),
+                    "technique_url": getattr(requirement, "TechniqueURL", ""),
+                    "attributes": [
+                        dict(attribute) for attribute in requirement.Attributes
+                    ],
+                    "checks": checks_dict,
+                    "checks_status": {
+                        "pass": 0,
+                        "fail": 0,
+                        "manual": 0,
+                        "total": total_checks,
+                    },
+                    "status": req_status_val,
+                }
+
+                # Update requirements status counts for the framework
+                if req_status_val == "MANUAL":
+                    requirements_status["manual"] += 1
+                elif req_status_val == "PASS":
+                    requirements_status["passed"] += 1
+
+                # Add requirement to compliance requirements
+                compliance_requirements[requirement.Id] = requirement_dict
+
+            # Build compliance dictionary
+            compliance_dict = {
+                "framework": compliance_data.Framework,
+                "name": compliance_data.Name,
+                "version": compliance_data.Version,
+                "provider": provider_type,
+                "description": compliance_data.Description,
+                "requirements": compliance_requirements,
+                "requirements_status": requirements_status,
+                "total_requirements": total_requirements,
+            }
+
+            # Add compliance to provider compliance
+            provider_compliance[compliance_name] = compliance_dict
+
+    return template

api/src/backend/api/db_router.py

@@ -0,0 +1,66 @@
+from contextvars import ContextVar
+
+from django.conf import settings
+
+ALLOWED_APPS = ("django", "socialaccount", "account", "authtoken", "silk")
+
+_read_db_alias = ContextVar("read_db_alias", default=None)
+
+
+def set_read_db_alias(alias: str | None):
+    if not alias:
+        return None
+    return _read_db_alias.set(alias)
+
+
+def get_read_db_alias() -> str | None:
+    return _read_db_alias.get()
+
+
+def reset_read_db_alias(token) -> None:
+    if token is not None:
+        _read_db_alias.reset(token)
+
+
+class MainRouter:
+    default_db = "default"
+    admin_db = "admin"
+    replica_db = "replica"
+    admin_replica_db = "admin_replica"
+
+    def db_for_read(self, model, **hints):  # noqa: F841
+        model_table_name = model._meta.db_table
+        if model_table_name.startswith("django_") or any(
+            model_table_name.startswith(f"{app}_") for app in ALLOWED_APPS
+        ):
+            return self.admin_db
+        read_alias = get_read_db_alias()
+        if read_alias:
+            return read_alias
+        return None
+
+    def db_for_write(self, model, **hints):  # noqa: F841
+        model_table_name = model._meta.db_table
+        if any(model_table_name.startswith(f"{app}_") for app in ALLOWED_APPS):
+            return self.admin_db
+        return None
+
+    def allow_migrate(self, db, app_label, model_name=None, **hints):  # noqa: F841
+        return db == self.admin_db
+
+    def allow_relation(self, obj1, obj2, **hints):  # noqa: F841
+        # Allow relations when both objects originate from allowed connectors
+        allowed_dbs = {
+            self.default_db,
+            self.admin_db,
+            self.replica_db,
+            self.admin_replica_db,
+        }
+        if {obj1._state.db, obj2._state.db} <= allowed_dbs:
+            return True
+        return None
+
+
+READ_REPLICA_ALIAS = (
+    MainRouter.replica_db if MainRouter.replica_db in settings.DATABASES else None
+)

api/src/backend/api/db_utils.py

@@ -0,0 +1,641 @@
+import re
+import secrets
+import time
+import uuid
+from contextlib import contextmanager
+from datetime import datetime, timedelta, timezone
+
+from celery.utils.log import get_task_logger
+from config.env import env
+from django.conf import settings
+from django.contrib.auth.models import BaseUserManager
+from django.db import (
+    DEFAULT_DB_ALIAS,
+    OperationalError,
+    connection,
+    connections,
+    models,
+    transaction,
+)
+from django_celery_beat.models import PeriodicTask
+from psycopg2 import connect as psycopg2_connect
+from psycopg2.extensions import AsIs, new_type, register_adapter, register_type
+from rest_framework_json_api.serializers import ValidationError
+
+from api.db_router import (
+    READ_REPLICA_ALIAS,
+    get_read_db_alias,
+    reset_read_db_alias,
+    set_read_db_alias,
+)
+
+logger = get_task_logger(__name__)
+
+DB_USER = settings.DATABASES["default"]["USER"] if not settings.TESTING else "test"
+DB_PASSWORD = (
+    settings.DATABASES["default"]["PASSWORD"] if not settings.TESTING else "test"
+)
+DB_PROWLER_USER = (
+    settings.DATABASES["prowler_user"]["USER"] if not settings.TESTING else "test"
+)
+DB_PROWLER_PASSWORD = (
+    settings.DATABASES["prowler_user"]["PASSWORD"] if not settings.TESTING else "test"
+)
+TASK_RUNNER_DB_TABLE = "django_celery_results_taskresult"
+POSTGRES_TENANT_VAR = "api.tenant_id"
+POSTGRES_USER_VAR = "api.user_id"
+
+REPLICA_MAX_ATTEMPTS = env.int("POSTGRES_REPLICA_MAX_ATTEMPTS", default=3)
+REPLICA_RETRY_BASE_DELAY = env.float("POSTGRES_REPLICA_RETRY_BASE_DELAY", default=0.5)
+
+SET_CONFIG_QUERY = "SELECT set_config(%s, %s::text, TRUE);"
+
+
+@contextmanager
+def psycopg_connection(database_alias: str):
+    psycopg2_connection = None
+    try:
+        admin_db = settings.DATABASES[database_alias]
+
+        psycopg2_connection = psycopg2_connect(
+            dbname=admin_db["NAME"],
+            user=admin_db["USER"],
+            password=admin_db["PASSWORD"],
+            host=admin_db["HOST"],
+            port=admin_db["PORT"],
+        )
+        yield psycopg2_connection
+    finally:
+        if psycopg2_connection is not None:
+            psycopg2_connection.close()
+
+
+@contextmanager
+def rls_transaction(
+    value: str,
+    parameter: str = POSTGRES_TENANT_VAR,
+    using: str | None = None,
+):
+    """
+    Creates a new database transaction setting the given configuration value for Postgres RLS. It validates the
+    if the value is a valid UUID.
+
+    Args:
+        value (str): Database configuration parameter value.
+        parameter (str): Database configuration parameter name, by default is 'api.tenant_id'.
+        using (str | None): Optional database alias to run the transaction against. Defaults to the
+            active read alias (if any) or Django's default connection.
+    """
+    requested_alias = using or get_read_db_alias()
+    db_alias = requested_alias or DEFAULT_DB_ALIAS
+    if db_alias not in connections:
+        db_alias = DEFAULT_DB_ALIAS
+
+    alias = db_alias
+    is_replica = READ_REPLICA_ALIAS and alias == READ_REPLICA_ALIAS
+    max_attempts = REPLICA_MAX_ATTEMPTS if is_replica else 1
+
+    for attempt in range(1, max_attempts + 1):
+        router_token = None
+
+        # On final attempt, fallback to primary
+        if attempt == max_attempts and is_replica:
+            logger.warning(
+                f"RLS transaction failed after {attempt - 1} attempts on replica, "
+                f"falling back to primary DB"
+            )
+            alias = DEFAULT_DB_ALIAS
+
+        conn = connections[alias]
+        try:
+            if alias != DEFAULT_DB_ALIAS:
+                router_token = set_read_db_alias(alias)
+
+            with transaction.atomic(using=alias):
+                with conn.cursor() as cursor:
+                    try:
+                        # just in case the value is a UUID object
+                        uuid.UUID(str(value))
+                    except ValueError:
+                        raise ValidationError("Must be a valid UUID")
+                    cursor.execute(SET_CONFIG_QUERY, [parameter, value])
+                    yield cursor
+            return
+        except OperationalError as e:
+            # If on primary or max attempts reached, raise
+            if not is_replica or attempt == max_attempts:
+                raise
+
+            # Retry with exponential backoff
+            delay = REPLICA_RETRY_BASE_DELAY * (2 ** (attempt - 1))
+            logger.info(
+                f"RLS transaction failed on replica (attempt {attempt}/{max_attempts}), "
+                f"retrying in {delay}s. Error: {e}"
+            )
+            time.sleep(delay)
+        finally:
+            if router_token is not None:
+                reset_read_db_alias(router_token)
+
+
+class CustomUserManager(BaseUserManager):
+    def create_user(self, email, password=None, **extra_fields):
+        if not email:
+            raise ValueError("The email field must be set")
+        email = self.normalize_email(email)
+        user = self.model(email=email, **extra_fields)
+        user.set_password(password)
+        user.save(using=self._db)
+        return user
+
+    def get_by_natural_key(self, email):
+        return self.get(email__iexact=email)
+
+
+def enum_to_choices(enum_class):
+    """
+    This function converts a Python Enum to a list of tuples, where the first element is the value and the second element is the name.
+
+    It's for use with Django's `choices` attribute, which expects a list of tuples.
+    """
+    return [(item.value, item.name.replace("_", " ").title()) for item in enum_class]
+
+
+def one_week_from_now():
+    """
+    Return a datetime object with a date one week from now.
+    """
+    return datetime.now(timezone.utc) + timedelta(days=7)
+
+
+def generate_random_token(length: int = 14, symbols: str | None = None) -> str:
+    """
+    Generate a random token with the specified length.
+    """
+    _symbols = "23456789ABCDEFGHJKMNPQRSTVWXYZ"
+    return "".join(secrets.choice(symbols or _symbols) for _ in range(length))
+
+
+def batch_delete(tenant_id, queryset, batch_size=settings.DJANGO_DELETION_BATCH_SIZE):
+    """
+    Deletes objects in batches and returns the total number of deletions and a summary.
+
+    Args:
+        tenant_id (str): Tenant ID the queryset belongs to.
+        queryset (QuerySet): The queryset of objects to delete.
+        batch_size (int): The number of objects to delete in each batch.
+
+    Returns:
+        tuple: (total_deleted, deletion_summary)
+    """
+    total_deleted = 0
+    deletion_summary = {}
+
+    while True:
+        with rls_transaction(tenant_id, POSTGRES_TENANT_VAR):
+            # Get a batch of IDs to delete
+            batch_ids = set(
+                queryset.values_list("id", flat=True).order_by("id")[:batch_size]
+            )
+            if not batch_ids:
+                # No more objects to delete
+                break
+
+            deleted_count, deleted_info = queryset.filter(id__in=batch_ids).delete()
+
+        total_deleted += deleted_count
+        for model_label, count in deleted_info.items():
+            deletion_summary[model_label] = deletion_summary.get(model_label, 0) + count
+
+    return total_deleted, deletion_summary
+
+
+def delete_related_daily_task(provider_id: str):
+    """
+    Deletes the periodic task associated with a specific provider.
+
+    Args:
+        provider_id (str): The unique identifier for the provider
+                           whose related periodic task should be deleted.
+    """
+    task_name = f"scan-perform-scheduled-{provider_id}"
+    PeriodicTask.objects.filter(name=task_name).delete()
+
+
+def create_objects_in_batches(
+    tenant_id: str, model, objects: list, batch_size: int = 500
+):
+    """
+    Bulk-create model instances in repeated, per-tenant RLS transactions.
+
+    All chunks execute in their own transaction, so no single transaction
+    grows too large.
+
+    Args:
+        tenant_id (str): UUID string of the tenant under which to set RLS.
+        model: Django model class whose `.objects.bulk_create()` will be called.
+        objects (list): List of model instances (unsaved) to bulk-create.
+        batch_size (int): Maximum number of objects per bulk_create call.
+    """
+    total = len(objects)
+    for i in range(0, total, batch_size):
+        chunk = objects[i : i + batch_size]
+        with rls_transaction(value=tenant_id, parameter=POSTGRES_TENANT_VAR):
+            model.objects.bulk_create(chunk, batch_size)
+
+
+def update_objects_in_batches(
+    tenant_id: str, model, objects: list, fields: list, batch_size: int = 500
+):
+    """
+    Bulk-update model instances in repeated, per-tenant RLS transactions.
+
+    All chunks execute in their own transaction, so no single transaction
+    grows too large.
+
+    Args:
+        tenant_id (str): UUID string of the tenant under which to set RLS.
+        model: Django model class whose `.objects.bulk_update()` will be called.
+        objects (list): List of model instances (saved) to bulk-update.
+        fields (list): List of field names to update.
+        batch_size (int): Maximum number of objects per bulk_update call.
+    """
+    total = len(objects)
+    for start in range(0, total, batch_size):
+        chunk = objects[start : start + batch_size]
+        with rls_transaction(value=tenant_id, parameter=POSTGRES_TENANT_VAR):
+            model.objects.bulk_update(chunk, fields, batch_size)
+
+
+# Postgres Enums
+
+
+class PostgresEnumMigration:
+    def __init__(self, enum_name: str, enum_values: tuple):
+        self.enum_name = enum_name
+        self.enum_values = enum_values
+
+    def create_enum_type(self, apps, schema_editor):  # noqa: F841
+        string_enum_values = ", ".join([f"'{value}'" for value in self.enum_values])
+        with schema_editor.connection.cursor() as cursor:
+            cursor.execute(
+                f"CREATE TYPE {self.enum_name} AS ENUM ({string_enum_values});"
+            )
+
+    def drop_enum_type(self, apps, schema_editor):  # noqa: F841
+        with schema_editor.connection.cursor() as cursor:
+            cursor.execute(f"DROP TYPE {self.enum_name};")
+
+
+class PostgresEnumField(models.Field):
+    def __init__(self, enum_type_name, *args, **kwargs):
+        self.enum_type_name = enum_type_name
+        super().__init__(*args, **kwargs)
+
+    def db_type(self, connection):
+        return self.enum_type_name
+
+    def from_db_value(self, value, expression, connection):  # noqa: F841
+        return value
+
+    def to_python(self, value):
+        if isinstance(value, EnumType):
+            return value.value
+        return value
+
+    def get_prep_value(self, value):
+        if isinstance(value, EnumType):
+            return value.value
+        return value
+
+
+class EnumType:
+    def __init__(self, value):
+        self.value = value
+
+    def __str__(self):
+        return self.value
+
+
+def enum_adapter(enum_obj):
+    return AsIs(f"'{enum_obj.value}'::{enum_obj.__class__.enum_type_name}")
+
+
+def get_enum_oid(connection, enum_type_name: str):
+    with connection.cursor() as cursor:
+        cursor.execute("SELECT oid FROM pg_type WHERE typname = %s;", (enum_type_name,))
+        result = cursor.fetchone()
+    if result is None:
+        raise ValueError(f"Enum type '{enum_type_name}' not found")
+    return result[0]
+
+
+def register_enum(apps, schema_editor, enum_class):  # noqa: F841
+    with psycopg_connection(schema_editor.connection.alias) as connection:
+        enum_oid = get_enum_oid(connection, enum_class.enum_type_name)
+        enum_instance = new_type(
+            (enum_oid,),
+            enum_class.enum_type_name,
+            lambda value, cur: value,  # noqa: F841
+        )
+        register_type(enum_instance, connection)
+        register_adapter(enum_class, enum_adapter)
+
+
+def _should_create_index_on_partition(
+    partition_name: str, all_partitions: bool = False
+) -> bool:
+    """
+    Determine if we should create an index on this partition.
+
+    Args:
+        partition_name: The name of the partition (e.g., "findings_2025_aug", "findings_default")
+        all_partitions: If True, create on all partitions. If False, only current/future partitions.
+
+    Returns:
+        bool: True if index should be created on this partition, False otherwise.
+    """
+    if all_partitions:
+        return True
+
+    # Extract date from partition name if it follows the pattern
+    # Partition names look like: findings_2025_aug, findings_2025_jul, etc.
+    date_pattern = r"(\d{4})_([a-z]{3})$"
+    match = re.search(date_pattern, partition_name)
+
+    if not match:
+        # If we can't parse the date, include it to be safe (e.g., default partition)
+        return True
+
+    try:
+        year_str, month_abbr = match.groups()
+        year = int(year_str)
+
+        # Map month abbreviations to numbers
+        month_map = {
+            "jan": 1,
+            "feb": 2,
+            "mar": 3,
+            "apr": 4,
+            "may": 5,
+            "jun": 6,
+            "jul": 7,
+            "aug": 8,
+            "sep": 9,
+            "oct": 10,
+            "nov": 11,
+            "dec": 12,
+        }
+
+        month = month_map.get(month_abbr.lower())
+        if month is None:
+            # Unknown month abbreviation, include it to be safe
+            return True
+
+        partition_date = datetime(year, month, 1, tzinfo=timezone.utc)
+
+        # Get current month start
+        now = datetime.now(timezone.utc)
+        current_month_start = now.replace(
+            day=1, hour=0, minute=0, second=0, microsecond=0
+        )
+
+        # Include current month and future partitions
+        return partition_date >= current_month_start
+
+    except (ValueError, TypeError):
+        # If date parsing fails, include it to be safe
+        return True
+
+
+def create_index_on_partitions(
+    apps,  # noqa: F841
+    schema_editor,
+    parent_table: str,
+    index_name: str,
+    columns: str,
+    method: str = "BTREE",
+    where: str = "",
+    all_partitions: bool = True,
+):
+    """
+    Create an index on existing partitions of `parent_table`.
+
+    Args:
+        parent_table: The name of the root table (e.g. "findings").
+        index_name: A short name for the index (will be prefixed per-partition).
+        columns: The parenthesized column list, e.g. "tenant_id, scan_id, status".
+        method: The index method—BTREE, GIN, etc. Defaults to BTREE.
+        where: Optional WHERE clause (without the leading "WHERE"), e.g. "status = 'FAIL'".
+        all_partitions: Whether to create indexes on all partitions or just current/future ones.
+                       Defaults to False (current/future only) to avoid maintenance overhead
+                       on old partitions where the index may not be needed.
+
+    Examples:
+        # Create index only on current and future partitions (recommended for new indexes)
+        create_index_on_partitions(
+            apps, schema_editor,
+            parent_table="findings",
+            index_name="new_performance_idx",
+            columns="tenant_id, status, severity",
+            all_partitions=False  # Default behavior
+        )
+
+        # Create index on all partitions (use when migrating existing critical indexes)
+        create_index_on_partitions(
+            apps, schema_editor,
+            parent_table="findings",
+            index_name="critical_existing_idx",
+            columns="tenant_id, scan_id",
+            all_partitions=True
+        )
+    """
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass
+            """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+
+    where_sql = f" WHERE {where}" if where else ""
+    for partition in partitions:
+        if _should_create_index_on_partition(partition, all_partitions):
+            idx_name = f"{partition.replace('.', '_')}_{index_name}"
+            sql = (
+                f"CREATE INDEX CONCURRENTLY IF NOT EXISTS {idx_name} "
+                f"ON {partition} USING {method} ({columns})"
+                f"{where_sql};"
+            )
+            schema_editor.execute(sql)
+
+
+def drop_index_on_partitions(
+    apps,  # noqa: F841
+    schema_editor,
+    parent_table: str,
+    index_name: str,
+):
+    """
+    Drop the per-partition indexes that were created by create_index_on_partitions.
+
+    Args:
+        parent_table: The name of the root table (e.g. "findings").
+        index_name: The same short name used when creating them.
+    """
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass
+            """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+
+    for partition in partitions:
+        idx_name = f"{partition.replace('.', '_')}_{index_name}"
+        sql = f"DROP INDEX CONCURRENTLY IF EXISTS {idx_name};"
+        schema_editor.execute(sql)
+
+
+def generate_api_key_prefix():
+    """Generate a random 8-character prefix for API keys (e.g., 'pk_abc123de')."""
+    random_chars = generate_random_token(length=8)
+    return f"pk_{random_chars}"
+
+
+# Postgres enum definition for member role
+
+
+class MemberRoleEnum(EnumType):
+    enum_type_name = "member_role"
+
+
+class MemberRoleEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("member_role", *args, **kwargs)
+
+
+# Postgres enum definition for Provider.provider
+
+
+class ProviderEnum(EnumType):
+    enum_type_name = "provider"
+
+
+class ProviderEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("provider", *args, **kwargs)
+
+
+# Postgres enum definition for Scan.type
+
+
+class ScanTriggerEnum(EnumType):
+    enum_type_name = "scan_trigger"
+
+
+class ScanTriggerEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("scan_trigger", *args, **kwargs)
+
+
+# Postgres enum definition for state
+
+
+class StateEnum(EnumType):
+    enum_type_name = "state"
+
+
+class StateEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("state", *args, **kwargs)
+
+
+# Postgres enum definition for Finding.Delta
+
+
+class FindingDeltaEnum(EnumType):
+    enum_type_name = "finding_delta"
+
+
+class FindingDeltaEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("finding_delta", *args, **kwargs)
+
+
+# Postgres enum definition for Severity
+
+
+class SeverityEnum(EnumType):
+    enum_type_name = "severity"
+
+
+class SeverityEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("severity", *args, **kwargs)
+
+
+# Postgres enum definition for Status
+
+
+class StatusEnum(EnumType):
+    enum_type_name = "status"
+
+
+class StatusEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("status", *args, **kwargs)
+
+
+# Postgres enum definition for Provider secrets type
+
+
+class ProviderSecretTypeEnum(EnumType):
+    enum_type_name = "provider_secret_type"
+
+
+class ProviderSecretTypeEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("provider_secret_type", *args, **kwargs)
+
+
+# Postgres enum definition for Provider secrets type
+
+
+class InvitationStateEnum(EnumType):
+    enum_type_name = "invitation_state"
+
+
+class InvitationStateEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("invitation_state", *args, **kwargs)
+
+
+# Postgres enum definition for Integration type
+
+
+class IntegrationTypeEnum(EnumType):
+    enum_type_name = "integration_type"
+
+
+class IntegrationTypeEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("integration_type", *args, **kwargs)
+
+
+# Postgres enum definition for Processor type
+
+
+class ProcessorTypeEnum(EnumType):
+    enum_type_name = "processor_type"
+
+
+class ProcessorTypeEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("processor_type", *args, **kwargs)

api/src/backend/api/decorators.py

@@ -0,0 +1,118 @@
+import uuid
+from functools import wraps
+
+from django.core.exceptions import ObjectDoesNotExist
+from django.db import IntegrityError, connection, transaction
+from rest_framework_json_api.serializers import ValidationError
+
+from api.db_router import READ_REPLICA_ALIAS
+from api.db_utils import POSTGRES_TENANT_VAR, SET_CONFIG_QUERY, rls_transaction
+from api.exceptions import ProviderDeletedException
+from api.models import Provider, Scan
+
+
+def set_tenant(func=None, *, keep_tenant=False):
+    """
+    Decorator to set the tenant context for a Celery task based on the provided tenant_id.
+
+    This decorator extracts the `tenant_id` from the task's keyword arguments,
+    and uses it to set the tenant context for the current database session.
+    The `tenant_id` is then removed from the kwargs before the task function
+    is executed. If `tenant_id` is not provided, a KeyError is raised.
+
+    Args:
+        func (function): The Celery task function to be decorated.
+
+    Raises:
+        KeyError: If `tenant_id` is not found in the task's keyword arguments.
+
+    Returns:
+        function: The wrapped function with tenant context set.
+
+    Example:
+        # This decorator MUST be defined the last in the decorator chain
+
+        @shared_task
+        @set_tenant
+        def some_task(arg1, **kwargs):
+            # Task logic here
+            pass
+
+        # When calling the task
+        some_task.delay(arg1, tenant_id="8db7ca86-03cc-4d42-99f6-5e480baf6ab5")
+
+        # The tenant context will be set before the task logic executes.
+    """
+
+    def decorator(func):
+        @wraps(func)
+        @transaction.atomic
+        def wrapper(*args, **kwargs):
+            try:
+                if not keep_tenant:
+                    tenant_id = kwargs.pop("tenant_id")
+                else:
+                    tenant_id = kwargs["tenant_id"]
+            except KeyError:
+                raise KeyError("This task requires the tenant_id")
+            try:
+                uuid.UUID(tenant_id)
+            except ValueError:
+                raise ValidationError("Tenant ID must be a valid UUID")
+            with connection.cursor() as cursor:
+                cursor.execute(SET_CONFIG_QUERY, [POSTGRES_TENANT_VAR, tenant_id])
+
+            return func(*args, **kwargs)
+
+        return wrapper
+
+    if func is None:
+        return decorator
+    else:
+        return decorator(func)
+
+
+def handle_provider_deletion(func):
+    """
+    Decorator that raises ProviderDeletedException if provider was deleted during execution.
+
+    Catches ObjectDoesNotExist and IntegrityError, checks if provider still exists,
+    and raises ProviderDeletedException if not. Otherwise, re-raises original exception.
+
+    Requires tenant_id and provider_id in kwargs.
+
+    Example:
+        @shared_task
+        @handle_provider_deletion
+        def scan_task(scan_id, tenant_id, provider_id):
+            ...
+    """
+
+    @wraps(func)
+    def wrapper(*args, **kwargs):
+        try:
+            return func(*args, **kwargs)
+        except (ObjectDoesNotExist, IntegrityError):
+            tenant_id = kwargs.get("tenant_id")
+            provider_id = kwargs.get("provider_id")
+
+            with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
+                if provider_id is None:
+                    scan_id = kwargs.get("scan_id")
+                    if scan_id is None:
+                        raise AssertionError(
+                            "This task does not have provider or scan in the kwargs"
+                        )
+                    scan = Scan.objects.filter(pk=scan_id).first()
+                    if scan is None:
+                        raise ProviderDeletedException(
+                            f"Provider for scan '{scan_id}' was deleted during the scan"
+                        ) from None
+                    provider_id = str(scan.provider_id)
+                if not Provider.objects.filter(pk=provider_id).exists():
+                    raise ProviderDeletedException(
+                        f"Provider '{provider_id}' was deleted during the scan"
+                    ) from None
+            raise
+
+    return wrapper

api/src/backend/api/exceptions.py

@@ -0,0 +1,109 @@
+from django.core.exceptions import ValidationError as django_validation_error
+from rest_framework import status
+from rest_framework.exceptions import (
+    APIException,
+    AuthenticationFailed,
+    NotAuthenticated,
+)
+from rest_framework_json_api.exceptions import exception_handler
+from rest_framework_json_api.serializers import ValidationError
+from rest_framework_simplejwt.exceptions import InvalidToken, TokenError
+
+
+class ModelValidationError(ValidationError):
+    def __init__(
+        self,
+        detail: str | None = None,
+        code: str | None = None,
+        pointer: str | None = None,
+        status_code: int = 400,
+    ):
+        super().__init__(
+            detail=[
+                {
+                    "detail": detail,
+                    "status": str(status_code),
+                    "source": {"pointer": pointer},
+                    "code": code,
+                }
+            ]
+        )
+
+
+class InvitationTokenExpiredException(APIException):
+    status_code = status.HTTP_410_GONE
+    default_detail = "The invitation token has expired and is no longer valid."
+    default_code = "token_expired"
+
+
+# Task Management Exceptions (non-HTTP)
+class TaskManagementError(Exception):
+    """Base exception for task management errors."""
+
+    def __init__(self, task=None):
+        self.task = task
+        super().__init__()
+
+
+class TaskFailedException(TaskManagementError):
+    """Raised when a task has failed."""
+
+
+class TaskNotFoundException(TaskManagementError):
+    """Raised when a task is not found."""
+
+
+class TaskInProgressException(TaskManagementError):
+    """Raised when a task is running but there's no related Task object to return."""
+
+    def __init__(self, task_result=None):
+        self.task_result = task_result
+        super().__init__()
+
+
+# Provider connection errors
+class ProviderConnectionError(Exception):
+    """Base exception for provider connection errors."""
+
+
+class ProviderDeletedException(Exception):
+    """Raised when a provider has been deleted during scan/task execution."""
+
+
+def custom_exception_handler(exc, context):
+    if isinstance(exc, django_validation_error):
+        if hasattr(exc, "error_dict"):
+            exc = ValidationError(exc.message_dict)
+        else:
+            exc = ValidationError(detail=exc.messages[0], code=exc.code)
+    # Force 401 status for AuthenticationFailed exceptions regardless of the authentication backend
+    elif isinstance(exc, (AuthenticationFailed, NotAuthenticated, TokenError)):
+        exc.status_code = status.HTTP_401_UNAUTHORIZED
+        if isinstance(exc, (TokenError, InvalidToken)):
+            if (
+                hasattr(exc, "detail")
+                and isinstance(exc.detail, dict)
+                and "messages" in exc.detail
+            ):
+                exc.detail["messages"] = [
+                    message_item["message"] for message_item in exc.detail["messages"]
+                ]
+    return exception_handler(exc, context)
+
+
+class ConflictException(APIException):
+    status_code = status.HTTP_409_CONFLICT
+    default_detail = "A conflict occurred. The resource already exists."
+    default_code = "conflict"
+
+    def __init__(self, detail=None, code=None, pointer=None):
+        error_detail = {
+            "detail": detail or self.default_detail,
+            "status": self.status_code,
+            "code": self.default_code,
+        }
+
+        if pointer:
+            error_detail["source"] = {"pointer": pointer}
+
+        super().__init__(detail=[error_detail])

api/src/backend/api/fixtures/dev/0_dev_users.json

@@ -0,0 +1,41 @@
+[
+  {
+    "model": "api.user",
+    "pk": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
+    "fields": {
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
+      "last_login": null,
+      "name": "Devie Prowlerson",
+      "email": "dev@prowler.com",
+      "company_name": "Prowler Developers",
+      "is_active": true,
+      "date_joined": "2024-09-17T09:04:20.850Z"
+    }
+  },
+  {
+    "model": "api.user",
+    "pk": "b6493a3a-c997-489b-8b99-278bf74de9f6",
+    "fields": {
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
+      "last_login": null,
+      "name": "Devietoo Prowlerson",
+      "email": "dev2@prowler.com",
+      "company_name": "Prowler Developers",
+      "is_active": true,
+      "date_joined": "2024-09-18T09:04:20.850Z"
+    }
+  },
+  {
+    "model": "api.user",
+    "pk": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+    "fields": {
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
+      "last_login": null,
+      "name": "E2E Test User",
+      "email": "e2e@prowler.com",
+      "company_name": "Prowler E2E Tests",
+      "is_active": true,
+      "date_joined": "2024-01-01T00:00:00.850Z"
+    }
+  }
+]

api/src/backend/api/fixtures/dev/1_dev_tenants.json

@@ -0,0 +1,69 @@
+[
+  {
+    "model": "api.tenant",
+    "pk": "12646005-9067-4d2a-a098-8bb378604362",
+    "fields": {
+      "inserted_at": "2024-03-21T23:00:00Z",
+      "updated_at": "2024-03-21T23:00:00Z",
+      "name": "Tenant1"
+    }
+  },
+  {
+    "model": "api.tenant",
+    "pk": "0412980b-06e3-436a-ab98-3c9b1d0333d3",
+    "fields": {
+      "inserted_at": "2024-03-21T23:00:00Z",
+      "updated_at": "2024-03-21T23:00:00Z",
+      "name": "Tenant2"
+    }
+  },
+  {
+    "model": "api.membership",
+    "pk": "2b0db93a-7e0b-4edf-a851-ea448676b7eb",
+    "fields": {
+      "user": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
+      "tenant": "0412980b-06e3-436a-ab98-3c9b1d0333d3",
+      "role": "owner",
+      "date_joined": "2024-09-19T11:03:59.712Z"
+    }
+  },
+  {
+    "model": "api.membership",
+    "pk": "797d7cee-abc9-4598-98bb-4bf4bfb97f27",
+    "fields": {
+      "user": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "owner",
+      "date_joined": "2024-09-19T11:02:59.712Z"
+    }
+  },
+  {
+    "model": "api.membership",
+    "pk": "dea37563-7009-4dcf-9f18-25efb41462a7",
+    "fields": {
+      "user": "b6493a3a-c997-489b-8b99-278bf74de9f6",
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "member",
+      "date_joined": "2024-09-19T11:03:59.712Z"
+    }
+  },
+  {
+    "model": "api.tenant",
+    "pk": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+    "fields": {
+      "inserted_at": "2024-01-01T00:00:00Z",
+      "updated_at": "2024-01-01T00:00:00Z",
+      "name": "E2E Test Tenant"
+    }
+  },
+  {
+    "model": "api.membership",
+    "pk": "9b1a2c3d-4e5f-6789-abc1-23456789def0",
+    "fields": {
+      "user": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "role": "owner",
+      "date_joined": "2024-01-01T00:00:00.000Z"
+    }
+  }
+]

api/src/backend/api/fixtures/dev/2_dev_providers.json

@@ -0,0 +1,193 @@
+[
+  {
+    "model": "api.provider",
+    "pk": "37b065f8-26b0-4218-a665-0b23d07b27d9",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-01T17:20:27.050Z",
+      "updated_at": "2024-08-01T17:20:27.050Z",
+      "provider": "gcp",
+      "uid": "a12322-test321",
+      "alias": "gcp_testing_2",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "8851db6b-42e5-4533-aa9e-30a32d67e875",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-01T17:19:42.453Z",
+      "updated_at": "2024-08-01T17:19:42.453Z",
+      "provider": "gcp",
+      "uid": "a12345-test123",
+      "alias": "gcp_testing_1",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "b85601a8-4b45-4194-8135-03fb980ef428",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-01T17:19:09.556Z",
+      "updated_at": "2024-08-01T17:19:09.556Z",
+      "provider": "aws",
+      "uid": "123456789020",
+      "alias": "aws_testing_2",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "baa7b895-8bac-4f47-b010-4226d132856e",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-01T17:20:16.962Z",
+      "updated_at": "2024-08-01T17:20:16.962Z",
+      "provider": "gcp",
+      "uid": "a12322-test123",
+      "alias": "gcp_testing_3",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "d7c7ea89-d9af-423b-a364-1290dcad5a01",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-01T17:18:58.132Z",
+      "updated_at": "2024-08-01T17:18:58.132Z",
+      "provider": "aws",
+      "uid": "123456789015",
+      "alias": "aws_testing_1",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-06T16:03:26.176Z",
+      "updated_at": "2024-08-06T16:03:26.176Z",
+      "provider": "azure",
+      "uid": "8851db6b-42e5-4533-aa9e-30a32d67e875",
+      "alias": "azure_testing",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {},
+      "scanner_args": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "26e55a24-cb2c-4cef-ac87-6f91fddb2c97",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-08-06T16:03:07.037Z",
+      "updated_at": "2024-08-06T16:03:07.037Z",
+      "provider": "kubernetes",
+      "uid": "kubernetes-test-12345",
+      "alias": "k8s_testing",
+      "connected": null,
+      "connection_last_checked_at": null,
+      "metadata": {},
+      "scanner_args": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:45:26.352Z",
+      "updated_at": "2024-10-18T11:16:23.533Z",
+      "provider": "aws",
+      "uid": "106908755759",
+      "alias": "real testing aws provider",
+      "connected": true,
+      "connection_last_checked_at": "2024-10-18T11:16:23.503Z",
+      "metadata": {},
+      "scanner_args": {}
+    }
+  },
+  {
+    "model": "api.provider",
+    "pk": "7791914f-d646-4fe2-b2ed-73f2c6499a36",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:45:26.352Z",
+      "updated_at": "2024-10-18T11:16:23.533Z",
+      "provider": "kubernetes",
+      "uid": "gke_lucky-coast-419309_us-central1_autopilot-cluster-2",
+      "alias": "k8s_testing_2",
+      "connected": true,
+      "connection_last_checked_at": "2024-10-18T11:16:23.503Z",
+      "metadata": {},
+      "scanner_args": {}
+    }
+  },
+  {
+    "model": "api.providersecret",
+    "pk": "11491b47-75ae-4f71-ad8d-3e630a72182e",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-11T08:03:05.026Z",
+      "updated_at": "2024-10-11T08:04:47.033Z",
+      "name": "GCP static secrets",
+      "secret_type": "static",
+      "_secret": "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",
+      "provider": "8851db6b-42e5-4533-aa9e-30a32d67e875"
+    }
+  },
+  {
+    "model": "api.providersecret",
+    "pk": "40191ad5-d8c2-40a9-826d-241397626b68",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-10T11:11:44.515Z",
+      "updated_at": "2024-10-11T07:59:56.102Z",
+      "name": "AWS static secrets",
+      "secret_type": "static",
+      "_secret": "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",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428"
+    }
+  },
+  {
+    "model": "api.providersecret",
+    "pk": "ed89d1ea-366a-4d12-a602-f2ab77019742",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-10T11:11:44.515Z",
+      "updated_at": "2024-10-11T07:59:56.102Z",
+      "name": "Azure static secrets",
+      "secret_type": "static",
+      "_secret": "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",
+      "provider": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2"
+    }
+  },
+  {
+    "model": "api.providersecret",
+    "pk": "ae48ecde-75cd-4814-92ab-18f48719e5d9",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:45:26.412Z",
+      "updated_at": "2024-10-18T10:45:26.412Z",
+      "name": "Valid AWS Credentials",
+      "secret_type": "static",
+      "_secret": "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",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555"
+    }
+  }
+]

api/src/backend/api/fixtures/dev/3_dev_scans.json

@@ -0,0 +1,256 @@
+[
+  {
+    "model": "api.scan",
+    "pk": "0191e280-9d2f-71c8-9b18-487a23ba185e",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "37b065f8-26b0-4218-a665-0b23d07b27d9",
+      "trigger": "manual",
+      "name": "test scan 1",
+      "state": "completed",
+      "unique_resource_count": 1,
+      "duration": 5,
+      "scanner_args": {
+        "checks_to_execute": ["accessanalyzer_enabled"]
+      },
+      "inserted_at": "2024-09-01T17:25:27.050Z",
+      "started_at": "2024-09-01T17:25:27.050Z",
+      "updated_at": "2024-09-01T17:25:27.050Z",
+      "completed_at": "2024-09-01T17:25:32.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "01920573-aa9c-73c9-bcda-f2e35c9b19d2",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428",
+      "trigger": "manual",
+      "name": "test aws scan 2",
+      "state": "completed",
+      "unique_resource_count": 1,
+      "duration": 20,
+      "scanner_args": {
+        "checks_to_execute": ["accessanalyzer_enabled"]
+      },
+      "inserted_at": "2024-09-02T17:24:27.050Z",
+      "started_at": "2024-09-02T17:24:27.050Z",
+      "updated_at": "2024-09-02T17:24:27.050Z",
+      "completed_at": "2024-09-01T17:24:37.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "01920573-ea5b-77fd-a93f-1ed2ae12f728",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "baa7b895-8bac-4f47-b010-4226d132856e",
+      "trigger": "manual",
+      "name": "test gcp scan",
+      "state": "completed",
+      "unique_resource_count": 10,
+      "duration": 10,
+      "scanner_args": {
+        "checks_to_execute": ["cloudsql_instance_automated_backups"]
+      },
+      "inserted_at": "2024-09-02T19:26:27.050Z",
+      "started_at": "2024-09-02T19:26:27.050Z",
+      "updated_at": "2024-09-02T19:26:27.050Z",
+      "completed_at": "2024-09-01T17:26:37.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "01920573-ea5b-77fd-a93f-1ed2ae12f728",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428",
+      "trigger": "manual",
+      "name": "test aws scan",
+      "state": "completed",
+      "unique_resource_count": 1,
+      "duration": 35,
+      "scanner_args": {
+        "checks_to_execute": ["accessanalyzer_enabled"]
+      },
+      "inserted_at": "2024-09-02T19:27:27.050Z",
+      "started_at": "2024-09-02T19:27:27.050Z",
+      "updated_at": "2024-09-02T19:27:27.050Z",
+      "completed_at": "2024-09-01T17:27:37.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "c281c924-23f3-4fcc-ac63-73a22154b7de",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428",
+      "trigger": "scheduled",
+      "name": "test scheduled aws scan",
+      "state": "available",
+      "scanner_args": {
+        "checks_to_execute": ["cloudformation_stack_outputs_find_secrets"]
+      },
+      "scheduled_at": "2030-09-02T19:20:27.050Z",
+      "inserted_at": "2024-09-02T19:24:27.050Z",
+      "updated_at": "2024-09-02T19:24:27.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "25c8907c-b26e-4ec0-966b-a1f53a39d8e6",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428",
+      "trigger": "scheduled",
+      "name": "test scheduled aws scan 2",
+      "state": "available",
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "cloudformation_stack_outputs_find_secrets"
+        ]
+      },
+      "scheduled_at": "2030-08-02T19:31:27.050Z",
+      "inserted_at": "2024-09-02T19:38:27.050Z",
+      "updated_at": "2024-09-02T19:38:27.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "25c8907c-b26e-4ec0-966b-a1f53a39d8e6",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "baa7b895-8bac-4f47-b010-4226d132856e",
+      "trigger": "scheduled",
+      "name": "test scheduled gcp scan",
+      "state": "available",
+      "scanner_args": {
+        "checks_to_execute": [
+          "cloudsql_instance_automated_backups",
+          "iam_audit_logs_enabled"
+        ]
+      },
+      "scheduled_at": "2030-07-02T19:30:27.050Z",
+      "inserted_at": "2024-09-02T19:29:27.050Z",
+      "updated_at": "2024-09-02T19:29:27.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "25c8907c-b26e-4ec0-966b-a1f53a39d8e6",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2",
+      "trigger": "scheduled",
+      "name": "test scheduled azure scan",
+      "state": "available",
+      "scanner_args": {
+        "checks_to_execute": [
+          "aks_cluster_rbac_enabled",
+          "defender_additional_email_configured_with_a_security_contact"
+        ]
+      },
+      "scheduled_at": "2030-08-05T19:32:27.050Z",
+      "inserted_at": "2024-09-02T19:29:27.050Z",
+      "updated_at": "2024-09-02T19:29:27.050Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "01929f3b-ed2e-7623-ad63-7c37cd37828f",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan 1",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 19,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": ["accessanalyzer_enabled"]
+      },
+      "duration": 7,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T10:45:57.678Z",
+      "updated_at": "2024-10-18T10:46:05.127Z",
+      "started_at": "2024-10-18T10:45:57.909Z",
+      "completed_at": "2024-10-18T10:46:05.127Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "6dd8925f-a52d-48de-a546-d2d90db30ab1",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan azure",
+      "provider": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 20,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "account_security_contact_information_is_registered"
+        ]
+      },
+      "duration": 4,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T11:16:21.358Z",
+      "updated_at": "2024-10-18T11:16:26.060Z",
+      "started_at": "2024-10-18T11:16:21.593Z",
+      "completed_at": "2024-10-18T11:16:26.060Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "4ca7ce89-3236-41a8-a369-8937bc152af5",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan k8s",
+      "provider": "7791914f-d646-4fe2-b2ed-73f2c6499a36",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 20,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "account_security_contact_information_is_registered"
+        ]
+      },
+      "duration": 4,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T11:16:21.358Z",
+      "updated_at": "2024-10-18T11:16:26.060Z",
+      "started_at": "2024-10-18T11:16:21.593Z",
+      "completed_at": "2024-10-18T11:16:26.060Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "01929f57-c0ee-7553-be0b-cbde006fb6f7",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan 2",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 20,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "account_security_contact_information_is_registered"
+        ]
+      },
+      "duration": 4,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T11:16:21.358Z",
+      "updated_at": "2024-10-18T11:16:26.060Z",
+      "started_at": "2024-10-18T11:16:21.593Z",
+      "completed_at": "2024-10-18T11:16:26.060Z"
+    }
+  }
+]

api/src/backend/api/fixtures/dev/4_dev_resources.json

@@ -0,0 +1,322 @@
+[
+  {
+    "model": "api.resource",
+    "pk": "0234477d-0b8e-439f-87d3-ce38dff3a434",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.772Z",
+      "updated_at": "2024-10-18T11:16:24.466Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root",
+      "name": "",
+      "region": "eu-south-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'eu':7C 'eu-south':6C 'iam':3A 'other':11 'root':5A 'south':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "17ce30a3-6e77-42a5-bb08-29dfcad7396a",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.882Z",
+      "updated_at": "2024-10-18T11:16:24.533Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root2",
+      "name": "",
+      "region": "eu-west-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'eu':7C 'eu-west':6C 'iam':3A 'other':11 'root':5A 'west':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "1f9de587-ba5b-415a-b9b0-ceed4c6c9f32",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.091Z",
+      "updated_at": "2024-10-18T11:16:24.637Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root3",
+      "name": "",
+      "region": "ap-northeast-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-northeast':6C 'arn':1A 'aws':2A 'iam':3A 'northeast':8C 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "29b35668-6dad-411d-bfec-492311889892",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.008Z",
+      "updated_at": "2024-10-18T11:16:24.600Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root4",
+      "name": "",
+      "region": "us-west-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'iam':3A 'other':11 'root':5A 'us':7C 'us-west':6C 'west':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "30505514-01d4-42bb-8b0c-471bbab27460",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T11:16:26.014Z",
+      "updated_at": "2024-10-18T11:16:26.023Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root5",
+      "name": "",
+      "region": "us-east-1",
+      "service": "account",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'account':10 'arn':1A 'aws':2A 'east':8C 'iam':3A 'other':11 'root':5A 'us':7C 'us-east':6C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "372932f0-e4df-4968-9721-bb4f6236fae4",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.848Z",
+      "updated_at": "2024-10-18T11:16:24.516Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root6",
+      "name": "",
+      "region": "eu-west-3",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'3':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'eu':7C 'eu-west':6C 'iam':3A 'other':11 'root':5A 'west':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "3a37d124-7637-43f6-9df7-e9aa7ef98c53",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.979Z",
+      "updated_at": "2024-10-18T11:16:24.585Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root7",
+      "name": "",
+      "region": "sa-east-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'east':8C 'iam':3A 'other':11 'root':5A 'sa':7C 'sa-east':6C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "3c49318e-03c6-4f12-876f-40451ce7de3d",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.072Z",
+      "updated_at": "2024-10-18T11:16:24.630Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root8",
+      "name": "",
+      "region": "ap-southeast-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-southeast':6C 'arn':1A 'aws':2A 'iam':3A 'other':11 'root':5A 'southeast':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "430bf313-8733-4bc5-ac70-5402adfce880",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.994Z",
+      "updated_at": "2024-10-18T11:16:24.593Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root9",
+      "name": "",
+      "region": "eu-north-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'eu':7C 'eu-north':6C 'iam':3A 'north':8C 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "78bd2a52-82f9-45df-90a9-4ad78254fdc4",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.055Z",
+      "updated_at": "2024-10-18T11:16:24.622Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root10",
+      "name": "",
+      "region": "ap-northeast-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-northeast':6C 'arn':1A 'aws':2A 'iam':3A 'northeast':8C 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "7973e332-795e-4a74-b4d4-a53a21c98c80",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.896Z",
+      "updated_at": "2024-10-18T11:16:24.542Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root11",
+      "name": "",
+      "region": "us-east-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'east':8C 'iam':3A 'other':11 'root':5A 'us':7C 'us-east':6C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "8ca0a188-5699-436e-80fd-e566edaeb259",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.938Z",
+      "updated_at": "2024-10-18T11:16:24.565Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root12",
+      "name": "",
+      "region": "ca-central-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'ca':7C 'ca-central':6C 'central':8C 'iam':3A 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "8fe4514f-71d7-46ab-b0dc-70cef23b4d13",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.965Z",
+      "updated_at": "2024-10-18T11:16:24.578Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root13",
+      "name": "",
+      "region": "eu-west-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'eu':7C 'eu-west':6C 'iam':3A 'other':11 'root':5A 'west':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "9ab35225-dc7c-4ebd-bbc0-d81fb5d9de77",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.909Z",
+      "updated_at": "2024-10-18T11:16:24.549Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root14",
+      "name": "",
+      "region": "ap-south-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-south':6C 'arn':1A 'aws':2A 'iam':3A 'other':11 'root':5A 'south':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "9be26c1d-adf0-4ba8-9ca9-c740f4a0dc4e",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.863Z",
+      "updated_at": "2024-10-18T11:16:24.524Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root15",
+      "name": "",
+      "region": "eu-central-2",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'2':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'central':8C 'eu':7C 'eu-central':6C 'iam':3A 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "ba108c01-bcad-44f1-b211-c1d8985da89d",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.110Z",
+      "updated_at": "2024-10-18T11:16:24.644Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root16",
+      "name": "",
+      "region": "ap-northeast-3",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'3':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-northeast':6C 'arn':1A 'aws':2A 'iam':3A 'northeast':8C 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "dc6cfb5d-6835-4c7b-9152-c18c734a6eaa",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.038Z",
+      "updated_at": "2024-10-18T11:16:24.615Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root17",
+      "name": "",
+      "region": "eu-central-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'central':8C 'eu':7C 'eu-central':6C 'iam':3A 'other':11 'root':5A"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "e0664164-cfda-44a4-b743-acee1c69386c",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.924Z",
+      "updated_at": "2024-10-18T11:16:24.557Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root18",
+      "name": "",
+      "region": "us-west-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'arn':1A 'aws':2A 'iam':3A 'other':11 'root':5A 'us':7C 'us-west':6C 'west':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "e1929daa-a984-4116-8131-492a48321dba",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:05.023Z",
+      "updated_at": "2024-10-18T11:16:24.607Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:iam::112233445566:root19",
+      "name": "",
+      "region": "ap-southeast-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9C '112233445566':4A 'accessanalyzer':10 'ap':7C 'ap-southeast':6C 'arn':1A 'aws':2A 'iam':3A 'other':11 'root':5A 'southeast':8C"
+    }
+  },
+  {
+    "model": "api.resource",
+    "pk": "e37bb1f1-1669-4bb3-be86-e3378ddfbcba",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:46:04.952Z",
+      "updated_at": "2024-10-18T11:16:24.571Z",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "uid": "arn:aws:access-analyzer:us-east-1:112233445566:analyzer/ConsoleAnalyzer-83b66ad7-d024-454e-b851-52d11cc1cf7c",
+      "name": "",
+      "region": "us-east-1",
+      "service": "accessanalyzer",
+      "type": "Other",
+      "text_search": "'1':9A,15C '112233445566':10A 'access':4A 'access-analyzer':3A 'accessanalyzer':16 'analyzer':5A 'analyzer/consoleanalyzer-83b66ad7-d024-454e-b851-52d11cc1cf7c':11A 'arn':1A 'aws':2A 'east':8A,14C 'other':17 'us':7A,13C 'us-east':6A,12C"
+    }
+  }
+]

api/src/backend/api/fixtures/dev/6_dev_rbac.json

@@ -0,0 +1,180 @@
+[
+  {
+    "model": "api.providergroup",
+    "pk": "3fe28fb8-e545-424c-9b8f-69aff638f430",
+    "fields": {
+      "name": "first_group",
+      "inserted_at": "2024-11-13T11:36:19.503Z",
+      "updated_at": "2024-11-13T11:36:19.503Z",
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362"
+    }
+  },
+  {
+    "model": "api.providergroup",
+    "pk": "525e91e7-f3f3-4254-bbc3-27ce1ade86b1",
+    "fields": {
+      "name": "second_group",
+      "inserted_at": "2024-11-13T11:36:25.421Z",
+      "updated_at": "2024-11-13T11:36:25.421Z",
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362"
+    }
+  },
+  {
+    "model": "api.providergroup",
+    "pk": "481769f5-db2b-447b-8b00-1dee18db90ec",
+    "fields": {
+      "name": "third_group",
+      "inserted_at": "2024-11-13T11:36:37.603Z",
+      "updated_at": "2024-11-13T11:36:37.603Z",
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362"
+    }
+  },
+  {
+    "model": "api.providergroupmembership",
+    "pk": "13625bd3-f428-4021-ac1b-b0bd41b6e02f",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2",
+      "provider_group": "3fe28fb8-e545-424c-9b8f-69aff638f430",
+      "inserted_at": "2024-11-13T11:55:17.138Z"
+    }
+  },
+  {
+    "model": "api.providergroupmembership",
+    "pk": "54784ebe-42d2-4937-aa6a-e21c62879567",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "provider_group": "3fe28fb8-e545-424c-9b8f-69aff638f430",
+      "inserted_at": "2024-11-13T11:55:17.138Z"
+    }
+  },
+  {
+    "model": "api.providergroupmembership",
+    "pk": "c8bd52d5-42a5-48fe-8e0a-3eef154b8ebe",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "provider_group": "525e91e7-f3f3-4254-bbc3-27ce1ade86b1",
+      "inserted_at": "2024-11-13T11:55:41.237Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "admin_test",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": true,
+      "manage_scans": true,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-11-20T15:32:42.402Z",
+      "updated_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "845ff03a-87ef-42ba-9786-6577c70c4df0",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "first_role",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": false,
+      "manage_scans": false,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-11-20T15:31:53.239Z",
+      "updated_at": "2024-11-20T15:31:53.239Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "902d726c-4bd5-413a-a2a4-f7b4754b6b20",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "third_role",
+      "manage_users": false,
+      "manage_account": false,
+      "manage_billing": false,
+      "manage_providers": false,
+      "manage_integrations": false,
+      "manage_scans": true,
+      "unlimited_visibility": false,
+      "inserted_at": "2024-11-20T15:34:05.440Z",
+      "updated_at": "2024-11-20T15:34:05.440Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "57fd024a-0a7f-49b4-a092-fa0979a07aaf",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "3fe28fb8-e545-424c-9b8f-69aff638f430",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "a3cd0099-1c13-4df1-a5e5-ecdfec561b35",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "481769f5-db2b-447b-8b00-1dee18db90ec",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "cfd84182-a058-40c2-af3c-0189b174940f",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "525e91e7-f3f3-4254-bbc3-27ce1ade86b1",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.userrolerelationship",
+    "pk": "92339663-e954-4fd8-98fb-8bfe15949975",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "user": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
+      "inserted_at": "2024-11-20T15:36:14.302Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "a5b6c7d8-9e0f-1234-5678-90abcdef1234",
+    "fields": {
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "name": "e2e_admin",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": true,
+      "manage_scans": true,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-01-01T00:00:00.000Z",
+      "updated_at": "2024-01-01T00:00:00.000Z"
+    }
+  },
+  {
+    "model": "api.userrolerelationship",
+    "pk": "f1e2d3c4-b5a6-9876-5432-10fedcba9876",
+    "fields": {
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "role": "a5b6c7d8-9e0f-1234-5678-90abcdef1234",
+      "user": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+      "inserted_at": "2024-01-01T00:00:00.000Z"
+    }
+  }
+]

api/src/backend/api/management/commands/check_and_fix_socialaccount_sites_migration.py

@@ -0,0 +1,80 @@
+from django.contrib.sites.models import Site
+from django.core.management.base import BaseCommand
+from django.db import DEFAULT_DB_ALIAS, connection, connections, transaction
+from django.db.migrations.recorder import MigrationRecorder
+
+
+def table_exists(table_name):
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+                SELECT EXISTS (
+                    SELECT 1 FROM information_schema.tables
+                    WHERE table_name = %s
+                )
+            """,
+            [table_name],
+        )
+        return cursor.fetchone()[0]
+
+
+class Command(BaseCommand):
+    help = "Fix migration inconsistency between socialaccount and sites"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--database",
+            default=DEFAULT_DB_ALIAS,
+            help="Specifies the database to operate on.",
+        )
+
+    def handle(self, *args, **options):
+        db = options["database"]
+        connection = connections[db]
+        recorder = MigrationRecorder(connection)
+
+        applied = set(recorder.applied_migrations())
+
+        has_social = ("socialaccount", "0001_initial") in applied
+
+        with connection.cursor() as cursor:
+            cursor.execute(
+                """
+                SELECT EXISTS (
+                    SELECT FROM information_schema.tables
+                    WHERE table_name = 'django_site'
+                );
+            """
+            )
+            site_table_exists = cursor.fetchone()[0]
+
+        if has_social and not site_table_exists:
+            self.stdout.write(
+                f"Detected inconsistency in '{db}'. Creating 'django_site' table manually..."
+            )
+
+            with transaction.atomic(using=db):
+                with connection.schema_editor() as schema_editor:
+                    schema_editor.create_model(Site)
+
+                recorder.record_applied("sites", "0001_initial")
+                recorder.record_applied("sites", "0002_alter_domain_unique")
+
+            self.stdout.write(
+                "Fixed: 'django_site' table created and migrations registered."
+            )
+
+            # Ensure the relationship table also exists
+            if not table_exists("socialaccount_socialapp_sites"):
+                self.stdout.write(
+                    "Detected missing 'socialaccount_socialapp_sites' table. Creating manually..."
+                )
+                with connection.schema_editor() as schema_editor:
+                    from allauth.socialaccount.models import SocialApp
+
+                    schema_editor.create_model(
+                        SocialApp._meta.get_field("sites").remote_field.through
+                    )
+                self.stdout.write(
+                    "Fixed: 'socialaccount_socialapp_sites' table created."
+                )

api/src/backend/api/management/commands/findings.py

@@ -0,0 +1,285 @@
+import random
+from datetime import datetime, timezone
+from math import ceil
+from uuid import uuid4
+
+from django.core.management.base import BaseCommand
+from tqdm import tqdm
+
+from api.db_utils import rls_transaction
+from api.models import (
+    Finding,
+    Provider,
+    Resource,
+    ResourceFindingMapping,
+    ResourceScanSummary,
+    Scan,
+    StatusChoices,
+)
+from prowler.lib.check.models import CheckMetadata
+
+
+class Command(BaseCommand):
+    help = "Populates the database with test data for performance testing."
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--tenant",
+            type=str,
+            required=True,
+            help="Tenant id for which the data will be populated.",
+        )
+        parser.add_argument(
+            "--resources",
+            type=int,
+            required=True,
+            help="The number of resources to create.",
+        )
+        parser.add_argument(
+            "--findings",
+            type=int,
+            required=True,
+            help="The number of findings to create.",
+        )
+        parser.add_argument(
+            "--batch", type=int, required=True, help="The batch size for bulk creation."
+        )
+        parser.add_argument(
+            "--alias",
+            type=str,
+            required=False,
+            help="Optional alias for the provider and scan",
+        )
+
+    def handle(self, *args, **options):
+        tenant_id = options["tenant"]
+        num_resources = options["resources"]
+        num_findings = options["findings"]
+        batch_size = options["batch"]
+        alias = options["alias"] or "Testing"
+        uid_token = str(uuid4())
+
+        self.stdout.write(self.style.NOTICE("Starting data population"))
+        self.stdout.write(self.style.NOTICE(f"\tTenant: {tenant_id}"))
+        self.stdout.write(self.style.NOTICE(f"\tAlias: {alias}"))
+        self.stdout.write(self.style.NOTICE(f"\tResources: {num_resources}"))
+        self.stdout.write(self.style.NOTICE(f"\tFindings: {num_findings}"))
+        self.stdout.write(self.style.NOTICE(f"\tBatch size: {batch_size}\n\n"))
+
+        # Resource metadata
+        possible_regions = [
+            "us-east-1",
+            "us-east-2",
+            "us-west-1",
+            "us-west-2",
+            "ca-central-1",
+            "eu-central-1",
+            "eu-west-1",
+            "eu-west-2",
+            "eu-west-3",
+            "ap-southeast-1",
+            "ap-southeast-2",
+            "ap-northeast-1",
+            "ap-northeast-2",
+            "ap-south-1",
+            "sa-east-1",
+        ]
+        possible_services = []
+        possible_types = []
+
+        bulk_check_metadata = CheckMetadata.get_bulk(provider="aws")
+        for check_metadata in bulk_check_metadata.values():
+            if check_metadata.ServiceName not in possible_services:
+                possible_services.append(check_metadata.ServiceName)
+            if (
+                check_metadata.ResourceType
+                and check_metadata.ResourceType not in possible_types
+            ):
+                possible_types.append(check_metadata.ResourceType)
+
+        with rls_transaction(tenant_id):
+            provider, _ = Provider.all_objects.get_or_create(
+                tenant_id=tenant_id,
+                provider="aws",
+                connected=True,
+                uid=str(random.randint(100000000000, 999999999999)),
+                defaults={
+                    "alias": alias,
+                },
+            )
+
+        with rls_transaction(tenant_id):
+            scan = Scan.all_objects.create(
+                tenant_id=tenant_id,
+                provider=provider,
+                name=alias,
+                trigger="manual",
+                state="executing",
+                progress=0,
+                started_at=datetime.now(timezone.utc),
+            )
+        scan_state = "completed"
+
+        try:
+            # Create resources
+            resources = []
+
+            for i in range(num_resources):
+                resources.append(
+                    Resource(
+                        tenant_id=tenant_id,
+                        provider_id=provider.id,
+                        uid=f"testing-{uid_token}-{i}",
+                        name=f"Testing {uid_token}-{i}",
+                        region=random.choice(possible_regions),
+                        service=random.choice(possible_services),
+                        type=random.choice(possible_types),
+                        inserted_at="2024-10-01T00:00:00Z",
+                    )
+                )
+
+            num_batches = ceil(len(resources) / batch_size)
+            self.stdout.write(self.style.WARNING("Creating resources..."))
+            for i in tqdm(range(0, len(resources), batch_size), total=num_batches):
+                with rls_transaction(tenant_id):
+                    Resource.all_objects.bulk_create(resources[i : i + batch_size])
+            self.stdout.write(self.style.SUCCESS("Resources created successfully.\n\n"))
+
+            with rls_transaction(tenant_id):
+                scan.progress = 33
+                scan.save()
+
+            # Create Findings
+            findings = []
+            possible_deltas = ["new", "changed", None]
+            possible_severities = ["critical", "high", "medium", "low"]
+            findings_resources_mapping = []
+
+            for i in range(num_findings):
+                severity = random.choice(possible_severities)
+                check_id = random.randint(1, 1000)
+                assigned_resource_num = random.randint(0, len(resources) - 1)
+                assigned_resource = resources[assigned_resource_num]
+                findings_resources_mapping.append(assigned_resource_num)
+
+                findings.append(
+                    Finding(
+                        tenant_id=tenant_id,
+                        scan=scan,
+                        uid=f"testing-{uid_token}-{i}",
+                        delta=random.choice(possible_deltas),
+                        check_id=f"check-{check_id}",
+                        status=random.choice(list(StatusChoices)),
+                        severity=severity,
+                        impact=severity,
+                        raw_result={},
+                        check_metadata={
+                            "checktitle": f"Test title for check {check_id}",
+                            "risk": f"Testing risk {uid_token}-{i}",
+                            "provider": "aws",
+                            "severity": severity,
+                            "categories": ["category1", "category2", "category3"],
+                            "description": "This is a random description that should not matter for testing purposes.",
+                            "servicename": assigned_resource.service,
+                            "resourcetype": assigned_resource.type,
+                        },
+                        resource_types=[assigned_resource.type],
+                        resource_regions=[assigned_resource.region],
+                        resource_services=[assigned_resource.service],
+                        inserted_at="2024-10-01T00:00:00Z",
+                    )
+                )
+
+            num_batches = ceil(len(findings) / batch_size)
+            self.stdout.write(self.style.WARNING("Creating findings..."))
+            for i in tqdm(range(0, len(findings), batch_size), total=num_batches):
+                with rls_transaction(tenant_id):
+                    Finding.all_objects.bulk_create(findings[i : i + batch_size])
+            self.stdout.write(self.style.SUCCESS("Findings created successfully.\n\n"))
+
+            with rls_transaction(tenant_id):
+                scan.progress = 66
+                scan.save()
+
+            # Create ResourceFindingMapping
+            mappings = []
+            scan_resource_cache: set[tuple] = set()
+            for index, finding_instance in enumerate(findings):
+                resource_instance = resources[findings_resources_mapping[index]]
+                mappings.append(
+                    ResourceFindingMapping(
+                        tenant_id=tenant_id,
+                        resource=resource_instance,
+                        finding=finding_instance,
+                    )
+                )
+                scan_resource_cache.add(
+                    (
+                        str(resource_instance.id),
+                        resource_instance.service,
+                        resource_instance.region,
+                        resource_instance.type,
+                    )
+                )
+
+            num_batches = ceil(len(mappings) / batch_size)
+            self.stdout.write(
+                self.style.WARNING("Creating resource-finding mappings...")
+            )
+            for i in tqdm(range(0, len(mappings), batch_size), total=num_batches):
+                with rls_transaction(tenant_id):
+                    ResourceFindingMapping.objects.bulk_create(
+                        mappings[i : i + batch_size]
+                    )
+            self.stdout.write(
+                self.style.SUCCESS(
+                    "Resource-finding mappings created successfully.\n\n"
+                )
+            )
+
+            with rls_transaction(tenant_id):
+                scan.progress = 99
+                scan.save()
+
+            self.stdout.write(self.style.WARNING("Creating finding filter values..."))
+            resource_scan_summaries = [
+                ResourceScanSummary(
+                    tenant_id=tenant_id,
+                    scan_id=str(scan.id),
+                    resource_id=resource_id,
+                    service=service,
+                    region=region,
+                    resource_type=resource_type,
+                )
+                for resource_id, service, region, resource_type in scan_resource_cache
+            ]
+            num_batches = ceil(len(resource_scan_summaries) / batch_size)
+            with rls_transaction(tenant_id):
+                for i in tqdm(
+                    range(0, len(resource_scan_summaries), batch_size),
+                    total=num_batches,
+                ):
+                    with rls_transaction(tenant_id):
+                        ResourceScanSummary.objects.bulk_create(
+                            resource_scan_summaries[i : i + batch_size],
+                            ignore_conflicts=True,
+                        )
+
+            self.stdout.write(
+                self.style.SUCCESS("Finding filter values created successfully.\n\n")
+            )
+        except Exception as e:
+            self.stdout.write(self.style.ERROR(f"Failed to populate test data: {e}"))
+            scan_state = "failed"
+        finally:
+            scan.completed_at = datetime.now(timezone.utc)
+            scan.duration = int(
+                (datetime.now(timezone.utc) - scan.started_at).total_seconds()
+            )
+            scan.progress = 100
+            scan.state = scan_state
+            scan.unique_resource_count = num_resources
+            with rls_transaction(tenant_id):
+                scan.save()
+
+        self.stdout.write(self.style.NOTICE("Successfully populated test data."))