perf(attack-paths): optimize getPathEdges with O(1) adjacency maps

Pre-build parent and children maps at the start of traversal for O(1)
lookups instead of O(n) array searches per traversal step. This improves
performance for large attack path graphs.

.env

@@ -10,13 +10,16 @@ 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
-# Temp URL for feeds need to use actual
-RSS_FEED_URL=https://prowler.com/blog/rss
 # 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"
@@ -29,6 +32,34 @@ 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
+
+# Neo4j auth
+NEO4J_HOST=neo4j
+NEO4J_PORT=7687
+NEO4J_USER=neo4j
+NEO4J_PASSWORD=neo4j_password
+# Neo4j settings
+NEO4J_DBMS_MAX__DATABASES=1000000
+NEO4J_SERVER_MEMORY_PAGECACHE_SIZE=1G
+NEO4J_SERVER_MEMORY_HEAP_INITIAL__SIZE=1G
+NEO4J_SERVER_MEMORY_HEAP_MAX__SIZE=1G
+NEO4J_POC_EXPORT_FILE_ENABLED=true
+NEO4J_APOC_IMPORT_FILE_ENABLED=true
+NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG=true
+NEO4J_PLUGINS=["apoc"]
+NEO4J_DBMS_SECURITY_PROCEDURES_ALLOWLIST=apoc.*
+NEO4J_DBMS_SECURITY_PROCEDURES_UNRESTRICTED=apoc.*
+NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS=0.0.0.0:7687
+# Neo4j Prowler settings
+NEO4J_INSERT_BATCH_SIZE=500
 
 # Celery-Prowler task settings
 TASK_RETRY_DELAY_SECONDS=0.1
@@ -85,44 +116,9 @@ 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="-----BEGIN PRIVATE KEY-----
-MIIEvQIBADANBgkqhkiG9w0BAQEFAASCBKcwggSjAgEAAoIBAQDs4e+kt7SnUJek
-6V5r9zMGzXCoU5qnChfPiqu+BgANyawz+MyVZPs6RCRfeo6tlCknPQtOziyXYM2I
-7X+qckmuzsjqp8+u+o1mw3VvUuJew5k2SQLPYwsiTzuFNVJEOgRo3hywGiGwS2iv
-/5nh2QAl7fq2qLqZEXQa5+/xJlQggS1CYxOJgggvLyra50QZlBvPve/AxKJ/EV/Q
-irWTZU5lLNI8sH2iZR05vQeBsxZ0dCnGMT+vGl+cGkqrvzQzKsYbDmabMcfTYhYi
-78fpv6A4uharJFHayypYBjE39PwhMyyeycrNXlpm1jpq+03HgmDuDMHydk1tNwuT
-nEC7m7iNAgMBAAECggEAA2m48nJcJbn9SVi8bclMwKkWmbJErOnyEGEy2sTK3Of+
-NWx9BB0FmqAPNxn0ss8K7cANKOhDD7ZLF9E2MO4/HgfoMKtUzHRbM7MWvtEepldi
-nnvcUMEgULD8Dk4HnqiIVjt3BdmGiTv46OpBnRWrkSBV56pUL+7msZmMZTjUZvh2
-ZWv0+I3gtDIjo2Zo/FiwDV7CfwRjJarRpYUj/0YyuSA4FuOUYl41WAX1I301FKMH
-xo3jiAYi1s7IneJ16OtPpOA34Wg5F6ebm/UO0uNe+iD4kCXKaZmxYQPh5tfB0Qa3
-qj1T7GNpFNyvtG7VVdauhkb8iu8X/wl6PCwbg0RCKQKBgQD9HfpnpH0lDlHMRw9K
-X7Vby/1fSYy1BQtlXFEIPTN/btJ/asGxLmAVwJ2HAPXWlrfSjVAH7CtVmzN7v8oj
-HeIHfeSgoWEu1syvnv2AMaYSo03UjFFlfc/GUxF7DUScRIhcJUPCP8jkAROz9nFv
-DByNjUL17Q9r43DmDiRsy0IFqQKBgQDvlJ9Uhl+Sp7gRgKYwa/IG0+I4AduAM+Gz
-Dxbm52QrMGMTjaJFLmLHBUZ/ot+pge7tZZGws8YR8ufpyMJbMqPjxhIvRRa/p1Tf
-E3TQPW93FMsHUvxAgY3MV5MzXFPhlNAKb+akP/RcXUhetGAuZKLubtDCWa55ZQuL
-wj2OS+niRQKBgE7K8zUqNi6/22S8xhy/2GPgB1qPObbsABUofK0U6CAGLo6te+gc
-6Jo84IyzFtQbDNQFW2Fr+j1m18rw9AqkdcUhQndiZS9AfG07D+zFB86LeWHt4DS4
-ymIRX8Kvaak/iDcu/n3Mf0vCrhB6aetImObTj4GgrwlFvtJOmrYnO8EpAoGAIXXP
-Xt25gWD9OyyNiVu6HKwA/zN7NYeJcRmdaDhO7B1A6R0x2Zml4AfjlbXoqOLlvLAf
-zd79vcoAC82nH1eOPiSOq51plPDI0LMF8IN0CtyTkn1Lj7LIXA6rF1RAvtOqzppc
-SvpHpZK9pcRpXnFdtBE0BMDDtl6fYzCIqlP94UUCgYEAnhXbAQMF7LQifEm34Dx8
-BizRMOKcqJGPvbO2+Iyt50O5X6onU2ITzSV1QHtOvAazu+B1aG9pEuBFDQ+ASxEu
-L9ruJElkOkb/o45TSF6KCsHd55ReTZ8AqnRjf5R+lyzPqTZCXXb8KTcRvWT4zQa3
-VxyT2PnaSqEcexWUy4+UXoQ=
------END PRIVATE KEY-----"
+DJANGO_TOKEN_SIGNING_KEY=""
 # openssl rsa -in private.pem -pubout -out public.pem
-DJANGO_TOKEN_VERIFYING_KEY="-----BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA7OHvpLe0p1CXpOlea/cz
-Bs1wqFOapwoXz4qrvgYADcmsM/jMlWT7OkQkX3qOrZQpJz0LTs4sl2DNiO1/qnJJ
-rs7I6qfPrvqNZsN1b1LiXsOZNkkCz2MLIk87hTVSRDoEaN4csBohsEtor/+Z4dkA
-Je36tqi6mRF0Gufv8SZUIIEtQmMTiYIILy8q2udEGZQbz73vwMSifxFf0Iq1k2VO
-ZSzSPLB9omUdOb0HgbMWdHQpxjE/rxpfnBpKq780MyrGGw5mmzHH02IWIu/H6b+g
-OLoWqyRR2ssqWAYxN/T8ITMsnsnKzV5aZtY6avtNx4Jg7gzB8nZNbTcLk5xAu5u4
-jQIDAQAB
------END PUBLIC KEY-----"
+DJANGO_TOKEN_VERIFYING_KEY=""
 # openssl rand -base64 32
 DJANGO_SECRETS_ENCRYPTION_KEY="oE/ltOhp/n1TdbHjVmzcjDPLcLA41CVI/4Rk+UB5ESc="
 DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
@@ -132,9 +128,10 @@ 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=v5.10.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.12.2
 
 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
@@ -153,3 +150,12 @@ 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

@@ -1,6 +1,28 @@
+# SDK
 /* @prowler-cloud/sdk
-/.github/ @prowler-cloud/sdk
-prowler @prowler-cloud/sdk @prowler-cloud/detection-and-remediation
-tests @prowler-cloud/sdk @prowler-cloud/detection-and-remediation
-api @prowler-cloud/api
-ui @prowler-cloud/ui
+/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.yml

@@ -3,6 +3,41 @@ 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:
@@ -78,6 +113,15 @@ body:
         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:

.github/ISSUE_TEMPLATE/config.yml

@@ -1 +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

@@ -3,6 +3,42 @@ 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:
@@ -19,6 +55,14 @@ body:
       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:

.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 }}
+        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

@@ -1,3 +1,12 @@
-name: "API - CodeQL Config"
+name: 'API: CodeQL Config'
 paths:
-  - "api/"
+  - 'api/'
+
+paths-ignore:
+  - 'api/tests/**'
+  - 'api/**/__pycache__/**'
+  - 'api/**/migrations/**'
+  - 'api/**/*.md'
+
+queries:
+  - uses: security-and-quality

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

@@ -1,4 +1,18 @@
-name: "SDK - CodeQL Config"
+name: 'SDK: CodeQL Config'
+paths:
+  - 'prowler/'
+
 paths-ignore:
-  - "api/"
-  - "ui/"
+  - 'api/'
+  - 'ui/'
+  - 'dashboard/'
+  - 'mcp_server/'
+  - 'tests/**'
+  - 'util/**'
+  - 'contrib/**'
+  - 'examples/**'
+  - 'prowler/**/__pycache__/**'
+  - 'prowler/**/*.md'
+
+queries:
+  - uses: security-and-quality

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

@@ -1,3 +1,17 @@
-name: "UI - CodeQL Config"
+name: 'UI: CodeQL Config'
 paths:
-  - "ui/"
+  - '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/labeler.yml

@@ -42,6 +42,11 @@ provider/mongodbatlas:
       - 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/*"
@@ -110,6 +115,10 @@ 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/**"
@@ -119,3 +128,7 @@ 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

@@ -22,6 +22,13 @@ Please add a detailed description of how to review this PR.
 - [ ] 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.).

.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 +1,17 @@
+{
+  "channel": "${{ env.SLACK_CHANNEL_ID }}",
+  "attachments": [
+    {
+      "color": "${{ 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-build-lint-push-containers.yml

@@ -1,115 +0,0 @@
-name: API - Build and Push containers
-
-on:
-  push:
-    branches:
-      - "master"
-    paths:
-      - "api/**"
-      - "prowler/**"
-      - ".github/workflows/api-build-lint-push-containers.yml"
-
-  # Uncomment the code below to test this action on PRs
-  # pull_request:
-  #   branches:
-  #     - "master"
-  #   paths:
-  #     - "api/**"
-  #     - ".github/workflows/api-build-lint-push-containers.yml"
-
-  release:
-    types: [published]
-
-env:
-  # Tags
-  LATEST_TAG: latest
-  RELEASE_TAG: ${{ github.event.release.tag_name }}
-  STABLE_TAG: stable
-
-  WORKING_DIRECTORY: ./api
-
-  # Container Registries
-  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
-  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-api
-
-jobs:
-  repository-check:
-    name: Repository check
-    runs-on: ubuntu-latest
-    outputs:
-      is_repo: ${{ steps.repository_check.outputs.is_repo }}
-    steps:
-      - name: Repository check
-        id: repository_check
-        working-directory: /tmp
-        run: |
-          if [[ ${{ github.repository }} == "prowler-cloud/prowler" ]]
-          then
-            echo "is_repo=true" >> "${GITHUB_OUTPUT}"
-          else
-            echo "This action only runs for prowler-cloud/prowler"
-            echo "is_repo=false" >> "${GITHUB_OUTPUT}"
-          fi
-
-  # Build Prowler OSS container
-  container-build-push:
-    needs: repository-check
-    if: needs.repository-check.outputs.is_repo == 'true'
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ${{ env.WORKING_DIRECTORY }}
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Set short git commit SHA
-        id: vars
-        run: |
-          shortSha=$(git rev-parse --short ${{ github.sha }})
-          echo "SHORT_SHA=${shortSha}" >> $GITHUB_ENV
-
-      - 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: Build and push container image (latest)
-        # Comment the following line for testing
-        if: github.event_name == 'push'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.WORKING_DIRECTORY }}
-          # Set push: false for testing
-          push: true
-          tags: |
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.SHORT_SHA }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Build and push container image (release)
-        if: github.event_name == 'release'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.WORKING_DIRECTORY }}
-          push: true
-          tags: |
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.RELEASE_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Trigger deployment
-        if: github.event_name == 'push'
-        uses: peter-evans/repository-dispatch@ff45666b9427631e3450c54a1bcbee4d9ff4d7c0 # v3.0.0
-        with:
-          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          repository: ${{ secrets.CLOUD_DISPATCH }}
-          event-type: prowler-api-deploy
-          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ env.SHORT_SHA }}"}'

.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

@@ -1,36 +1,34 @@
-# For most projects, this workflow file will not need changing; you simply need
-# to commit it to your repository.
-#
-# You may wish to alter this file to override the set of languages analyzed,
-# or to provide custom queries or build logic.
-#
-# ******** NOTE ********
-# We have attempted to detect the languages in your repository. Please check
-# the `language` matrix defined below to confirm you have the correct set of
-# supported CodeQL languages.
-#
-name: API - CodeQL
+name: 'API: CodeQL'
 
 on:
   push:
     branches:
-      - "master"
-      - "v5.*"
+      - 'master'
+      - 'v5.*'
     paths:
-      - "api/**"
+      - 'api/**'
+      - '.github/workflows/api-codeql.yml'
+      - '.github/codeql/api-codeql-config.yml'
   pull_request:
     branches:
-      - "master"
-      - "v5.*"
+      - 'master'
+      - 'v5.*'
     paths:
-      - "api/**"
+      - '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:
-  analyze:
-    name: Analyze
+  api-analyze:
+    name: CodeQL Security Analysis
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     permissions:
       actions: read
       contents: read
@@ -39,21 +37,20 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        language: [ 'python' ]
-        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+        language:
+          - 'python'
 
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
-    # Initializes the CodeQL tools for scanning.
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
-      with:
-        languages: ${{ matrix.language }}
-        config-file: ./.github/codeql/api-codeql-config.yml
+      - 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@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
-      with:
-        category: "/language:${{matrix.language}}"
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          category: '/language:${{ matrix.language }}'

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

@@ -0,0 +1,184 @@
+name: 'API: Container Build and Push'
+
+on:
+  push:
+    branches:
+      - 'attack-paths-demo'
+    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: attack-paths-demo
+  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
+
+  container-build-push:
+    needs: setup
+    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: Notify container push started
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        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"
+
+      - 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 }}
+
+      - name: Notify container push completed
+        if: (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && always()
+        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-completed.json"
+          step-outcome: ${{ steps.container-push.outcome }}
+
+  # 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"
+
+  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 +1,89 @@
+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:
+    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:
+    runs-on: ubuntu-latest
+    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
+        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
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Scan container with Trivy
+        if: github.repository == 'prowler-cloud/prowler' && steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/api-pull-request.yml

@@ -1,239 +0,0 @@
-name: API - Pull Request
-
-on:
-  push:
-    branches:
-      - "master"
-      - "v5.*"
-    paths:
-      - ".github/workflows/api-pull-request.yml"
-      - "api/**"
-  pull_request:
-    branches:
-      - "master"
-      - "v5.*"
-    paths:
-      - ".github/workflows/api-pull-request.yml"
-      - "api/**"
-
-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
-  IMAGE_NAME: prowler-api
-  IGNORE_FILES: |
-    api/docs/**
-    api/README.md
-    api/CHANGELOG.md
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.12"]
-
-    # Service containers to run with `test`
-    services:
-      # Label used to access the service container
-      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 }}
-        # Set health checks to wait until postgres has started
-        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 }}
-        # Set health checks to wait until postgres has started
-        ports:
-          - 6379:6379
-        options: >-
-          --health-cmd "valkey-cli ping"
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Test if changes are in not ignored paths
-        id: are-non-ignored-files-changed
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            api/**
-            .github/workflows/api-pull-request.yml
-          files_ignore: ${{ env.IGNORE_FILES }}
-
-      - name: Replace @master with current branch in pyproject.toml
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          BRANCH_NAME="${GITHUB_HEAD_REF:-${GITHUB_REF_NAME}}"
-          echo "Using branch: $BRANCH_NAME"
-          sed -i "s|@master|@$BRANCH_NAME|g" pyproject.toml
-
-      - name: Install poetry
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          python -m pip install --upgrade pip
-          pipx install poetry==2.1.1
-
-      - name: Update poetry.lock after the branch name change
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry lock
-
-      - name: Update SDK's poetry.lock resolved_reference to latest commit - Only for push events to `master`
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true' && github.event_name == 'push'
-        run: |
-          # Get the latest commit hash from the prowler-cloud/prowler repository
-          LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
-          echo "Latest commit hash: $LATEST_COMMIT"
-
-          # Update the resolved_reference specifically for prowler-cloud/prowler repository
-          sed -i '/url = "https:\/\/github\.com\/prowler-cloud\/prowler\.git"/,/resolved_reference = / {
-            s/resolved_reference = "[a-f0-9]\{40\}"/resolved_reference = "'"$LATEST_COMMIT"'"/
-          }' poetry.lock
-
-          # Verify the change was made
-          echo "Updated resolved_reference:"
-          grep -A2 -B2 "resolved_reference" poetry.lock
-
-      - name: Set up Python ${{ matrix.python-version }}
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: ${{ matrix.python-version }}
-          cache: "poetry"
-
-      - name: Install system dependencies for xmlsec
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libxml2-dev libxmlsec1-dev libxmlsec1-openssl pkg-config
-
-      - name: Install dependencies
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry install --no-root
-          poetry run pip list
-          VERSION=$(curl --silent "https://api.github.com/repos/hadolint/hadolint/releases/latest" | \
-            grep '"tag_name":' | \
-            sed -E 's/.*"v([^"]+)".*/\1/' \
-            ) && curl -L -o /tmp/hadolint "https://github.com/hadolint/hadolint/releases/download/v${VERSION}/hadolint-Linux-x86_64" \
-            && chmod +x /tmp/hadolint
-
-      - name: Poetry check
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry check --lock
-
-      - name: Lint with ruff
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run ruff check . --exclude contrib
-
-      - name: Check Format with ruff
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run ruff format --check . --exclude contrib
-
-      - name: Lint with pylint
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run pylint --disable=W,C,R,E -j 0 -rn -sn src/
-
-      - name: Bandit
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run bandit -q -lll -x '*_test.py,./contrib/' -r .
-
-      - name: Safety
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.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
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run vulture --exclude "contrib,tests,conftest.py" --min-confidence 100 .
-
-      - name: Hadolint
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          /tmp/hadolint Dockerfile --ignore=DL3013
-
-      - name: Test with pytest
-        working-directory: ./api
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest --cov=./src/backend --cov-report=xml src/backend
-
-      - name: Upload coverage reports to Codecov
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@18283e04ce6e62d37312384ff67231eb8fd56d24 # v5.4.3
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-        with:
-          flags: api
-  test-container-build:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Test if changes are in not ignored paths
-        id: are-non-ignored-files-changed
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: api/**
-          files_ignore: ${{ env.IGNORE_FILES }}
-      - name: Set up Docker Buildx
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
-      - name: Build Container
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.API_WORKING_DIR }}
-          push: false
-          tags: ${{ env.IMAGE_NAME }}:latest
-          outputs: type=docker
-          cache-from: type=gha
-          cache-to: type=gha,mode=max

.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

@@ -1,28 +1,33 @@
-name: Prowler - Automatic Backport
+name: 'Tools: Backport'
 
 on:
   pull_request_target:
-    branches: ['master']
-    types: ['labeled', 'closed']
+    branches:
+      - 'master'
+    types:
+      - 'labeled'
+      - 'closed'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: false
 
 env:
-  # The prefix of the label that triggers the backport must not contain the branch name
-  # so, for example, if the branch is 'master', the label should be 'backport-to-<branch>'
   BACKPORT_LABEL_PREFIX: backport-to-
   BACKPORT_LABEL_IGNORE: was-backported
 
 jobs:
   backport:
-    name: Backport PR
     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:
-      id-token: write
-      pull-requests: write
       contents: write
+      pull-requests: write
+
     steps:
       - name: Check labels
-        id: preview_label_check
+        id: label_check
         uses: agilepathway/label-checker@c3d16ad512e7cea5961df85ff2486bb774caf3c5 # v1.6.65
         with:
           allow_failure: true
@@ -31,17 +36,17 @@ jobs:
           none_of: ${{ env.BACKPORT_LABEL_IGNORE }}
           repo_token: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Backport Action
-        if: steps.preview_label_check.outputs.label_check == 'success'
-        uses: sorenlouv/backport-github-action@ad888e978060bc1b2798690dd9d03c4036560947 # v9.5.1
+      - 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: Info log
-        if: ${{ success() && steps.preview_label_check.outputs.label_check == 'success' }}
+      - name: Display backport info log
+        if: success() && steps.label_check.outputs.label_check == 'success'
         run: cat ~/.backport/backport.info.log
 
-      - name: Debug log
-        if: ${{ failure() && steps.preview_label_check.outputs.label_check == 'success' }}
+      - name: Display backport debug log
+        if: failure() && steps.label_check.outputs.label_check == 'success'
         run: cat ~/.backport/backport.debug.log

.github/workflows/build-documentation-on-pr.yml

@@ -1,36 +0,0 @@
-name: Prowler - Pull Request Documentation Link
-
-on:
-  pull_request:
-    branches:
-      - 'master'
-      - 'v3'
-    paths:
-      - 'docs/**'
-      - '.github/workflows/build-documentation-on-pr.yml'
-
-env:
-  PR_NUMBER: ${{ github.event.pull_request.number }}
-
-jobs:
-  documentation-link:
-    name: Documentation Link
-    runs-on: ubuntu-latest
-    steps:
-      - name: Find existing documentation comment
-        uses: peter-evans/find-comment@3eae4d37986fb5a8592848f6a574fdf654e61f9e # v3.1.0
-        id: find-comment
-        with:
-          issue-number: ${{ env.PR_NUMBER }}
-          comment-author: 'github-actions[bot]'
-          body-includes: '<!-- prowler-docs-link -->'
-
-      - name: Create or update PR comment with the Prowler Documentation URI
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ steps.find-comment.outputs.comment-id }}
-          issue-number: ${{ env.PR_NUMBER }}
-          body: |
-            <!-- prowler-docs-link -->
-            You can check the documentation for this PR here -> [Prowler Documentation](https://prowler-prowler-docs--${{ env.PR_NUMBER }}.com.readthedocs.build/projects/prowler-open-source/en/${{ env.PR_NUMBER }}/)
-          edit-mode: replace

.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

@@ -1,23 +1,31 @@
-name: Prowler - Conventional Commit
+name: 'Tools: Conventional Commit'
 
 on:
   pull_request:
-    types:
-      - "opened"
-      - "edited"
-      - "synchronize"
     branches:
-      - "master"
-      - "v3"
-      - "v4.*"
-      - "v5.*"
+      - '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: conventional-commit-check
-        id: conventional-commit-check
-        uses: agenthunt/conventional-commit-checker-action@9e552d650d0e205553ec7792d447929fc78e012b # v2.0.0
+      - name: Check PR title format
+        uses: agenthunt/conventional-commit-checker-action@f1823f632e95a64547566dcd2c7da920e67117ad # v2.0.1
         with:
-            pr-title-regex: '^([^\s(]+)(?:\(([^)]+)\))?: (.+)'
+          pr-title-regex: '^(feat|fix|docs|style|refactor|perf|test|chore|build|ci|revert)(\([^)]+\))?!?: .+'

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

@@ -1,67 +1,70 @@
-name: Prowler - Create Backport Label
+name: 'Tools: Backport Label'
 
 on:
   release:
-    types: [published]
+    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:
+  create-label:
     runs-on: ubuntu-latest
+    timeout-minutes: 15
     permissions:
-      contents: write
+      contents: read
       issues: write
+
     steps:
-      - name: Create backport label
+      - name: Create backport label for minor releases
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          RELEASE_TAG: ${{ github.event.release.tag_name }}
-          OWNER_REPO: ${{ github.repository }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          VERSION_ONLY=${RELEASE_TAG#v} # Remove 'v' prefix if present (e.g., v3.2.0 -> 3.2.0)
+          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 ${VERSION_ONLY}) is a minor version. Proceeding to create backport label."
+          if [[ "$VERSION_ONLY" =~ ^([0-9]+)\.([0-9]+)\.0$ ]]; then
+            echo "Release $RELEASE_TAG (version $VERSION_ONLY) is a minor version. Proceeding to create backport label."
 
-            TWO_DIGIT_VERSION=${VERSION_ONLY%.0} # Extract X.Y from X.Y.0 (e.g., 5.6 from 5.6.0)
+            # Extract X.Y from X.Y.0 (e.g., 5.6 from 5.6.0)
+            MAJOR="${BASH_REMATCH[1]}"
+            MINOR="${BASH_REMATCH[2]}"
+            TWO_DIGIT_VERSION="${MAJOR}.${MINOR}"
 
-            FINAL_LABEL_NAME="backport-to-v${TWO_DIGIT_VERSION}"
-            FINAL_DESCRIPTION="Backport PR to the v${TWO_DIGIT_VERSION} branch"
+            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 "Effective label name will be: ${FINAL_LABEL_NAME}"
-            echo "Effective description will be: ${FINAL_DESCRIPTION}"
+            echo "Label name: $LABEL_NAME"
+            echo "Label description: $LABEL_DESC"
 
-            # Check if the label already exists
-            STATUS_CODE=$(curl -s -o /dev/null -w "%{http_code}" -H "Authorization: token ${GITHUB_TOKEN}" "https://api.github.com/repos/${OWNER_REPO}/labels/${FINAL_LABEL_NAME}")
-
-            if [ "${STATUS_CODE}" -eq 200 ]; then
-              echo "Label '${FINAL_LABEL_NAME}' already exists."
-            elif [ "${STATUS_CODE}" -eq 404 ]; then
-              echo "Label '${FINAL_LABEL_NAME}' does not exist. Creating it..."
-              # Prepare JSON data payload
-              JSON_DATA=$(printf '{"name":"%s","description":"%s","color":"B60205"}' "${FINAL_LABEL_NAME}" "${FINAL_DESCRIPTION}")
-
-              CREATE_STATUS_CODE=$(curl -s -o /tmp/curl_create_response.json -w "%{http_code}" -X POST \
-              -H "Accept: application/vnd.github.v3+json" \
-              -H "Authorization: token ${GITHUB_TOKEN}" \
-              --data "${JSON_DATA}" \
-              "https://api.github.com/repos/${OWNER_REPO}/labels")
-
-              CREATE_RESPONSE_BODY=$(cat /tmp/curl_create_response.json)
-              rm -f /tmp/curl_create_response.json
-
-              if [ "$CREATE_STATUS_CODE" -eq 201 ]; then
-                echo "Label '${FINAL_LABEL_NAME}' created successfully."
-              else
-                echo "Error creating label '${FINAL_LABEL_NAME}'. Status: $CREATE_STATUS_CODE"
-                echo "Response: $CREATE_RESPONSE_BODY"
-                exit 1
-              fi
+            # Check if label already exists
+            if gh label list --repo ${{ github.repository }} --limit 1000 | grep -q "^${LABEL_NAME}[[:space:]]"; then
+              echo "Label '$LABEL_NAME' already exists."
             else
-              echo "Error checking for label '${FINAL_LABEL_NAME}'. HTTP Status: ${STATUS_CODE}"
-              exit 1
+              echo "Label '$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."
-            exit 0
+            echo "Release $RELEASE_TAG (version $VERSION_ONLY) is not a minor version. Skipping backport label creation."
           fi

.github/workflows/find-secrets.yml

@@ -1,19 +1,33 @@
-name: Prowler - Find secrets
+name: 'Tools: TruffleHog'
 
-on: pull_request
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
 
 jobs:
-  trufflehog:
+  scan-secrets:
     runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+
     steps:
-      - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           fetch-depth: 0
-      - name: TruffleHog OSS
-        uses: trufflesecurity/trufflehog@a05cf0859455b5b16317ee22d809887a4043cdf0 # v3.90.2
+
+      - name: Scan for secrets with TruffleHog
+        uses: trufflesecurity/trufflehog@b84c3d14d189e16da175e2c27fa8136603783ffc # v3.90.12
         with:
-          path: ./
-          base: ${{ github.event.repository.default_branch }}
-          head: HEAD
-          extra_args: --only-verified
+          extra_args: '--results=verified,unknown'

.github/workflows/labeler.yml

@@ -1,17 +1,92 @@
-name: Prowler - PR Labeler
+name: 'Tools: PR Labeler'
 
 on:
-    pull_request_target:
-      branches:
-        - "master"
-        - "v3"
-        - "v4.*"
+  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
-    runs-on: ubuntu-latest
+
     steps:
-    - uses: actions/labeler@8558fd74291d67161a8a78ce36a881fa63b766a9 # v5.0.0
+      - 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 +1,190 @@
+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
+
+  container-build-push:
+    needs: setup
+    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: Notify container push started
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        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"
+
+      - 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 }}
+
+      - name: Notify container push completed
+        if: (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && always()
+        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-completed.json"
+          step-outcome: ${{ steps.container-push.outcome }}
+
+  # 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"
+
+  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 +1,87 @@
+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:
+    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:
+    runs-on: ubuntu-latest
+    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
+        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
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Scan MCP container with Trivy
+        if: github.repository == 'prowler-cloud/prowler' && steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}
+          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

@@ -1,40 +1,40 @@
-name: Prowler - PR Conflict Checker
+name: 'Tools: PR Conflict Checker'
 
 on:
-  pull_request:
-    types:
-      - opened
-      - synchronize
-      - reopened
-    branches:
-      - "master"
-      - "v5.*"
   pull_request_target:
     types:
-      - opened
-      - synchronize
-      - reopened
+      - 'opened'
+      - 'synchronize'
+      - 'reopened'
     branches:
-      - "master"
-      - "v5.*"
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
 
 jobs:
-  conflict-checker:
+  check-conflicts:
     runs-on: ubuntu-latest
+    timeout-minutes: 15
     permissions:
       contents: read
       pull-requests: write
+      issues: write
 
     steps:
-      - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - 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@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
         with:
-          files: |
-            **
+          files: '**'
 
       - name: Check for conflict markers
         id: conflict-check
@@ -49,10 +49,10 @@ jobs:
             if [ -f "$file" ]; then
               echo "Checking file: $file"
 
-              # Look for conflict markers
-              if grep -l "^<<<<<<<\|^=======\|^>>>>>>>" "$file" 2>/dev/null; then
+              # Look for conflict markers (more precise regex)
+              if grep -qE '^(<<<<<<<|=======|>>>>>>>)' "$file" 2>/dev/null; then
                 echo "Conflict markers found in: $file"
-                CONFLICT_FILES="$CONFLICT_FILES$file "
+                CONFLICT_FILES="${CONFLICT_FILES}- \`${file}\`"$'\n'
                 HAS_CONFLICTS=true
               fi
             fi
@@ -60,108 +60,64 @@ jobs:
 
           if [ "$HAS_CONFLICTS" = true ]; then
             echo "has_conflicts=true" >> $GITHUB_OUTPUT
-            echo "conflict_files=$CONFLICT_FILES" >> $GITHUB_OUTPUT
-            echo "Conflict markers detected in files: $CONFLICT_FILES"
+            {
+              echo "conflict_files<<EOF"
+              echo "$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: Add conflict label
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
-        uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
-        with:
-          github-token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          script: |
-            const { data: labels } = await github.rest.issues.listLabelsOnIssue({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: context.issue.number,
-            });
+      - 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"
 
-            const hasConflictLabel = labels.some(label => 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
 
-            if (!hasConflictLabel) {
-              await github.rest.issues.addLabels({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: context.issue.number,
-                labels: ['has-conflicts']
-              });
-              console.log('Added has-conflicts label');
-            } else {
-              console.log('has-conflicts label already exists');
-            }
-
-      - name: Remove conflict label
-        if: steps.conflict-check.outputs.has_conflicts == 'false'
-        uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
-        with:
-          github-token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          script: |
-            try {
-              await github.rest.issues.removeLabel({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: context.issue.number,
-                name: 'has-conflicts'
-              });
-              console.log('Removed has-conflicts label');
-            } catch (error) {
-              if (error.status === 404) {
-                console.log('has-conflicts label was not present');
-              } else {
-                throw error;
-              }
-            }
-
-      - name: Find existing conflict comment
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
-        uses: peter-evans/find-comment@3eae4d37986fb5a8592848f6a574fdf654e61f9e # v3.1.0
+      - 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-regex: '(⚠️ \*\*Conflict Markers Detected\*\*|✅ \*\*Conflict Markers Resolved\*\*)'
+          body-includes: '<!-- conflict-checker-comment -->'
 
-      - name: Create or update conflict comment
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
+      - 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 Markers Detected**
+            <!-- conflict-checker-comment -->
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && '⚠️ **Conflict Markers Detected**' || '✅ **Conflict Markers Resolved**' }}
 
-            This pull request contains unresolved conflict markers in the following files:
-            ```
-            ${{ steps.conflict-check.outputs.conflict_files }}
-            ```
+            ${{ 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
+            4. Committing and pushing the changes', steps.conflict-check.outputs.conflict_files) || 'All conflict markers have been successfully resolved in this pull request.' }}
 
-      - name: Find existing conflict comment when resolved
-        if: steps.conflict-check.outputs.has_conflicts == 'false'
-        uses: peter-evans/find-comment@3eae4d37986fb5a8592848f6a574fdf654e61f9e # v3.1.0
-        id: find-resolved-comment
-        with:
-          issue-number: ${{ github.event.pull_request.number }}
-          comment-author: 'github-actions[bot]'
-          body-regex: '(⚠️ \*\*Conflict Markers Detected\*\*|✅ \*\*Conflict Markers Resolved\*\*)'
-
-      - name: Update comment when conflicts resolved
-        if: steps.conflict-check.outputs.has_conflicts == 'false' && steps.find-resolved-comment.outputs.comment-id != ''
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ steps.find-resolved-comment.outputs.comment-id }}
-          issue-number: ${{ github.event.pull_request.number }}
-          edit-mode: replace
-          body: |
-            ✅ **Conflict Markers Resolved**
-
-            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

@@ -1,28 +1,32 @@
-name: Prowler - Merged Pull Request
+name: 'Tools: PR Merged'
 
 on:
   pull_request_target:
-    branches: ['master']
-    types: ['closed']
+    branches:
+      - 'master'
+    types:
+      - 'closed'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: false
 
 jobs:
   trigger-cloud-pull-request:
-    name: 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:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          ref: ${{ github.event.pull_request.merge_commit_sha }}
-
-      - name: Set short git commit SHA
+      - name: Calculate short commit SHA
         id: vars
         run: |
-          shortSha=$(git rev-parse --short ${{ github.event.pull_request.merge_commit_sha }})
-          echo "SHORT_SHA=${shortSha}" >> $GITHUB_ENV
+          SHORT_SHA="${{ github.event.pull_request.merge_commit_sha }}"
+          echo "SHORT_SHA=${SHORT_SHA::7}" >> $GITHUB_ENV
 
-      - name: Trigger pull request
-        uses: peter-evans/repository-dispatch@ff45666b9427631e3450c54a1bcbee4d9ff4d7c0 # v3.0.0
+      - name: Trigger Cloud repository pull request
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
         with:
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
           repository: ${{ secrets.CLOUD_DISPATCH }}
@@ -31,8 +35,12 @@ jobs:
             {
               "PROWLER_COMMIT_SHA": "${{ 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_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

@@ -1,6 +1,6 @@
-name: Prowler - Release Preparation
+name: 'Tools: Prepare Release'
 
-run-name: Prowler Release Preparation for ${{ inputs.prowler_version }}
+run-name: 'Prepare Release for Prowler ${{ inputs.prowler_version }}'
 
 on:
   workflow_dispatch:
@@ -10,37 +10,42 @@ on:
         required: true
         type: string
 
+concurrency:
+  group: ${{ github.workflow }}-${{ inputs.prowler_version }}
+  cancel-in-progress: false
+
 env:
-  PROWLER_VERSION: ${{ github.event.inputs.prowler_version }}
+  PROWLER_VERSION: ${{ inputs.prowler_version }}
 
 jobs:
   prepare-release:
-    if: github.repository == 'prowler-cloud/prowler'
+    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 code
-      uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+    - 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@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
       with:
         python-version: '3.12'
 
     - name: Install Poetry
       run: |
-        python3 -m pip install --user poetry
+        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"
+        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: |
@@ -59,29 +64,17 @@ jobs:
           BRANCH_NAME="v${MAJOR_VERSION}.${MINOR_VERSION}"
           echo "BRANCH_NAME=${BRANCH_NAME}" >> "${GITHUB_ENV}"
 
-          # Calculate UI version (1.X.X format - matches Prowler minor version)
-          UI_VERSION="1.${MINOR_VERSION}.${PATCH_VERSION}"
-          echo "UI_VERSION=${UI_VERSION}" >> "${GITHUB_ENV}"
-
-          # Calculate API version (1.X.X format - one minor version ahead)
-          API_MINOR_VERSION=$((MINOR_VERSION + 1))
-          API_VERSION="1.${API_MINOR_VERSION}.${PATCH_VERSION}"
-          echo "API_VERSION=${API_VERSION}" >> "${GITHUB_ENV}"
-
           echo "Prowler version: $PROWLER_VERSION"
           echo "Branch name: $BRANCH_NAME"
-          echo "UI version: $UI_VERSION"
-          echo "API version: $API_VERSION"
           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 existing branch for patch release
-      if: ${{ env.PATCH_VERSION != '0' }}
+    - name: Checkout release branch
       run: |
-        echo "Patch release detected, checking out existing branch $BRANCH_NAME..."
+        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"
@@ -89,139 +82,66 @@ jobs:
           echo "Branch $BRANCH_NAME exists remotely, checking out..."
           git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"
         else
-          echo "ERROR: Branch $BRANCH_NAME should exist for patch release $PROWLER_VERSION"
+          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: Verify version in pyproject.toml
+    - name: Read changelog versions from release branch
       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"
+        # Function to extract the latest version from changelog
+        extract_latest_version() {
+          local changelog_file="$1"
+          if [ -f "$changelog_file" ]; then
+            # Extract the first version entry (most recent) from changelog
+            # Format: ## [version] (1.2.3) or ## [vversion] (v1.2.3)
+            local version=$(grep -m 1 '^## \[' "$changelog_file" | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
+            echo "$version"
+          else
+            echo ""
+          fi
+        }
 
-    - name: Verify 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: $CURRENT_VERSION"
+        # Read actual versions from changelogs (source of truth)
+        UI_VERSION=$(extract_latest_version "ui/CHANGELOG.md")
+        API_VERSION=$(extract_latest_version "api/CHANGELOG.md")
+        SDK_VERSION=$(extract_latest_version "prowler/CHANGELOG.md")
+        MCP_VERSION=$(extract_latest_version "mcp_server/CHANGELOG.md")
 
-    - name: Verify version in api/pyproject.toml
-      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: $CURRENT_API_VERSION"
+        echo "UI_VERSION=${UI_VERSION}" >> "${GITHUB_ENV}"
+        echo "API_VERSION=${API_VERSION}" >> "${GITHUB_ENV}"
+        echo "SDK_VERSION=${SDK_VERSION}" >> "${GITHUB_ENV}"
+        echo "MCP_VERSION=${MCP_VERSION}" >> "${GITHUB_ENV}"
 
-    - name: Verify prowler dependency in api/pyproject.toml
-      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:]')
-        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: $CURRENT_PROWLER_REF"
-
-    - name: Verify version in api/src/backend/api/v1/views.py
-      run: |
-        CURRENT_API_VERSION=$(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: Checkout existing release branch for minor release
-      if: ${{ env.PATCH_VERSION == '0' }}
-      run: |
-        echo "Minor release detected (patch = 0), checking out existing branch $BRANCH_NAME..."
-        if git show-ref --verify --quiet "refs/remotes/origin/$BRANCH_NAME"; then
-          echo "Branch $BRANCH_NAME exists remotely, checking out..."
-          git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"
+        if [ -n "$UI_VERSION" ]; then
+          echo "Read UI version from changelog: $UI_VERSION"
         else
-          echo "ERROR: Branch $BRANCH_NAME should exist for minor release $PROWLER_VERSION. Please create it manually first."
-          exit 1
+          echo "Warning: No UI version found in ui/CHANGELOG.md"
         fi
 
-    - name: Prepare prowler dependency update 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:]')
-
-        # Create a temporary branch for the PR
-        TEMP_BRANCH="update-api-dependency-$BRANCH_NAME_TRIMMED-$(date +%s)"
-        echo "TEMP_BRANCH=$TEMP_BRANCH" >> $GITHUB_ENV
-
-        # Switch back to master and create temp branch
-        git checkout master
-        git checkout -b "$TEMP_BRANCH"
-
-        # 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
+        if [ -n "$API_VERSION" ]; then
+          echo "Read API version from changelog: $API_VERSION"
+        else
+          echo "Warning: No API version found in api/CHANGELOG.md"
         fi
 
-        # Update poetry lock file
-        echo "Updating poetry.lock file..."
-        cd api
-        poetry lock
-        cd ..
+        if [ -n "$SDK_VERSION" ]; then
+          echo "Read SDK version from changelog: $SDK_VERSION"
+        else
+          echo "Warning: No SDK version found in prowler/CHANGELOG.md"
+        fi
 
-        # Commit and push the temporary branch
-        git add api/pyproject.toml api/poetry.lock
-        git commit -m "chore(api): update prowler dependency to $BRANCH_NAME_TRIMMED for release $PROWLER_VERSION"
-        git push origin "$TEMP_BRANCH"
+        if [ -n "$MCP_VERSION" ]; then
+          echo "Read MCP version from changelog: $MCP_VERSION"
+        else
+          echo "Warning: No MCP version found in mcp_server/CHANGELOG.md"
+        fi
 
-        echo "✓ Prepared prowler dependency update to: $UPDATED_PROWLER_REF"
+        echo "UI version: $UI_VERSION"
+        echo "API version: $API_VERSION"
+        echo "SDK version: $SDK_VERSION"
+        echo "MCP version: $MCP_VERSION"
 
-    - name: Create Pull Request against release branch
-      if: ${{ env.PATCH_VERSION == '0' }}
-      uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
-      with:
-        token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-        branch: ${{ env.TEMP_BRANCH }}
-        base: ${{ env.BRANCH_NAME }}
-        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: Extract changelog entries
+    - name: Extract and combine changelog entries
       run: |
         set -e
 
@@ -247,54 +167,232 @@ jobs:
           # Remove --- separators
           sed -i '/^---$/d' "$output_file"
 
-          # Remove trailing empty lines
-          sed -i '/^$/d' "$output_file"
+          # Remove only trailing empty lines (not all empty lines)
+          sed -i -e :a -e '/^\s*$/d;N;ba' "$output_file"
         }
 
-        # Extract changelogs
-        echo "Extracting changelog entries..."
-        extract_changelog "prowler/CHANGELOG.md" "$PROWLER_VERSION" "prowler_changelog.md"
-        extract_changelog "api/CHANGELOG.md" "$API_VERSION" "api_changelog.md"
-        extract_changelog "ui/CHANGELOG.md" "$UI_VERSION" "ui_changelog.md"
+        # Calculate expected versions for this release
+        if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
+          EXPECTED_UI_VERSION="1.${BASH_REMATCH[2]}.${BASH_REMATCH[3]}"
+          EXPECTED_API_VERSION="1.$((${BASH_REMATCH[2]} + 1)).${BASH_REMATCH[3]}"
 
-        # Combine changelogs in order: UI, API, SDK
+          echo "Expected UI version for this release: $EXPECTED_UI_VERSION"
+          echo "Expected API version for this release: $EXPECTED_API_VERSION"
+        fi
+
+        # Determine if components have changes for this specific release
+        # UI has changes if its current version matches what we expect for this release
+        if [ -n "$UI_VERSION" ] && [ "$UI_VERSION" = "$EXPECTED_UI_VERSION" ]; then
+          echo "HAS_UI_CHANGES=true" >> $GITHUB_ENV
+          echo "✓ UI changes detected - version matches expected: $UI_VERSION"
+          extract_changelog "ui/CHANGELOG.md" "$UI_VERSION" "ui_changelog.md"
+        else
+          echo "HAS_UI_CHANGES=false" >> $GITHUB_ENV
+          echo "ℹ No UI changes for this release (current: $UI_VERSION, expected: $EXPECTED_UI_VERSION)"
+          touch "ui_changelog.md"
+        fi
+
+        # API has changes if its current version matches what we expect for this release
+        if [ -n "$API_VERSION" ] && [ "$API_VERSION" = "$EXPECTED_API_VERSION" ]; then
+          echo "HAS_API_CHANGES=true" >> $GITHUB_ENV
+          echo "✓ API changes detected - version matches expected: $API_VERSION"
+          extract_changelog "api/CHANGELOG.md" "$API_VERSION" "api_changelog.md"
+        else
+          echo "HAS_API_CHANGES=false" >> $GITHUB_ENV
+          echo "ℹ No API changes for this release (current: $API_VERSION, expected: $EXPECTED_API_VERSION)"
+          touch "api_changelog.md"
+        fi
+
+        # SDK has changes if its current version matches the input version
+        if [ -n "$SDK_VERSION" ] && [ "$SDK_VERSION" = "$PROWLER_VERSION" ]; then
+          echo "HAS_SDK_CHANGES=true" >> $GITHUB_ENV
+          echo "✓ SDK changes detected - version matches input: $SDK_VERSION"
+          extract_changelog "prowler/CHANGELOG.md" "$PROWLER_VERSION" "prowler_changelog.md"
+        else
+          echo "HAS_SDK_CHANGES=false" >> $GITHUB_ENV
+          echo "ℹ No SDK changes for this release (current: $SDK_VERSION, input: $PROWLER_VERSION)"
+          touch "prowler_changelog.md"
+        fi
+
+        # MCP has changes if the changelog references this Prowler version
+        # Check if the changelog contains "(Prowler X.Y.Z)" or "(Prowler UNRELEASED)"
+        if [ -f "mcp_server/CHANGELOG.md" ]; then
+          MCP_PROWLER_REF=$(grep -m 1 "^## \[.*\] (Prowler" mcp_server/CHANGELOG.md | sed -E 's/.*\(Prowler ([^)]+)\).*/\1/' | tr -d '[:space:]')
+          if [ "$MCP_PROWLER_REF" = "$PROWLER_VERSION" ] || [ "$MCP_PROWLER_REF" = "UNRELEASED" ]; then
+            echo "HAS_MCP_CHANGES=true" >> $GITHUB_ENV
+            echo "✓ MCP changes detected - Prowler reference: $MCP_PROWLER_REF (version: $MCP_VERSION)"
+            extract_changelog "mcp_server/CHANGELOG.md" "$MCP_VERSION" "mcp_changelog.md"
+          else
+            echo "HAS_MCP_CHANGES=false" >> $GITHUB_ENV
+            echo "ℹ No MCP changes for this release (Prowler reference: $MCP_PROWLER_REF, input: $PROWLER_VERSION)"
+            touch "mcp_changelog.md"
+          fi
+        else
+          echo "HAS_MCP_CHANGES=false" >> $GITHUB_ENV
+          echo "ℹ No MCP changelog found"
+          touch "mcp_changelog.md"
+        fi
+
+        # Combine changelogs in order: UI, API, SDK, MCP
         > combined_changelog.md
 
-        if [ -s "ui_changelog.md" ]; then
+        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 [ -s "api_changelog.md" ]; then
+        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 [ -s "prowler_changelog.md" ]; then
+        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: 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@72f2c25fcb47643c292f7107632f7a47c1df5cd8 # v2.3.2
+      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.PATCH_VERSION == '0' && 'master' || env.BRANCH_NAME }}
+        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 combined_changelog.md
+        rm -f prowler_changelog.md api_changelog.md ui_changelog.md mcp_changelog.md combined_changelog.md

.github/workflows/pull-request-check-changelog.yml

@@ -1,77 +0,0 @@
-name: Prowler - Check Changelog
-
-on:
-  pull_request:
-    types: [opened, synchronize, reopened, labeled, unlabeled]
-
-jobs:
-  check-changelog:
-    if: contains(github.event.pull_request.labels.*.name, 'no-changelog') == false
-    runs-on: ubuntu-latest
-    permissions:
-      id-token: write
-      contents: read
-      pull-requests: write
-    env:
-      MONITORED_FOLDERS: "api ui prowler"
-
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          fetch-depth: 0
-
-      - name: Get list of changed files
-        id: changed_files
-        run: |
-          git fetch origin ${{ github.base_ref }}
-          git diff --name-only origin/${{ github.base_ref }}...HEAD > changed_files.txt
-          cat changed_files.txt
-
-      - name: Check for folder changes and changelog presence
-        id: check_folders
-        run: |
-          missing_changelogs=""
-
-          for folder in $MONITORED_FOLDERS; do
-            if grep -q "^${folder}/" changed_files.txt; then
-              echo "Detected changes in ${folder}/"
-              if ! grep -q "^${folder}/CHANGELOG.md$" changed_files.txt; then
-                echo "No changelog update found for ${folder}/"
-                missing_changelogs="${missing_changelogs}- \`${folder}\`\n"
-              fi
-            fi
-          done
-
-          echo "missing_changelogs<<EOF" >> $GITHUB_OUTPUT
-          echo -e "${missing_changelogs}" >> $GITHUB_OUTPUT
-          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@3eae4d37986fb5a8592848f6a574fdf654e61f9e #v3.1.0
-        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@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        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. Great job! 🎉' }}
-
-      - 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/sdk-build-lint-push-containers.yml

@@ -1,202 +0,0 @@
-name: SDK - Build and Push containers
-
-on:
-  push:
-    branches:
-      # For `v3-latest`
-      - "v3"
-      # For `v4-latest`
-      - "v4.6"
-      # For `latest`
-      - "master"
-    paths-ignore:
-      - ".github/**"
-      - "README.md"
-      - "docs/**"
-      - "ui/**"
-      - "api/**"
-
-  release:
-    types: [published]
-
-env:
-  # AWS Configuration
-  AWS_REGION_STG: eu-west-1
-  AWS_REGION_PLATFORM: eu-west-1
-  AWS_REGION: us-east-1
-
-  # Container's configuration
-  IMAGE_NAME: prowler
-  DOCKERFILE_PATH: ./Dockerfile
-
-  # Tags
-  LATEST_TAG: latest
-  STABLE_TAG: stable
-  # The RELEASE_TAG is set during runtime in releases
-  RELEASE_TAG: ""
-  # The PROWLER_VERSION and PROWLER_VERSION_MAJOR are set during runtime in releases
-  PROWLER_VERSION: ""
-  PROWLER_VERSION_MAJOR: ""
-  # TEMPORARY_TAG: temporary
-
-  # Python configuration
-  PYTHON_VERSION: 3.12
-
-  # Container Registries
-  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
-  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler
-
-jobs:
-  # Build Prowler OSS container
-  container-build-push:
-    # needs: dockerfile-linter
-    runs-on: ubuntu-latest
-    outputs:
-      prowler_version_major: ${{ steps.get-prowler-version.outputs.PROWLER_VERSION_MAJOR }}
-      prowler_version: ${{ steps.get-prowler-version.outputs.PROWLER_VERSION }}
-    env:
-      POETRY_VIRTUALENVS_CREATE: "false"
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: ${{ env.PYTHON_VERSION }}
-
-      - name: Install Poetry
-        run: |
-          pipx install poetry==2.*
-          pipx inject poetry poetry-bumpversion
-
-      - name: Get Prowler version
-        id: get-prowler-version
-        run: |
-          PROWLER_VERSION="$(poetry version -s 2>/dev/null)"
-          echo "PROWLER_VERSION=${PROWLER_VERSION}" >> "${GITHUB_ENV}"
-          echo "PROWLER_VERSION=${PROWLER_VERSION}" >> "${GITHUB_OUTPUT}"
-
-          # Store prowler version major just for the release
-          PROWLER_VERSION_MAJOR="${PROWLER_VERSION%%.*}"
-          echo "PROWLER_VERSION_MAJOR=${PROWLER_VERSION_MAJOR}" >> "${GITHUB_ENV}"
-          echo "PROWLER_VERSION_MAJOR=${PROWLER_VERSION_MAJOR}" >> "${GITHUB_OUTPUT}"
-
-          case ${PROWLER_VERSION_MAJOR} in
-          3)
-              echo "LATEST_TAG=v3-latest" >> "${GITHUB_ENV}"
-              echo "STABLE_TAG=v3-stable" >> "${GITHUB_ENV}"
-              ;;
-
-
-          4)
-              echo "LATEST_TAG=v4-latest" >> "${GITHUB_ENV}"
-              echo "STABLE_TAG=v4-stable" >> "${GITHUB_ENV}"
-              ;;
-
-          5)
-              echo "LATEST_TAG=latest" >> "${GITHUB_ENV}"
-              echo "STABLE_TAG=stable" >> "${GITHUB_ENV}"
-              ;;
-
-          *)
-              # Fallback if any other version is present
-              echo "Releasing another Prowler major version, aborting..."
-              exit 1
-              ;;
-          esac
-
-      - 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: Build and push container image (latest)
-        if: github.event_name == 'push'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          push: true
-          tags: |
-            ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.LATEST_TAG }}
-            ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.LATEST_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }}
-          file: ${{ env.DOCKERFILE_PATH }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Build and push container image (release)
-        if: github.event_name == 'release'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          # Use local context to get changes
-          # https://github.com/docker/build-push-action#path-context
-          context: .
-          push: true
-          tags: |
-            ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.PROWLER_VERSION }}
-            ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.STABLE_TAG }}
-            ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.PROWLER_VERSION }}
-            ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ env.STABLE_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.PROWLER_VERSION }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }}
-          file: ${{ env.DOCKERFILE_PATH }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-#      - name: Push README to Docker Hub (toniblyx)
-#        uses: peter-evans/dockerhub-description@432a30c9e07499fd01da9f8a49f0faf9e0ca5b77 # v4.0.2
-#        with:
-#          username: ${{ secrets.DOCKERHUB_USERNAME }}
-#          password: ${{ secrets.DOCKERHUB_TOKEN }}
-#          repository: ${{ env.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}
-#          readme-filepath: ./README.md
-#
-#      - name: Push README to Docker Hub (prowlercloud)
-#        uses: peter-evans/dockerhub-description@432a30c9e07499fd01da9f8a49f0faf9e0ca5b77 # v4.0.2
-#        with:
-#          username: ${{ secrets.DOCKERHUB_USERNAME }}
-#          password: ${{ secrets.DOCKERHUB_TOKEN }}
-#          repository: ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}
-#          readme-filepath: ./README.md
-
-  dispatch-action:
-    needs: container-build-push
-    runs-on: ubuntu-latest
-    steps:
-      - name: Get latest commit info (latest)
-        if: github.event_name == 'push'
-        run: |
-          LATEST_COMMIT_HASH=$(echo ${{ github.event.after }} | cut -b -7)
-          echo "LATEST_COMMIT_HASH=${LATEST_COMMIT_HASH}" >> $GITHUB_ENV
-
-      - name: Dispatch event (latest)
-        if: github.event_name == 'push' && needs.container-build-push.outputs.prowler_version_major == '3'
-        run: |
-          curl https://api.github.com/repos/${{ secrets.DISPATCH_OWNER }}/${{ secrets.DISPATCH_REPO }}/dispatches \
-            -H "Accept: application/vnd.github+json" \
-            -H "Authorization: Bearer ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}" \
-            -H "X-GitHub-Api-Version: 2022-11-28" \
-            --data '{"event_type":"dispatch","client_payload":{"version":"v3-latest", "tag": "${{ env.LATEST_COMMIT_HASH }}"}}'
-
-      - name: Dispatch event (release)
-        if: github.event_name == 'release' && needs.container-build-push.outputs.prowler_version_major == '3'
-        run: |
-          curl https://api.github.com/repos/${{ secrets.DISPATCH_OWNER }}/${{ secrets.DISPATCH_REPO }}/dispatches \
-            -H "Accept: application/vnd.github+json" \
-            -H "Authorization: Bearer ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}" \
-            -H "X-GitHub-Api-Version: 2022-11-28" \
-            --data '{"event_type":"dispatch","client_payload":{"version":"release", "tag":"${{ needs.container-build-push.outputs.prowler_version }}"}}'

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

@@ -1,146 +1,218 @@
-name: SDK - Bump Version
+name: 'SDK: Bump Version'
 
 on:
   release:
-    types: [published]
+    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:
-  bump-version:
-    name: Bump Version
+  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:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Get Prowler version
-        shell: bash
+      - 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]}
-            FIX_VERSION=${BASH_REMATCH[3]}
+            PATCH_VERSION=${BASH_REMATCH[3]}
 
-            # Export version components to GitHub environment
-            echo "MAJOR_VERSION=${MAJOR_VERSION}" >> "${GITHUB_ENV}"
-            echo "MINOR_VERSION=${MINOR_VERSION}" >> "${GITHUB_ENV}"
-            echo "FIX_VERSION=${FIX_VERSION}" >> "${GITHUB_ENV}"
+            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
-                if (( FIX_VERSION == 0 )); then
-                  echo "Minor Release: $PROWLER_VERSION"
+            if (( MAJOR_VERSION != 5 )); then
+              echo "::error::Releasing another Prowler major version, aborting..."
+              exit 1
+            fi
 
-                  # Set up next minor version for master
-                  BUMP_VERSION_TO=${MAJOR_VERSION}.$((MINOR_VERSION + 1)).${FIX_VERSION}
-                  echo "BUMP_VERSION_TO=${BUMP_VERSION_TO}" >> "${GITHUB_ENV}"
-
-                  TARGET_BRANCH=${BASE_BRANCH}
-                  echo "TARGET_BRANCH=${TARGET_BRANCH}" >> "${GITHUB_ENV}"
-
-                  # Set up patch version for version branch
-                  PATCH_VERSION_TO=${MAJOR_VERSION}.${MINOR_VERSION}.1
-                  echo "PATCH_VERSION_TO=${PATCH_VERSION_TO}" >> "${GITHUB_ENV}"
-
-                  VERSION_BRANCH=v${MAJOR_VERSION}.${MINOR_VERSION}
-                  echo "VERSION_BRANCH=${VERSION_BRANCH}" >> "${GITHUB_ENV}"
-
-                  echo "Bumping to next minor version: ${BUMP_VERSION_TO} in branch ${TARGET_BRANCH}"
-                  echo "Bumping to next patch version: ${PATCH_VERSION_TO} in branch ${VERSION_BRANCH}"
-                else
-                  echo "Patch Release: $PROWLER_VERSION"
-
-                  BUMP_VERSION_TO=${MAJOR_VERSION}.${MINOR_VERSION}.$((FIX_VERSION + 1))
-                  echo "BUMP_VERSION_TO=${BUMP_VERSION_TO}" >> "${GITHUB_ENV}"
-
-                  TARGET_BRANCH=v${MAJOR_VERSION}.${MINOR_VERSION}
-                  echo "TARGET_BRANCH=${TARGET_BRANCH}" >> "${GITHUB_ENV}"
-
-                  echo "Bumping to next patch version: ${BUMP_VERSION_TO} in branch ${TARGET_BRANCH}"
-                fi
+            if (( PATCH_VERSION == 0 )); then
+              echo "is_minor=true" >> "${GITHUB_OUTPUT}"
+              echo "is_patch=false" >> "${GITHUB_OUTPUT}"
+              echo "✓ Minor release detected: $PROWLER_VERSION"
             else
-                echo "Releasing another Prowler major version, aborting..."
-                exit 1
+              echo "is_minor=false" >> "${GITHUB_OUTPUT}"
+              echo "is_patch=true" >> "${GITHUB_OUTPUT}"
+              echo "✓ Patch release detected: $PROWLER_VERSION"
             fi
           else
-            echo "Invalid version syntax: '$PROWLER_VERSION' (must be N.N.N)" >&2
+            echo "::error::Invalid version syntax: '$PROWLER_VERSION' (must be X.Y.Z)"
             exit 1
           fi
 
-      - name: Bump versions in files
+  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: |
-            echo "Using PROWLER_VERSION=$PROWLER_VERSION"
-            echo "Using BUMP_VERSION_TO=$BUMP_VERSION_TO"
+          MAJOR_VERSION=${{ needs.detect-release-type.outputs.major_version }}
+          MINOR_VERSION=${{ needs.detect-release-type.outputs.minor_version }}
 
-            set -e
+          NEXT_MINOR_VERSION=${MAJOR_VERSION}.$((MINOR_VERSION + 1)).0
+          echo "NEXT_MINOR_VERSION=${NEXT_MINOR_VERSION}" >> "${GITHUB_ENV}"
 
-            echo "Bumping version in pyproject.toml ..."
-            sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${BUMP_VERSION_TO}\"|" pyproject.toml
+          echo "Current version: $PROWLER_VERSION"
+          echo "Next minor version: $NEXT_MINOR_VERSION"
 
-            echo "Bumping version in prowler/config/config.py ..."
-            sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${BUMP_VERSION_TO}\"|" prowler/config/config.py
+      - name: Bump versions in files for master
+        run: |
+          set -e
 
-            echo "Bumping version in .env ..."
-            sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${BUMP_VERSION_TO}|" .env
+          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
 
-            git --no-pager diff
+          echo "Files modified:"
+          git --no-pager diff
 
-      - name: Create Pull Request
+      - 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: ${{ env.TARGET_BRANCH }}
-            commit-message: "chore(release): Bump version to v${{ env.BUMP_VERSION_TO }}"
-            branch: "version-bump-to-v${{ env.BUMP_VERSION_TO }}"
-            title: "chore(release): Bump version to v${{ env.BUMP_VERSION_TO }}"
-            labels: no-changelog
-            body: |
-              ### Description
+          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${{ env.BUMP_VERSION_TO }}
+            Bump Prowler version to v${{ env.NEXT_MINOR_VERSION }} after releasing v${{ env.PROWLER_VERSION }}.
 
-              ### License
+            ### License
 
-              By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+            By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
 
-      - name: Handle patch version for minor release
-        if: env.FIX_VERSION == '0'
+      - 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: |
-            echo "Using PROWLER_VERSION=$PROWLER_VERSION"
-            echo "Using PATCH_VERSION_TO=$PATCH_VERSION_TO"
+          MAJOR_VERSION=${{ needs.detect-release-type.outputs.major_version }}
+          MINOR_VERSION=${{ needs.detect-release-type.outputs.minor_version }}
 
-            set -e
+          FIRST_PATCH_VERSION=${MAJOR_VERSION}.${MINOR_VERSION}.1
+          VERSION_BRANCH=v${MAJOR_VERSION}.${MINOR_VERSION}
 
-            echo "Bumping version in pyproject.toml ..."
-            sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${PATCH_VERSION_TO}\"|" pyproject.toml
+          echo "FIRST_PATCH_VERSION=${FIRST_PATCH_VERSION}" >> "${GITHUB_ENV}"
+          echo "VERSION_BRANCH=${VERSION_BRANCH}" >> "${GITHUB_ENV}"
 
-            echo "Bumping version in prowler/config/config.py ..."
-            sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${PATCH_VERSION_TO}\"|" prowler/config/config.py
+          echo "First patch version: $FIRST_PATCH_VERSION"
+          echo "Version branch: $VERSION_BRANCH"
 
-            echo "Bumping version in .env ..."
-            sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PATCH_VERSION_TO}|" .env
+      - name: Bump versions in files for version branch
+        run: |
+          set -e
 
-            git --no-pager diff
+          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
 
-      - name: Create Pull Request for patch version
-        if: env.FIX_VERSION == '0'
+          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.PATCH_VERSION_TO }}"
-            branch: "version-bump-to-v${{ env.PATCH_VERSION_TO }}"
-            title: "chore(release): Bump version to v${{ env.PATCH_VERSION_TO }}"
-            labels: no-changelog
-            body: |
-              ### Description
+          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${{ env.PATCH_VERSION_TO }}
+            Bump Prowler version to v${{ env.FIRST_PATCH_VERSION }} in version branch after releasing v${{ env.PROWLER_VERSION }}.
 
-              ### License
+            ### License
 
-              By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 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

@@ -1,44 +1,41 @@
-# For most projects, this workflow file will not need changing; you simply need
-# to commit it to your repository.
-#
-# You may wish to alter this file to override the set of languages analyzed,
-# or to provide custom queries or build logic.
-#
-# ******** NOTE ********
-# We have attempted to detect the languages in your repository. Please check
-# the `language` matrix defined below to confirm you have the correct set of
-# supported CodeQL languages.
-#
-name: SDK - CodeQL
+name: 'SDK: CodeQL'
 
 on:
   push:
     branches:
-      - "master"
-      - "v3"
-      - "v4.*"
-      - "v5.*"
-    paths-ignore:
-      - 'ui/**'
-      - 'api/**'
-      - '.github/**'
+      - '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"
-      - "v3"
-      - "v4.*"
-      - "v5.*"
-    paths-ignore:
-      - 'ui/**'
-      - 'api/**'
-      - '.github/**'
+      - '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:
-  analyze:
-    name: Analyze
+  sdk-analyze:
+    if: github.repository == 'prowler-cloud/prowler'
+    name: CodeQL Security Analysis
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     permissions:
       actions: read
       contents: read
@@ -47,21 +44,20 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        language: [ 'python' ]
-        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+        language:
+          - 'python'
 
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
-    # Initializes the CodeQL tools for scanning.
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
-      with:
-        languages: ${{ matrix.language }}
-        config-file: ./.github/codeql/sdk-codeql-config.yml
+      - 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@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
-      with:
-        category: "/language:${{matrix.language}}"
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        with:
+          category: '/language:${{ matrix.language }}'

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

@@ -0,0 +1,282 @@
+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:
+  container-build-push:
+    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: 45
+    permissions:
+      contents: read
+      packages: write
+    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 }}
+    env:
+      POETRY_VIRTUALENVS_CREATE: 'false'
+
+    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}"
+          echo "PROWLER_VERSION=${PROWLER_VERSION}" >> "${GITHUB_ENV}"
+
+          # Extract major version
+          PROWLER_VERSION_MAJOR="${PROWLER_VERSION%%.*}"
+          echo "prowler_version_major=${PROWLER_VERSION_MAJOR}" >> "${GITHUB_OUTPUT}"
+          echo "PROWLER_VERSION_MAJOR=${PROWLER_VERSION_MAJOR}" >> "${GITHUB_ENV}"
+
+          # Set version-specific tags
+          case ${PROWLER_VERSION_MAJOR} in
+            3)
+              echo "LATEST_TAG=v3-latest" >> "${GITHUB_ENV}"
+              echo "STABLE_TAG=v3-stable" >> "${GITHUB_ENV}"
+              echo "latest_tag=v3-latest" >> "${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_ENV}"
+              echo "STABLE_TAG=v4-stable" >> "${GITHUB_ENV}"
+              echo "latest_tag=v4-latest" >> "${GITHUB_OUTPUT}"
+              echo "stable_tag=v4-stable" >> "${GITHUB_OUTPUT}"
+              echo "✓ Prowler v4 detected - tags: v4-latest, v4-stable"
+              ;;
+            5)
+              echo "LATEST_TAG=latest" >> "${GITHUB_ENV}"
+              echo "STABLE_TAG=stable" >> "${GITHUB_ENV}"
+              echo "latest_tag=latest" >> "${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
+
+      - 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: Notify container push started
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: SDK
+          RELEASE_TAG: ${{ env.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"
+
+      - 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 }}:${{ env.LATEST_TAG }}-${{ matrix.arch }}
+          cache-from: type=gha,scope=${{ matrix.arch }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.arch }}
+
+      - name: Notify container push completed
+        if: (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && always()
+        uses: ./.github/actions/slack-notification
+        env:
+          SLACK_CHANNEL_ID: ${{ secrets.SLACK_PLATFORM_DEPLOYMENTS }}
+          COMPONENT: SDK
+          RELEASE_TAG: ${{ env.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.container-push.outcome }}
+
+  # Create and push multi-architecture manifest
+  create-manifest:
+    needs: [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.container-build-push.outputs.latest_tag }} \
+            -t ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.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.container-build-push.outputs.prowler_version }} \
+            -t ${{ secrets.DOCKER_HUB_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.container-build-push.outputs.stable_tag }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.container-build-push.outputs.prowler_version }} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ needs.container-build-push.outputs.stable_tag }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.prowler_version }} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.stable_tag }} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }}-arm64
+
+      - name: Install regctl
+        if: always()
+        uses: regclient/actions/regctl-installer@main
+
+      - name: Cleanup intermediate architecture tags
+        if: always()
+        run: |
+          echo "Cleaning up intermediate tags..."
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }}-amd64" || true
+          regctl tag delete "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.container-build-push.outputs.latest_tag }}-arm64" || true
+          echo "Cleanup completed"
+
+  dispatch-v3-deployment:
+    if: needs.container-build-push.outputs.prowler_version_major == '3'
+    needs: container-build-push
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+
+    steps:
+      - name: Calculate short SHA
+        id: short-sha
+        run: echo "short_sha=${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.container-build-push.outputs.prowler_version }}"}'

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

@@ -0,0 +1,103 @@
+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: ubuntu-latest
+    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
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
+        with:
+          context: .
+          push: false
+          load: true
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Scan SDK container with Trivy
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

.github/workflows/sdk-pull-request.yml

@@ -1,271 +0,0 @@
-name: SDK - Pull Request
-
-on:
-  push:
-    branches:
-      - "master"
-      - "v3"
-      - "v4.*"
-      - "v5.*"
-  pull_request:
-    branches:
-      - "master"
-      - "v3"
-      - "v4.*"
-      - "v5.*"
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
-
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Test if changes are in not ignored paths
-        id: are-non-ignored-files-changed
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: ./**
-          files_ignore: |
-            .github/**
-            docs/**
-            permissions/**
-            api/**
-            ui/**
-            prowler/CHANGELOG.md
-            README.md
-            mkdocs.yml
-            .backportrc.json
-            .env
-            docker-compose*
-            examples/**
-            .gitignore
-
-      - name: Install poetry
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          python -m pip install --upgrade pip
-          pipx install poetry==2.1.1
-
-      - name: Set up Python ${{ matrix.python-version }}
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: ${{ matrix.python-version }}
-          cache: "poetry"
-
-      - name: Install dependencies
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry install --no-root
-          poetry run pip list
-          VERSION=$(curl --silent "https://api.github.com/repos/hadolint/hadolint/releases/latest" | \
-            grep '"tag_name":' | \
-            sed -E 's/.*"v([^"]+)".*/\1/' \
-            ) && curl -L -o /tmp/hadolint "https://github.com/hadolint/hadolint/releases/download/v${VERSION}/hadolint-Linux-x86_64" \
-            && chmod +x /tmp/hadolint
-
-      - name: Poetry check
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry check --lock
-
-      - name: Lint with flake8
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run flake8 . --ignore=E266,W503,E203,E501,W605,E128 --exclude contrib,ui,api
-
-      - name: Checking format with black
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run black --exclude api ui --check .
-
-      - name: Lint with pylint
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run pylint --disable=W,C,R,E -j 0 -rn -sn prowler/
-
-      - name: Bandit
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run bandit -q -lll -x '*_test.py,./contrib/,./api/,./ui' -r .
-
-      - name: Safety
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run safety check --ignore 70612 -r pyproject.toml
-
-      - name: Vulture
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run vulture --exclude "contrib,api,ui" --min-confidence 100 .
-
-      - name: Dockerfile - Check if Dockerfile has changed
-        id: dockerfile-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            Dockerfile
-
-      - name: Hadolint
-        if: steps.dockerfile-changed-files.outputs.any_changed == 'true'
-        run: |
-          /tmp/hadolint Dockerfile --ignore=DL3013
-
-      # Test AWS
-      - name: AWS - Check if any file has changed
-        id: aws-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/aws/**
-            ./tests/providers/aws/**
-            .poetry.lock
-
-      - name: AWS - Test
-        if: steps.aws-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml tests/providers/aws
-
-      # Test Azure
-      - name: Azure - Check if any file has changed
-        id: azure-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/azure/**
-            ./tests/providers/azure/**
-            .poetry.lock
-
-      - name: Azure - Test
-        if: steps.azure-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/azure --cov-report=xml:azure_coverage.xml tests/providers/azure
-
-      # Test GCP
-      - name: GCP - Check if any file has changed
-        id: gcp-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/gcp/**
-            ./tests/providers/gcp/**
-            .poetry.lock
-
-      - name: GCP - Test
-        if: steps.gcp-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/gcp --cov-report=xml:gcp_coverage.xml tests/providers/gcp
-
-      # Test Kubernetes
-      - name: Kubernetes - Check if any file has changed
-        id: kubernetes-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/kubernetes/**
-            ./tests/providers/kubernetes/**
-            .poetry.lock
-
-      - name: Kubernetes - Test
-        if: steps.kubernetes-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/kubernetes --cov-report=xml:kubernetes_coverage.xml tests/providers/kubernetes
-
-      # Test GitHub
-      - name: GitHub - Check if any file has changed
-        id: github-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/github/**
-            ./tests/providers/github/**
-            .poetry.lock
-
-      - name: GitHub - Test
-        if: steps.github-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/github --cov-report=xml:github_coverage.xml tests/providers/github
-
-      # Test NHN
-      - name: NHN - Check if any file has changed
-        id: nhn-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/nhn/**
-            ./tests/providers/nhn/**
-            .poetry.lock
-
-      - name: NHN - Test
-        if: steps.nhn-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/nhn --cov-report=xml:nhn_coverage.xml tests/providers/nhn
-
-      # Test M365
-      - name: M365 - Check if any file has changed
-        id: m365-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/m365/**
-            ./tests/providers/m365/**
-            .poetry.lock
-
-      - name: M365 - Test
-        if: steps.m365-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/m365 --cov-report=xml:m365_coverage.xml tests/providers/m365
-
-      # Test IaC
-      - name: IaC - Check if any file has changed
-        id: iac-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/iac/**
-            ./tests/providers/iac/**
-            .poetry.lock
-
-      - name: IaC - Test
-        if: steps.iac-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/iac --cov-report=xml:iac_coverage.xml tests/providers/iac
-
-      # Test MongoDB Atlas
-      - name: MongoDB Atlas - Check if any file has changed
-        id: mongodb-atlas-changed-files
-        uses: tj-actions/changed-files@ed68ef82c095e0d48ec87eccea555d944a631a4c # v46.0.5
-        with:
-          files: |
-            ./prowler/providers/mongodbatlas/**
-            ./tests/providers/mongodbatlas/**
-            .poetry.lock
-
-      - name: MongoDB Atlas - Test
-        if: steps.mongodb-atlas-changed-files.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/providers/mongodbatlas --cov-report=xml:mongodb_atlas_coverage.xml tests/providers/mongodbatlas
-
-      # Common Tests
-      - name: Lib - Test
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/lib --cov-report=xml:lib_coverage.xml tests/lib
-
-      - name: Config - Test
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        run: |
-          poetry run pytest -n auto --cov=./prowler/config --cov-report=xml:config_coverage.xml tests/config
-
-      # Codecov
-      - name: Upload coverage reports to Codecov
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@18283e04ce6e62d37312384ff67231eb8fd56d24 # v5.4.3
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-        with:
-          flags: prowler
-          files: ./aws_coverage.xml,./azure_coverage.xml,./gcp_coverage.xml,./kubernetes_coverage.xml,./github_coverage.xml,./nhn_coverage.xml,./m365_coverage.xml,./lib_coverage.xml,./config_coverage.xml

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

@@ -1,98 +1,119 @@
-name: SDK - PyPI release
+name: 'SDK: PyPI Release'
 
 on:
   release:
-    types: [published]
+    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: 3.11
-  # CACHE: "poetry"
+  PYTHON_VERSION: '3.12'
 
 jobs:
-  repository-check:
-    name: Repository check
+  validate-release:
+    if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
     outputs:
-      is_repo: ${{ steps.repository_check.outputs.is_repo }}
-    steps:
-      - name: Repository check
-        id: repository_check
-        working-directory: /tmp
-        run: |
-          if [[ ${{ github.repository }} == "prowler-cloud/prowler" ]]
-          then
-            echo "is_repo=true" >> "${GITHUB_OUTPUT}"
-          else
-            echo "This action only runs for prowler-cloud/prowler"
-            echo "is_repo=false" >> "${GITHUB_OUTPUT}"
-          fi
+      prowler_version: ${{ steps.parse-version.outputs.version }}
+      major_version: ${{ steps.parse-version.outputs.major }}
 
-  release-prowler-job:
-    runs-on: ubuntu-latest
-    needs: repository-check
-    if: needs.repository-check.outputs.is_repo == 'true'
-    env:
-      POETRY_VIRTUALENVS_CREATE: "false"
-    name: Release Prowler to PyPI
     steps:
-      - name: Repository check
-        working-directory: /tmp
-        run: |
-              if [[ "${{ github.repository }}" != "prowler-cloud/prowler" ]]; then
-                  echo "This action only runs for prowler-cloud/prowler"
-                  exit 1
-              fi
-
-      - name: Get Prowler version
+      - name: Parse and validate version
+        id: parse-version
         run: |
           PROWLER_VERSION="${{ env.RELEASE_TAG }}"
+          echo "version=${PROWLER_VERSION}" >> "${GITHUB_OUTPUT}"
 
-          case ${PROWLER_VERSION%%.*} in
-          3)
-              echo "Releasing Prowler v3 with tag ${PROWLER_VERSION}"
+          # Extract major version
+          MAJOR_VERSION="${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}"
               ;;
-          4)
-              echo "Releasing Prowler v4 with tag ${PROWLER_VERSION}"
-              ;;
-          5)
-              echo "Releasing Prowler v5 with tag ${PROWLER_VERSION}"
-              ;;
-          *)
-              echo "Releasing another Prowler major version, aborting..."
+            *)
+              echo "::error::Unsupported Prowler major version: ${MAJOR_VERSION}"
               exit 1
               ;;
           esac
 
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+  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 }}/
 
-      - name: Install dependencies
-        run: |
-          pipx install poetry==2.1.1
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
-      - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      - 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: ${{ env.CACHE }}
+          cache: 'poetry'
 
       - name: Build Prowler package
-        run: |
-          poetry build
+        run: poetry build
 
       - name: Publish Prowler package to PyPI
-        run: |
-          poetry config pypi-token.pypi ${{ secrets.PYPI_API_TOKEN }}
-          poetry publish
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        with:
+          print-hash: true
 
-      - name: Replicate PyPI package
+  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 && rm -rf ./build && rm -rf prowler.egg-info
-          pip install toml
+          rm -rf ./dist ./build prowler.egg-info
           python util/replicate_pypi_package.py
-          poetry build
+
+      - name: Build prowler-cloud package
+        run: poetry build
 
       - name: Publish prowler-cloud package to PyPI
-        run: |
-          poetry config pypi-token.pypi ${{ secrets.PYPI_API_TOKEN }}
-          poetry publish
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        with:
+          print-hash: true

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

@@ -1,68 +1,90 @@
-# This is a basic workflow to help you get started with Actions
-
-name: SDK - Refresh AWS services' regions
+name: 'SDK: Refresh AWS Regions'
 
 on:
   schedule:
-    - cron: "0 9 * * 1" # runs at 09:00 UTC every Monday
+    - cron: '0 9 * * 1' # Every Monday at 09:00 UTC
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}
+  cancel-in-progress: false
 
 env:
-  GITHUB_BRANCH: "master"
-  AWS_REGION_DEV: us-east-1
+  PYTHON_VERSION: '3.12'
+  AWS_REGION: 'us-east-1'
 
-# A workflow run is made up of one or more jobs that can run sequentially or in parallel
 jobs:
-  # This workflow contains a single job called "build"
-  build:
-    # The type of runner that the job will run on
+  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 represent a sequence of tasks that will be executed as part of the job
-    steps:
-      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          ref: ${{ env.GITHUB_BRANCH }}
 
-      - name: setup python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
-          python-version: 3.9 #install the python needed
+          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: |
-          python -m pip install --upgrade pip
-          pip install boto3
+        run: pip install boto3
 
-      - name: Configure AWS Credentials -- DEV
-        uses: aws-actions/configure-aws-credentials@b47578312673ae6fa5b5096b330d9fbac3d116df # v4.2.1
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@00943011d9042930efac3dcd3a170e4273319bc8 # v5.1.0
         with:
-          aws-region: ${{ env.AWS_REGION_DEV }}
+          aws-region: ${{ env.AWS_REGION }}
           role-to-assume: ${{ secrets.DEV_IAM_ROLE_ARN }}
-          role-session-name: refresh-AWS-regions-dev
+          role-session-name: prowler-refresh-aws-regions
 
-      # Runs a single command using the runners shell
-      - name: Run a one-line script
-        run: python3 util/update_aws_services_regions.py
+      - name: Update AWS services regions
+        run: python util/update_aws_services_regions.py
 
-      # Create pull request
-      - name: Create Pull Request
+      - name: Create pull request
+        id: create-pr
         uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
         with:
-          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          commit-message: "feat(regions_update): Update regions for AWS services"
-          branch: "aws-services-regions-updated-${{ github.sha }}"
-          labels: "status/waiting-for-revision, severity/low, provider/aws"
-          title: "chore(regions_update): Changes in regions for AWS services"
+          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
 
-            This PR updates the regions for AWS services.
+            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 +1,360 @@
+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: Run AWS tests
+        if: steps.changed-aws.outputs.any_changed == 'true'
+        run: poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml tests/providers/aws
+
+      - 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-build-lint-push-containers.yml

@@ -1,121 +0,0 @@
-name: UI - Build and Push containers
-
-on:
-  push:
-    branches:
-      - "master"
-    paths:
-      - "ui/**"
-      - ".github/workflows/ui-build-lint-push-containers.yml"
-
-  # Uncomment the below code to test this action on PRs
-  # pull_request:
-  #   branches:
-  #     - "master"
-  #   paths:
-  #     - "ui/**"
-  #     - ".github/workflows/ui-build-lint-push-containers.yml"
-
-  release:
-    types: [published]
-
-env:
-  # Tags
-  LATEST_TAG: latest
-  RELEASE_TAG: ${{ github.event.release.tag_name }}
-  STABLE_TAG: stable
-
-  WORKING_DIRECTORY: ./ui
-
-  # Container Registries
-  PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
-  PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-ui
-  NEXT_PUBLIC_API_BASE_URL: http://prowler-api:8080/api/v1
-
-jobs:
-  repository-check:
-    name: Repository check
-    runs-on: ubuntu-latest
-    outputs:
-      is_repo: ${{ steps.repository_check.outputs.is_repo }}
-    steps:
-      - name: Repository check
-        id: repository_check
-        working-directory: /tmp
-        run: |
-          if [[ ${{ github.repository }} == "prowler-cloud/prowler" ]]
-          then
-            echo "is_repo=true" >> "${GITHUB_OUTPUT}"
-          else
-            echo "This action only runs for prowler-cloud/prowler"
-            echo "is_repo=false" >> "${GITHUB_OUTPUT}"
-          fi
-
-  # Build Prowler OSS container
-  container-build-push:
-    needs: repository-check
-    if: needs.repository-check.outputs.is_repo == 'true'
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ${{ env.WORKING_DIRECTORY }}
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Set short git commit SHA
-        id: vars
-        run: |
-          shortSha=$(git rev-parse --short ${{ github.sha }})
-          echo "SHORT_SHA=${shortSha}" >> $GITHUB_ENV
-
-      - 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: Build and push container image (latest)
-        # Comment the following line for testing
-        if: github.event_name == 'push'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.WORKING_DIRECTORY }}
-          build-args: |
-            NEXT_PUBLIC_PROWLER_RELEASE_VERSION=${{ env.SHORT_SHA }}
-            NEXT_PUBLIC_API_BASE_URL=${{ env.NEXT_PUBLIC_API_BASE_URL }}
-          # Set push: false for testing
-          push: true
-          tags: |
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.SHORT_SHA }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Build and push container image (release)
-        if: github.event_name == 'release'
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.WORKING_DIRECTORY }}
-          build-args: |
-            NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${{ env.RELEASE_TAG }}
-            NEXT_PUBLIC_API_BASE_URL=${{ env.NEXT_PUBLIC_API_BASE_URL }}
-          push: true
-          tags: |
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.RELEASE_TAG }}
-            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Trigger deployment
-        if: github.event_name == 'push'
-        uses: peter-evans/repository-dispatch@ff45666b9427631e3450c54a1bcbee4d9ff4d7c0 # v3.0.0
-        with:
-          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          repository: ${{ secrets.CLOUD_DISPATCH }}
-          event-type: prowler-ui-deploy
-          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ env.SHORT_SHA }}"}'

.github/workflows/ui-codeql.yml

@@ -1,36 +1,37 @@
-# For most projects, this workflow file will not need changing; you simply need
-# to commit it to your repository.
-#
-# You may wish to alter this file to override the set of languages analyzed,
-# or to provide custom queries or build logic.
-#
-# ******** NOTE ********
-# We have attempted to detect the languages in your repository. Please check
-# the `language` matrix defined below to confirm you have the correct set of
-# supported CodeQL languages.
-#
-name: UI - CodeQL
+name: 'UI: CodeQL'
 
 on:
   push:
     branches:
-      - "master"
-      - "v5.*"
+      - 'master'
+      - 'v5.*'
     paths:
-      - "ui/**"
+      - 'ui/**'
+      - '.github/workflows/ui-codeql.yml'
+      - '.github/codeql/ui-codeql-config.yml'
+      - '!ui/CHANGELOG.md'
   pull_request:
     branches:
-      - "master"
-      - "v5.*"
+      - 'master'
+      - 'v5.*'
     paths:
-      - "ui/**"
+      - 'ui/**'
+      - '.github/workflows/ui-codeql.yml'
+      - '.github/codeql/ui-codeql-config.yml'
+      - '!ui/CHANGELOG.md'
   schedule:
-    - cron: "00 12 * * *"
+    - cron: '00 12 * * *'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
 
 jobs:
-  analyze:
-    name: Analyze
+  ui-analyze:
+    if: github.repository == 'prowler-cloud/prowler'
+    name: CodeQL Security Analysis
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     permissions:
       actions: read
       contents: read
@@ -39,21 +40,20 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        language: ["javascript"]
-        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+        language:
+          - 'javascript-typescript'
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
-      # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
+        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@51f77329afa6477de8c49fc9c7046c15b9a4e79d # v3.29.5
+        uses: github/codeql-action/analyze@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
         with:
-          category: "/language:${{matrix.language}}"
+          category: '/language:${{ matrix.language }}'

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

@@ -0,0 +1,189 @@
+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
+
+  container-build-push:
+    needs: setup
+    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: Notify container push started
+        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
+        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"
+
+      - 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 }}
+
+      - name: Notify container push completed
+        if: (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && always()
+        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-completed.json"
+          step-outcome: ${{ steps.container-push.outcome }}
+
+  # 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"
+
+  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 +1,91 @@
+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:
+    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:
+    runs-on: ubuntu-latest
+    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
+        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
+          tags: ${{ env.IMAGE_NAME }}:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+          build-args: |
+            NEXT_PUBLIC_STRIPE_PUBLISHABLE_KEY=pk_test_51LwpXXXX
+
+      - name: Scan UI container with Trivy
+        if: github.repository == 'prowler-cloud/prowler' && steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/trivy-scan
+        with:
+          image-name: ${{ env.IMAGE_NAME }}
+          image-tag: ${{ github.sha }}
+          fail-on-critical: 'false'
+          severity: 'CRITICAL'

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

@@ -18,9 +18,27 @@ jobs:
       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_NEW_PASSWORD: ${{ secrets.E2E_NEW_PASSWORD }}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - name: Fix API data directory permissions
+        run: docker run --rm -v $(pwd)/_data/api:/data alpine chown -R 1000:1000 /data
       - name: Start API services
         run: |
           # Override docker-compose image tag to use latest instead of stable
@@ -57,7 +75,7 @@ jobs:
             echo "All database fixtures loaded successfully!"
           '
       - name: Setup Node.js environment
-        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
+        uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
         with:
           node-version: '20.x'
           cache: 'npm'
@@ -69,7 +87,7 @@ jobs:
         working-directory: ./ui
         run: npm run build
       - name: Cache Playwright browsers
-        uses: actions/cache@5a3ec84eff668545956fd18022155c47e93e2684 # v4.2.3
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
         id: playwright-cache
         with:
           path: ~/.cache/ms-playwright

.github/workflows/ui-pull-request.yml

@@ -1,65 +0,0 @@
-name: UI - Pull Request
-
-on:
-  push:
-    branches:
-      - "master"
-      - "v5.*"
-    paths:
-      - ".github/workflows/ui-pull-request.yml"
-      - "ui/**"
-  pull_request:
-    branches:
-      - master
-      - "v5.*"
-    paths:
-      - 'ui/**'
-env:
-  UI_WORKING_DIR: ./ui
-  IMAGE_NAME: prowler-ui
-
-jobs:
-  test-and-coverage:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        os: [ubuntu-latest]
-        node-version: [20.x]
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          persist-credentials: false
-      - name: Setup Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
-        with:
-          node-version: ${{ matrix.node-version }}
-          cache: 'npm'
-          cache-dependency-path: './ui/package-lock.json'
-      - name: Install dependencies
-        working-directory: ./ui
-        run: npm ci
-      - name: Run Healthcheck
-        working-directory: ./ui
-        run: npm run healthcheck
-      - name: Build the application
-        working-directory: ./ui
-        run: npm run build
-
-  test-container-build:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3.11.1
-      - name: Build Container
-        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
-        with:
-          context: ${{ env.UI_WORKING_DIR }}
-          # Always build using `prod` target
-          target: prod
-          push: false
-          tags: ${{ env.IMAGE_NAME }}:latest
-          outputs: type=docker
-          build-args: |
-            NEXT_PUBLIC_STRIPE_PUBLISHABLE_KEY=pk_test_51LwpXXXX

.github/workflows/ui-tests.yml

@@ -0,0 +1,64 @@
+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 }}
+          cache: 'npm'
+          cache-dependency-path: './ui/package-lock.json'
+
+      - name: Install dependencies
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: npm ci
+
+      - name: Run healthcheck
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: npm run healthcheck
+
+      - name: Build application
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: npm run build

.gitignore

@@ -39,21 +39,92 @@ secrets-*/
 # JUnit Reports
 junit-reports/
 
-# VSCode files
-.vscode/
+# Test and coverage artifacts
+*_coverage.xml
+pytest_*.xml
+.coverage
+htmlcov/
 
-# Cursor files
+# VSCode files and settings
+.vscode/
+*.code-workspace
+.vscode-test/
+
+# VSCode extension settings and workspaces
+.history/
+.ionide/
+
+# MCP Server Settings (various locations)
+**/cline_mcp_settings.json
+**/mcp_settings.json
+**/mcp-config.json
+**/mcpServers.json
+.mcp/
+
+# AI Coding Assistants - Cursor
 .cursorignore
 .cursor/
+.cursorrules
 
-# RooCode files
+# AI Coding Assistants - RooCode
 .roo/
 .rooignore
 .roomodes
 
-# Cline files
+# 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*
@@ -63,7 +134,7 @@ junit-reports/
 # .env
 ui/.env*
 api/.env*
-.env.local
+mcp_server/.env*
 
 # Coverage
 .coverage*
@@ -78,3 +149,10 @@ _data/
 
 # Claude
 CLAUDE.md
+
+# MCP Server
+mcp_server/prowler_mcp_server/prowler_app/server.py
+mcp_server/prowler_mcp_server/prowler_app/utils/schema.yaml
+
+# Compliance report
+*.pdf

.pre-commit-config.yaml

@@ -6,6 +6,7 @@ repos:
       - 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
@@ -125,3 +126,12 @@ repos:
         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

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

CONTRIBUTING.md

@@ -10,4 +10,4 @@
 Want some swag as appreciation for your contribution?
 
 # Prowler Developer Guide
-https://docs.prowler.com/projects/prowler-open-source/en/latest/developer-guide/introduction/
+https://goto.prowler.com/devguide

Dockerfile

@@ -4,6 +4,10 @@ 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 \
@@ -25,6 +29,24 @@ RUN ARCH=$(uname -m) && \
     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

Makefile

@@ -45,3 +45,15 @@ pypi-upload: ## Upload package
 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
+

README.md

@@ -56,7 +56,7 @@ Prowler includes hundreds of built-in controls to ensure compliance with standar
 
 Prowler App 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.
 
-![Prowler App](docs/products/img/overview.png)
+![Prowler App](docs/images/products/overview.png)
 
 >For more details, refer to the [Prowler App Documentation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-app-installation)
 
@@ -73,24 +73,43 @@ prowler <provider>
 ```console
 prowler dashboard
 ```
-![Prowler Dashboard](docs/products/img/dashboard.png)
+![Prowler Dashboard](docs/images/products/dashboard.png)
+
+
+## Attack Paths
+
+Attack Paths automatically extends every completed AWS scan with a Neo4j graph that combines Cartography's cloud inventory with Prowler findings. The feature runs in the API worker after each scan and therefore requires:
+
+- An accessible Neo4j instance (the Docker Compose files already ships a `neo4j` service).
+- The following environment variables so Django and Celery can connect:
+
+  | Variable | Description | Default |
+  | --- | --- | --- |
+  | `NEO4J_HOST` | Hostname used by the API containers. | `neo4j` |
+  | `NEO4J_PORT` | Bolt port exposed by Neo4j. | `7687` |
+  | `NEO4J_USER` / `NEO4J_PASSWORD` | Credentials with rights to create per-tenant databases. | `neo4j` / `neo4j_password` |
+
+Every AWS provider scan will enqueue an Attack Paths ingestion job automatically. Other cloud providers will be added in future iterations.
+
 
 # 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).
 
 
-| 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 | Stage | Interface |
-|---|---|---|---|---|---|---|---|
-| AWS | 576 | 82 | 36 | 10 | Official | Stable | UI, API, CLI |
-| GCP | 79 | 13 | 10 | 3 | Official | Stable | UI, API, CLI |
-| Azure | 162 | 19 | 11 | 4 | Official | Stable | UI, API, CLI |
-| Kubernetes | 83 | 7 | 5 | 7 | Official | Stable | UI, API, CLI |
+| 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 | 576 | 82 | 39 | 10 | Official | UI, API, CLI |
+| GCP | 79 | 13 | 13 | 3 | Official | UI, API, CLI |
+| Azure | 162 | 19 | 13 | 4 | Official | UI, API, CLI |
+| Kubernetes | 83 | 7 | 5 | 7 | Official | UI, API, CLI |
 | GitHub | 17 | 2 | 1 | 0 | Official | Stable | UI, API, CLI |
-| M365 | 70 | 7 | 3 | 2 | Official | Stable | UI, API, CLI |
-| IaC | [See `trivy` docs.](https://trivy.dev/latest/docs/coverage/iac/) | N/A | N/A | N/A | Official | Beta | CLI |
-| MongoDB Atlas | 10 | 3 | 0 | 0 | Official | Beta | CLI |
-| NHN | 6 | 2 | 1 | 0 | Unofficial | Beta | CLI |
+| M365 | 70 | 7 | 3 | 2 | Official | UI, API, CLI |
+| OCI | 51 | 13 | 1 | 10 | Official | UI, API, 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 | 3 | 0 | 0 | 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]
 > The numbers in the table are updated periodically.
@@ -301,40 +320,12 @@ And many more environments.
 
 ![Architecture](docs/img/architecture.png)
 
-# Deprecations from v3
-
-## General
-- `Allowlist` now is called `Mutelist`.
-- The `--quiet` option has been deprecated. Use the `--status` flag to filter findings based on their status: PASS, FAIL, or MANUAL.
-- All findings with an `INFO` status have been reclassified as `MANUAL`.
-- The CSV output format is standardized across all providers.
-
-**Deprecated Output Formats**
-
-The following formats are now deprecated:
-- Native JSON has been replaced with JSON in [OCSF] v1.1.0 format, which is standardized across all providers (https://schema.ocsf.io/).
-
-## AWS
-
-**AWS Flag Deprecation**
-
-The flag --sts-endpoint-region has been deprecated due to the adoption of AWS STS regional tokens.
-
-**Sending FAIL Results to AWS Security Hub**
-
-- To send only FAILS to AWS Security Hub, use one of the following options: `--send-sh-only-fails` or `--security-hub --status FAIL`.
-
-
 # 📖 Documentation
 
-**Documentation Resources**
-
 For installation instructions, usage details, tutorials, and the Developer Guide, visit https://docs.prowler.com/
 
 # 📃 License
 
-**Prowler License Information**
-
-Prowler is licensed under the Apache License 2.0, as indicated in each file within the repository. Obtaining a Copy of the License
+Prowler is licensed under the Apache License 2.0.
 
 A copy of the License is available at <http://www.apache.org/licenses/LICENSE-2.0>

api/CHANGELOG.md

@@ -2,7 +2,113 @@
 
 All notable changes to the **Prowler API** are documented in this file.
 
-## [1.13.0] (Prowler 5.12.0)
+## [1.16.0] (Unreleased)
+
+### Added
+- Attack Paths backend support [(#9344)](https://github.com/prowler-cloud/prowler/pull/9344)
+
+### Changed
+- Restore the compliance overview endpoint's mandatory filters [(#9330)](https://github.com/prowler-cloud/prowler/pull/9330)
+
+---
+
+## [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)
+
+---
+
+## [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)
@@ -11,7 +117,7 @@ All notable changes to the **Prowler API** are documented in this file.
 
 ---
 
-## [1.12.0] (Prowler 5.11.0)
+## [1.12.0] (Prowler v5.11.0)
 
 ### Added
 - Lighthouse support for OpenAI GPT-5 [(#8527)](https://github.com/prowler-cloud/prowler/pull/8527)
@@ -21,7 +127,9 @@ All notable changes to the **Prowler API** are documented in this file.
 ### 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 5.10.0)
+---
+
+## [1.11.0] (Prowler v5.10.0)
 
 ### Added
 - Github provider support [(#8271)](https://github.com/prowler-cloud/prowler/pull/8271)

api/Dockerfile

@@ -5,6 +5,9 @@ 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=${TRIVY_VERSION}
+
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
     wget \
@@ -36,6 +39,24 @@ RUN ARCH=$(uname -m) && \
     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

api/README.md

@@ -18,7 +18,11 @@ Valkey exposes a Redis 7.2 compliant API. Any service that exposes the Redis API
 
 # Modify environment variables
 
-Under the root path of the project, you can find a file called `.env.example`. This file shows all the environment variables that the project uses. You *must* create a new file called `.env` and set the values for the 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.

api/docker-entrypoint.sh

@@ -32,7 +32,7 @@ start_prod_server() {
 
 start_worker() {
   echo "Starting the worker..."
-  poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans,scan-reports,deletion,backfill,overview,integrations -E --max-tasks-per-child 1
+  poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans,scan-reports,deletion,backfill,overview,integrations,compliance -E --max-tasks-per-child 1
 }
 
 start_worker_beat() {

api/pyproject.toml

@@ -7,7 +7,7 @@ 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==5.1.10",
+  "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)",
@@ -24,14 +24,20 @@ dependencies = [
   "drf-spectacular-jsonapi==0.5.1",
   "gunicorn==23.0.0",
   "lxml==5.3.2",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@v5.12",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@attack-paths-demo",
   "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)"
+  "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)",
+  "neo4j (<6.0.0)",
+  "cartography @ git+https://github.com/prowler-cloud/cartography@master",
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
@@ -39,7 +45,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.13.0"
+version = "1.15.0"
 
 [project.scripts]
 celery = "src.backend.config.settings.celery"

api/src/backend/api/admin.py

@@ -1,3 +0,0 @@
-# from django.contrib import admin
-
-# Register your models here.

api/src/backend/api/apps.py

@@ -1,4 +1,27 @@
+import logging
+import atexit
+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):
@@ -6,7 +29,147 @@ class ApiConfig(AppConfig):
     name = "api"
 
     def ready(self):
+        from api import schema_extensions  # noqa: F401
         from api import signals  # noqa: F401
+        from api.attack_paths import database as graph_database
         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()
+
+        if not getattr(settings, "TESTING", False):
+            graph_database.init_driver()
+            atexit.register(graph_database.close_driver)
+
         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 getattr(settings, "TESTING", False):
+            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/attack_paths/__init__.py

@@ -0,0 +1,13 @@
+from api.attack_paths.query_definitions import (
+    AttackPathsQueryDefinition,
+    AttackPathsQueryParameterDefinition,
+    get_queries_for_provider,
+    get_query_by_id,
+)
+
+__all__ = [
+    "AttackPathsQueryDefinition",
+    "AttackPathsQueryParameterDefinition",
+    "get_queries_for_provider",
+    "get_query_by_id",
+]

api/src/backend/api/attack_paths/database.py

@@ -0,0 +1,144 @@
+import logging
+import threading
+
+from contextlib import contextmanager
+from typing import Iterator
+from uuid import UUID
+
+import neo4j
+import neo4j.exceptions
+
+from django.conf import settings
+
+from api.attack_paths.retryable_session import RetryableSession
+
+# Without this Celery goes crazy with Neo4j logging
+logging.getLogger("neo4j").setLevel(logging.ERROR)
+logging.getLogger("neo4j").propagate = False
+
+SERVICE_UNAVAILABLE_MAX_RETRIES = 3
+
+# Module-level process-wide driver singleton
+_driver: neo4j.Driver | None = None
+_lock = threading.Lock()
+
+# Base Neo4j functions
+
+
+def get_uri() -> str:
+    host = settings.DATABASES["neo4j"]["HOST"]
+    port = settings.DATABASES["neo4j"]["PORT"]
+    return f"bolt://{host}:{port}"
+
+
+def init_driver() -> neo4j.Driver:
+    global _driver
+    if _driver is not None:
+        return _driver
+
+    with _lock:
+        if _driver is None:
+            uri = get_uri()
+            config = settings.DATABASES["neo4j"]
+
+            _driver = neo4j.GraphDatabase.driver(
+                uri, auth=(config["USER"], config["PASSWORD"])
+            )
+            _driver.verify_connectivity()
+
+    return _driver
+
+
+def get_driver() -> neo4j.Driver:
+    return init_driver()
+
+
+def close_driver() -> None:  # TODO: Use it
+    global _driver
+    with _lock:
+        if _driver is not None:
+            try:
+                _driver.close()
+
+            finally:
+                _driver = None
+
+
+@contextmanager
+def get_session(database: str | None = None) -> Iterator[RetryableSession]:
+    session_wrapper: RetryableSession | None = None
+
+    try:
+        session_wrapper = RetryableSession(
+            session_factory=lambda: get_driver().session(database=database),
+            close_driver=close_driver,  # Just to avoid circular imports
+            max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
+        )
+        yield session_wrapper
+
+    except neo4j.exceptions.Neo4jError as exc:
+        raise GraphDatabaseQueryException(message=exc.message, code=exc.code)
+
+    finally:
+        if session_wrapper is not None:
+            session_wrapper.close()
+
+
+def create_database(database: str) -> None:
+    query = "CREATE DATABASE $database IF NOT EXISTS"
+    parameters = {"database": database}
+
+    with get_session() as session:
+        session.run(query, parameters)
+
+
+def drop_database(database: str) -> None:
+    query = f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA"
+
+    with get_session() as session:
+        session.run(query)
+
+
+def drop_subgraph(database: str, root_node_label: str, root_node_id: str) -> int:
+    query = """
+        MATCH (a:__ROOT_NODE_LABEL__ {id: $root_node_id})
+        CALL apoc.path.subgraphNodes(a, {})
+        YIELD node
+        DETACH DELETE node
+        RETURN COUNT(node) AS deleted_nodes_count
+    """.replace("__ROOT_NODE_LABEL__", root_node_label)
+    parameters = {"root_node_id": root_node_id}
+
+    with get_session(database) as session:
+        result = session.run(query, parameters)
+
+        try:
+            return result.single()["deleted_nodes_count"]
+
+        except neo4j.exceptions.ResultConsumedError:
+            return 0  # As there are no nodes to delete, the result is empty
+
+
+# Neo4j functions related to Prowler + Cartography
+DATABASE_NAME_TEMPLATE = "db-{attack_paths_scan_id}"
+
+
+def get_database_name(attack_paths_scan_id: UUID) -> str:
+    attack_paths_scan_id_str = str(attack_paths_scan_id).lower()
+    return DATABASE_NAME_TEMPLATE.format(attack_paths_scan_id=attack_paths_scan_id_str)
+
+
+# Exceptions
+
+
+class GraphDatabaseQueryException(Exception):
+    def __init__(self, message: str, code: str | None = None) -> None:
+        super().__init__(message)
+        self.message = message
+        self.code = code
+
+    def __str__(self) -> str:
+        if self.code:
+            return f"{self.code}: {self.message}"
+
+        return self.message

api/src/backend/api/attack_paths/retryable_session.py

@@ -0,0 +1,87 @@
+import logging
+
+from collections.abc import Callable
+from typing import Any
+
+import neo4j
+import neo4j.exceptions
+
+logger = logging.getLogger(__name__)
+
+
+class RetryableSession:
+    """
+    Wrapper around `neo4j.Session` that retries `neo4j.exceptions.ServiceUnavailable` errors.
+    """
+
+    def __init__(
+        self,
+        session_factory: Callable[[], neo4j.Session],
+        close_driver: Callable[[], None],  # Just to avoid circular imports
+        max_retries: int,
+    ) -> None:
+        self._session_factory = session_factory
+        self._close_driver = close_driver
+        self._max_retries = max(0, max_retries)
+        self._session = self._session_factory()
+
+    def close(self) -> None:
+        if self._session is not None:
+            self._session.close()
+            self._session = None
+
+    def __enter__(self) -> "RetryableSession":
+        return self
+
+    def __exit__(self, exc_type: Any, exc: Any, exc_tb: Any) -> None:
+        self.close()
+
+    def run(self, *args: Any, **kwargs: Any) -> Any:
+        return self._call_with_retry("run", *args, **kwargs)
+
+    def write_transaction(self, *args: Any, **kwargs: Any) -> Any:
+        return self._call_with_retry("write_transaction", *args, **kwargs)
+
+    def read_transaction(self, *args: Any, **kwargs: Any) -> Any:
+        return self._call_with_retry("read_transaction", *args, **kwargs)
+
+    def execute_write(self, *args: Any, **kwargs: Any) -> Any:
+        return self._call_with_retry("execute_write", *args, **kwargs)
+
+    def execute_read(self, *args: Any, **kwargs: Any) -> Any:
+        return self._call_with_retry("execute_read", *args, **kwargs)
+
+    def __getattr__(self, item: str) -> Any:
+        return getattr(self._session, item)
+
+    def _call_with_retry(self, method_name: str, *args: Any, **kwargs: Any) -> Any:
+        attempt = 0
+        last_exc: neo4j.exceptions.ServiceUnavailable | None = None
+
+        while attempt <= self._max_retries:
+            try:
+                method = getattr(self._session, method_name)
+                return method(*args, **kwargs)
+
+            except (
+                neo4j.exceptions.ServiceUnavailable
+            ) as exc:  # pragma: no cover - depends on infra
+                last_exc = exc
+                attempt += 1
+
+                if attempt > self._max_retries:
+                    raise
+
+                logger.warning(
+                    f"Neo4j session {method_name} failed with ServiceUnavailable ({attempt}/{self._max_retries} attempts). Retrying..."
+                )
+                self._refresh_session()
+
+        raise last_exc if last_exc else RuntimeError("Unexpected retry loop exit")
+
+    def _refresh_session(self) -> None:
+        if self._session is not None:
+            self._session.close()
+
+        self._close_driver()
+        self._session = self._session_factory()

api/src/backend/api/attack_paths/views_helpers.py

@@ -0,0 +1,143 @@
+import logging
+
+from typing import Any
+
+from rest_framework.exceptions import APIException, ValidationError
+
+from api.attack_paths import database as graph_database, AttackPathsQueryDefinition
+from api.models import AttackPathsScan
+from config.custom_logging import BackendLogger
+
+logger = logging.getLogger(BackendLogger.API)
+
+
+def normalize_run_payload(raw_data):
+    if not isinstance(raw_data, dict):  # Let the serializer handle this
+        return raw_data
+
+    if "data" in raw_data and isinstance(raw_data.get("data"), dict):
+        data_section = raw_data.get("data") or {}
+        attributes = data_section.get("attributes") or {}
+        payload = {
+            "id": attributes.get("id", data_section.get("id")),
+            "parameters": attributes.get("parameters"),
+        }
+
+        # Remove `None` parameters to allow defaults downstream
+        if payload.get("parameters") is None:
+            payload.pop("parameters")
+        return payload
+
+    return raw_data
+
+
+def prepare_query_parameters(
+    definition: AttackPathsQueryDefinition,
+    provided_parameters: dict[str, Any],
+    provider_uid: str,
+) -> dict[str, Any]:
+    parameters = dict(provided_parameters or {})
+    expected_names = {parameter.name for parameter in definition.parameters}
+    provided_names = set(parameters.keys())
+
+    unexpected = provided_names - expected_names
+    if unexpected:
+        raise ValidationError(
+            {"parameters": f"Unknown parameter(s): {', '.join(sorted(unexpected))}"}
+        )
+
+    missing = expected_names - provided_names
+    if missing:
+        raise ValidationError(
+            {
+                "parameters": f"Missing required parameter(s): {', '.join(sorted(missing))}"
+            }
+        )
+
+    clean_parameters = {
+        "provider_uid": str(provider_uid),
+    }
+
+    for definition_parameter in definition.parameters:
+        raw_value = provided_parameters[definition_parameter.name]
+
+        try:
+            casted_value = definition_parameter.cast(raw_value)
+
+        except (ValueError, TypeError) as exc:
+            raise ValidationError(
+                {
+                    "parameters": (
+                        f"Invalid value for parameter `{definition_parameter.name}`: {str(exc)}"
+                    )
+                }
+            )
+
+        clean_parameters[definition_parameter.name] = casted_value
+
+    return clean_parameters
+
+
+def execute_attack_paths_query(
+    attack_paths_scan: AttackPathsScan,
+    definition: AttackPathsQueryDefinition,
+    parameters: dict[str, Any],
+) -> dict[str, Any]:
+    try:
+        with graph_database.get_session(attack_paths_scan.graph_database) as session:
+            result = session.run(definition.cypher, parameters)
+            return _serialize_graph(result.graph())
+
+    except graph_database.GraphDatabaseQueryException as exc:
+        logger.error(f"Query failed for Attack Paths query `{definition.id}`: {exc}")
+        raise APIException(
+            "Attack Paths query execution failed due to a database error"
+        )
+
+
+def _serialize_graph(graph):
+    nodes = []
+    for node in graph.nodes:
+        nodes.append(
+            {
+                "id": node.element_id,
+                "labels": list(node.labels),
+                "properties": _serialize_properties(node._properties),
+            },
+        )
+
+    relationships = []
+    for relationship in graph.relationships:
+        relationships.append(
+            {
+                "id": relationship.element_id,
+                "label": relationship.type,
+                "source": relationship.start_node.element_id,
+                "target": relationship.end_node.element_id,
+                "properties": _serialize_properties(relationship._properties),
+            },
+        )
+
+    return {
+        "nodes": nodes,
+        "relationships": relationships,
+    }
+
+
+def _serialize_properties(properties: dict[str, Any]) -> dict[str, Any]:
+    """Convert Neo4j property values into JSON-serializable primitives."""
+
+    def _serialize_value(value: Any) -> Any:
+        # Neo4j temporal and spatial values expose `to_native` returning Python primitives
+        if hasattr(value, "to_native") and callable(value.to_native):
+            return _serialize_value(value.to_native())
+
+        if isinstance(value, (list, tuple)):
+            return [_serialize_value(item) for item in value]
+
+        if isinstance(value, dict):
+            return {key: _serialize_value(val) for key, val in value.items()}
+
+        return value
+
+    return {key: _serialize_value(val) for key, val in properties.items()}

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

@@ -1,13 +1,15 @@
+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 rest_framework_simplejwt.authentication import JWTAuthentication
 
-from api.db_router import MainRouter
+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
@@ -15,7 +17,7 @@ from api.rbac.permissions import HasPermissions
 
 
 class BaseViewSet(ModelViewSet):
-    authentication_classes = [JWTAuthentication]
+    authentication_classes = [CombinedJWTOrAPIKeyAuthentication]
     required_permissions = []
     permission_classes = [permissions.IsAuthenticated, HasPermissions]
     filter_backends = [
@@ -31,6 +33,20 @@ class BaseViewSet(ModelViewSet):
     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.
@@ -48,8 +64,21 @@ class BaseViewSet(ModelViewSet):
 
 class BaseRLSViewSet(BaseViewSet):
     def dispatch(self, request, *args, **kwargs):
-        with transaction.atomic():
-            return super().dispatch(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
@@ -61,7 +90,9 @@ class BaseRLSViewSet(BaseViewSet):
         if tenant_id is None:
             raise NotAuthenticated("Tenant ID is not present in token")
 
-        with rls_transaction(tenant_id):
+        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)
 
@@ -73,18 +104,33 @@ class BaseRLSViewSet(BaseViewSet):
 
 class BaseTenantViewset(BaseViewSet):
     def dispatch(self, request, *args, **kwargs):
-        with transaction.atomic():
-            tenant = super().dispatch(request, *args, **kwargs)
-
+        self.db_alias = self._get_request_db_alias(request)
+        alias_token = None
         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
+            if self.db_alias != MainRouter.default_db:
+                alias_token = set_read_db_alias(self.db_alias)
 
-        return tenant
+            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(
@@ -117,14 +163,31 @@ class BaseTenantViewset(BaseViewSet):
             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):
+        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):
-        with transaction.atomic():
-            return super().dispatch(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
@@ -137,6 +200,8 @@ class BaseUserViewset(BaseViewSet):
         if tenant_id is None:
             raise NotAuthenticated("Tenant ID is not present in token")
 
-        with rls_transaction(tenant_id):
+        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

@@ -144,18 +144,23 @@ def generate_scan_compliance(
     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
+                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):
@@ -225,6 +230,7 @@ def generate_compliance_overview_template(prowler_compliance: 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,

api/src/backend/api/db_router.py

@@ -1,9 +1,31 @@
+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"
 
     def db_for_read(self, model, **hints):  # noqa: F841
         model_table_name = model._meta.db_table
@@ -11,6 +33,9 @@ class MainRouter:
             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
@@ -23,7 +48,13 @@ class MainRouter:
         return db == self.admin_db
 
     def allow_relation(self, obj1, obj2, **hints):  # noqa: F841
-        # Allow relations if both objects are in either "default" or "admin" db connectors
-        if {obj1._state.db, obj2._state.db} <= {self.default_db, self.admin_db}:
+        # Allow relations when both objects originate from allowed connectors
+        allowed_dbs = {self.default_db, self.admin_db, self.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

@@ -1,17 +1,36 @@
 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 connection, models, transaction
+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"
@@ -26,6 +45,9 @@ 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);"
 
 
@@ -49,7 +71,11 @@ def psycopg_connection(database_alias: str):
 
 
 @contextmanager
-def rls_transaction(value: str, parameter: str = POSTGRES_TENANT_VAR):
+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.
@@ -57,16 +83,59 @@ def rls_transaction(value: str, parameter: str = POSTGRES_TENANT_VAR):
     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.
     """
-    with transaction.atomic():
-        with connection.cursor() as cursor:
-            try:
-                # just in case the value is an UUID object
-                uuid.UUID(str(value))
-            except ValueError:
-                raise ValidationError("Must be a valid UUID")
-            cursor.execute(SET_CONFIG_QUERY, [parameter, value])
-            yield cursor
+    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):
@@ -434,6 +503,12 @@ def drop_index_on_partitions(
         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
 
 

api/src/backend/api/exceptions.py

@@ -1,6 +1,10 @@
 from django.core.exceptions import ValidationError as django_validation_error
 from rest_framework import status
-from rest_framework.exceptions import APIException
+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
@@ -68,15 +72,18 @@ def custom_exception_handler(exc, context):
             exc = ValidationError(exc.message_dict)
         else:
             exc = ValidationError(detail=exc.messages[0], code=exc.code)
-    elif 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"]
-            ]
+    # 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)
 
 

api/src/backend/api/filters.py

@@ -27,7 +27,11 @@ from api.models import (
     Finding,
     Integration,
     Invitation,
+    AttackPathsScan,
+    LighthouseProviderConfiguration,
+    LighthouseProviderModels,
     Membership,
+    MuteRule,
     OverviewStatusChoices,
     PermissionChoices,
     Processor,
@@ -43,6 +47,8 @@ from api.models import (
     StateChoices,
     StatusChoices,
     Task,
+    TenantAPIKey,
+    ThreatScoreSnapshot,
     User,
 )
 from api.rls import Tenant
@@ -219,10 +225,39 @@ class MembershipFilter(FilterSet):
 
 
 class ProviderFilter(FilterSet):
-    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
-    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
-    connected = BooleanFilter()
+    inserted_at = DateFilter(
+        field_name="inserted_at",
+        lookup_expr="date",
+        help_text="""Filter by date when the provider was added
+        (format: YYYY-MM-DD)""",
+    )
+    updated_at = DateFilter(
+        field_name="updated_at",
+        lookup_expr="date",
+        help_text="""Filter by date when the provider was updated
+        (format: YYYY-MM-DD)""",
+    )
+    connected = BooleanFilter(
+        help_text="""Filter by connection status. Set to True to return only
+        connected providers, or False to return only providers with failed
+        connections. If not specified, both connected and failed providers are
+        included. Providers with no connection attempt (status is null) are
+        excluded from this filter."""
+    )
     provider = ChoiceFilter(choices=Provider.ProviderChoices.choices)
+    provider__in = ChoiceInFilter(
+        field_name="provider",
+        choices=Provider.ProviderChoices.choices,
+        lookup_expr="in",
+    )
+    provider_type = ChoiceFilter(
+        choices=Provider.ProviderChoices.choices, field_name="provider"
+    )
+    provider_type__in = ChoiceInFilter(
+        field_name="provider",
+        choices=Provider.ProviderChoices.choices,
+        lookup_expr="in",
+    )
 
     class Meta:
         model = Provider
@@ -296,6 +331,23 @@ class ScanFilter(ProviderRelationshipFilterSet):
         }
 
 
+class AttackPathsScanFilter(ProviderRelationshipFilterSet):
+    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
+    completed_at = DateFilter(field_name="completed_at", lookup_expr="date")
+    started_at = DateFilter(field_name="started_at", lookup_expr="date")
+    state = ChoiceFilter(choices=StateChoices.choices)
+    state__in = ChoiceInFilter(
+        field_name="state", choices=StateChoices.choices, lookup_expr="in"
+    )
+
+    class Meta:
+        model = AttackPathsScan
+        fields = {
+            "provider": ["exact", "in"],
+            "scan": ["exact", "in"],
+        }
+
+
 class TaskFilter(FilterSet):
     name = CharFilter(field_name="task_runner_task__task_name", lookup_expr="exact")
     name__icontains = CharFilter(
@@ -648,8 +700,16 @@ class LatestFindingFilter(CommonFindingFilters):
 
 
 class ProviderSecretFilter(FilterSet):
-    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
-    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
+    inserted_at = DateFilter(
+        field_name="inserted_at",
+        lookup_expr="date",
+        help_text="Filter by date when the secret was added (format: YYYY-MM-DD)",
+    )
+    updated_at = DateFilter(
+        field_name="updated_at",
+        lookup_expr="date",
+        help_text="Filter by date when the secret was updated (format: YYYY-MM-DD)",
+    )
     provider = UUIDFilter(field_name="provider__id", lookup_expr="exact")
 
     class Meta:
@@ -735,6 +795,7 @@ class ComplianceOverviewFilter(FilterSet):
 class ScanSummaryFilter(FilterSet):
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
     provider_id = UUIDFilter(field_name="scan__provider__id", lookup_expr="exact")
+    provider_id__in = UUIDInFilter(field_name="scan__provider__id", lookup_expr="in")
     provider_type = ChoiceFilter(
         field_name="scan__provider__provider", choices=Provider.ProviderChoices.choices
     )
@@ -769,7 +830,8 @@ class ScanSummarySeverityFilter(ScanSummaryFilter):
         elif value == OverviewStatusChoices.PASS:
             return queryset.annotate(status_count=F("_pass"))
         else:
-            return queryset.annotate(status_count=F("total"))
+            # Exclude muted findings by default
+            return queryset.annotate(status_count=F("_pass") + F("fail"))
 
     def filter_status_in(self, queryset, name, value):
         # Validate the status values
@@ -778,7 +840,7 @@ class ScanSummarySeverityFilter(ScanSummaryFilter):
             if status_val not in valid_statuses:
                 raise ValidationError(f"Invalid status value: {status_val}")
 
-        # If all statuses or no valid statuses, use total
+        # If all statuses or no valid statuses, exclude muted findings (pass + fail)
         if (
             set(value)
             >= {
@@ -787,7 +849,7 @@ class ScanSummarySeverityFilter(ScanSummaryFilter):
             }
             or not value
         ):
-            return queryset.annotate(status_count=F("total"))
+            return queryset.annotate(status_count=F("_pass") + F("fail"))
 
         # Build the sum expression based on status values
         sum_expression = None
@@ -805,7 +867,7 @@ class ScanSummarySeverityFilter(ScanSummaryFilter):
                 sum_expression = sum_expression + field_expr
 
         if sum_expression is None:
-            return queryset.annotate(status_count=F("total"))
+            return queryset.annotate(status_count=F("_pass") + F("fail"))
 
         return queryset.annotate(status_count=sum_expression)
 
@@ -817,26 +879,6 @@ class ScanSummarySeverityFilter(ScanSummaryFilter):
         }
 
 
-class ServiceOverviewFilter(ScanSummaryFilter):
-    def is_valid(self):
-        # Check if at least one of the inserted_at filters is present
-        inserted_at_filters = [
-            self.data.get("inserted_at"),
-            self.data.get("inserted_at__gte"),
-            self.data.get("inserted_at__lte"),
-        ]
-        if not any(inserted_at_filters):
-            raise ValidationError(
-                {
-                    "inserted_at": [
-                        "At least one of filter[inserted_at], filter[inserted_at__gte], or "
-                        "filter[inserted_at__lte] is required."
-                    ]
-                }
-            )
-        return super().is_valid()
-
-
 class IntegrationFilter(FilterSet):
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
     integration_type = ChoiceFilter(choices=Integration.IntegrationChoices.choices)
@@ -880,3 +922,112 @@ class IntegrationJiraFindingsFilter(FilterSet):
                 }
             )
         return super().filter_queryset(queryset)
+
+
+class TenantApiKeyFilter(FilterSet):
+    inserted_at = DateFilter(field_name="created", lookup_expr="date")
+    inserted_at__gte = DateFilter(field_name="created", lookup_expr="gte")
+    inserted_at__lte = DateFilter(field_name="created", lookup_expr="lte")
+    expires_at = DateFilter(field_name="expiry_date", lookup_expr="date")
+    expires_at__gte = DateFilter(field_name="expiry_date", lookup_expr="gte")
+    expires_at__lte = DateFilter(field_name="expiry_date", lookup_expr="lte")
+
+    class Meta:
+        model = TenantAPIKey
+        fields = {
+            "prefix": ["exact", "icontains"],
+            "revoked": ["exact"],
+            "name": ["exact", "icontains"],
+        }
+
+
+class LighthouseProviderConfigFilter(FilterSet):
+    provider_type = ChoiceFilter(
+        choices=LighthouseProviderConfiguration.LLMProviderChoices.choices
+    )
+    provider_type__in = ChoiceInFilter(
+        choices=LighthouseProviderConfiguration.LLMProviderChoices.choices,
+        field_name="provider_type",
+        lookup_expr="in",
+    )
+    is_active = BooleanFilter()
+
+    class Meta:
+        model = LighthouseProviderConfiguration
+        fields = {
+            "provider_type": ["exact", "in"],
+            "is_active": ["exact"],
+        }
+
+
+class LighthouseProviderModelsFilter(FilterSet):
+    provider_type = ChoiceFilter(
+        choices=LighthouseProviderConfiguration.LLMProviderChoices.choices,
+        field_name="provider_configuration__provider_type",
+    )
+    provider_type__in = ChoiceInFilter(
+        choices=LighthouseProviderConfiguration.LLMProviderChoices.choices,
+        field_name="provider_configuration__provider_type",
+        lookup_expr="in",
+    )
+
+    # Allow filtering by model id
+    model_id = CharFilter(field_name="model_id", lookup_expr="exact")
+    model_id__icontains = CharFilter(field_name="model_id", lookup_expr="icontains")
+    model_id__in = CharInFilter(field_name="model_id", lookup_expr="in")
+
+    class Meta:
+        model = LighthouseProviderModels
+        fields = {
+            "model_id": ["exact", "icontains", "in"],
+        }
+
+
+class MuteRuleFilter(FilterSet):
+    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
+    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
+    created_by = UUIDFilter(field_name="created_by__id", lookup_expr="exact")
+
+    class Meta:
+        model = MuteRule
+        fields = {
+            "id": ["exact", "in"],
+            "name": ["exact", "icontains"],
+            "reason": ["icontains"],
+            "enabled": ["exact"],
+            "inserted_at": ["gte", "lte"],
+            "updated_at": ["gte", "lte"],
+        }
+
+
+class ThreatScoreSnapshotFilter(FilterSet):
+    """
+    Filter for ThreatScore snapshots.
+    Allows filtering by scan, provider, compliance_id, and date ranges.
+    """
+
+    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
+    scan_id = UUIDFilter(field_name="scan__id", lookup_expr="exact")
+    scan_id__in = UUIDInFilter(field_name="scan__id", lookup_expr="in")
+    provider_id = UUIDFilter(field_name="provider__id", lookup_expr="exact")
+    provider_id__in = UUIDInFilter(field_name="provider__id", lookup_expr="in")
+    provider_type = ChoiceFilter(
+        field_name="provider__provider", choices=Provider.ProviderChoices.choices
+    )
+    provider_type__in = ChoiceInFilter(
+        field_name="provider__provider",
+        choices=Provider.ProviderChoices.choices,
+        lookup_expr="in",
+    )
+    compliance_id = CharFilter(field_name="compliance_id", lookup_expr="exact")
+    compliance_id__in = CharInFilter(field_name="compliance_id", lookup_expr="in")
+
+    class Meta:
+        model = ThreatScoreSnapshot
+        fields = {
+            "scan": ["exact", "in"],
+            "provider": ["exact", "in"],
+            "compliance_id": ["exact", "in"],
+            "inserted_at": ["date", "gte", "lte"],
+            "overall_score": ["exact", "gte", "lte"],
+        }

api/src/backend/api/fixtures/dev/8_dev_attack_paths_scans.json

@@ -0,0 +1,41 @@
+[
+  {
+    "model": "api.attackpathsscan",
+    "pk": "a7f0f6de-6f8e-4b3a-8cbe-3f6dd9012345",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "b85601a8-4b45-4194-8135-03fb980ef428",
+      "scan": "01920573-aa9c-73c9-bcda-f2e35c9b19d2",
+      "state": "completed",
+      "progress": 100,
+      "update_tag": 1693586667,
+      "graph_database": "db-a7f0f6de-6f8e-4b3a-8cbe-3f6dd9012345",
+      "is_graph_database_deleted": false,
+      "task": null,
+      "inserted_at": "2024-09-01T17:24:37Z",
+      "updated_at": "2024-09-01T17:44:37Z",
+      "started_at": "2024-09-01T17:34:37Z",
+      "completed_at": "2024-09-01T17:44:37Z",
+      "duration": 269,
+      "ingestion_exceptions": {}
+    }
+  },
+  {
+    "model": "api.attackpathsscan",
+    "pk": "4a2fb2af-8a60-4d7d-9cae-4ca65e098765",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "provider": "15fce1fa-ecaa-433f-a9dc-62553f3a2555",
+      "scan": "01929f3b-ed2e-7623-ad63-7c37cd37828f",
+      "state": "executing",
+      "progress": 48,
+      "update_tag": 1697625000,
+      "graph_database": "db-4a2fb2af-8a60-4d7d-9cae-4ca65e098765",
+      "is_graph_database_deleted": false,
+      "task": null,
+      "inserted_at": "2024-10-18T10:55:57Z",
+      "updated_at": "2024-10-18T10:56:15Z",
+      "started_at": "2024-10-18T10:56:05Z"
+    }
+  }
+]

api/src/backend/api/middleware.py

@@ -8,9 +8,14 @@ def extract_auth_info(request) -> dict:
     if getattr(request, "auth", None) is not None:
         tenant_id = request.auth.get("tenant_id", "N/A")
         user_id = request.auth.get("sub", "N/A")
+        api_key_prefix = request.auth.get("api_key_prefix", "N/A")
     else:
-        tenant_id, user_id = "N/A", "N/A"
-    return {"tenant_id": tenant_id, "user_id": user_id}
+        tenant_id, user_id, api_key_prefix = "N/A", "N/A", "N/A"
+    return {
+        "tenant_id": tenant_id,
+        "user_id": user_id,
+        "api_key_prefix": api_key_prefix,
+    }
 
 
 class APILoggingMiddleware:
@@ -38,6 +43,7 @@ class APILoggingMiddleware:
             extra={
                 "user_id": auth_info["user_id"],
                 "tenant_id": auth_info["tenant_id"],
+                "api_key_prefix": auth_info["api_key_prefix"],
                 "method": request.method,
                 "path": request.path,
                 "query_params": request.GET.dict(),

api/src/backend/api/migrations/0048_api_key.py

@@ -0,0 +1,136 @@
+# Generated by Django 5.1.12 on 2025-09-30 13:10
+
+import uuid
+
+import django.core.validators
+import django.db.models.deletion
+import drf_simple_apikey.models
+from django.conf import settings
+from django.db import migrations, models
+
+import api.db_utils
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0047_remove_integration_unique_configuration_per_tenant"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="TenantAPIKey",
+            fields=[
+                (
+                    "name",
+                    models.CharField(
+                        max_length=100,
+                        validators=[django.core.validators.MinLengthValidator(3)],
+                    ),
+                ),
+                (
+                    "expiry_date",
+                    models.DateTimeField(
+                        default=drf_simple_apikey.models._expiry_date,
+                        help_text="Once API key expires, entities cannot use it anymore.",
+                        verbose_name="Expires",
+                    ),
+                ),
+                (
+                    "revoked",
+                    models.BooleanField(
+                        blank=True,
+                        default=False,
+                        help_text="If the API key is revoked, entities cannot use it anymore. (This cannot be undone.)",
+                    ),
+                ),
+                ("created", models.DateTimeField(auto_now_add=True, editable=False)),
+                (
+                    "whitelisted_ips",
+                    models.JSONField(
+                        blank=True,
+                        help_text="List of allowed IP addresses for this API key.",
+                        null=True,
+                    ),
+                ),
+                (
+                    "blacklisted_ips",
+                    models.JSONField(
+                        blank=True,
+                        help_text="List of denied IP addresses for this API key.",
+                        null=True,
+                    ),
+                ),
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                (
+                    "prefix",
+                    models.CharField(
+                        default=api.db_utils.generate_api_key_prefix,
+                        editable=False,
+                        help_text="Unique prefix to identify the API key",
+                        max_length=11,
+                        unique=True,
+                    ),
+                ),
+                (
+                    "last_used_at",
+                    models.DateTimeField(
+                        blank=True,
+                        help_text="Last time this API key was used for authentication",
+                        null=True,
+                    ),
+                ),
+                (
+                    "entity",
+                    models.ForeignKey(
+                        blank=True,
+                        null=True,
+                        on_delete=django.db.models.deletion.SET_NULL,
+                        related_name="user_api_keys",
+                        to=settings.AUTH_USER_MODEL,
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "api_keys",
+                "abstract": False,
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "prefix"],
+                        name="api_keys_tenant_prefix_idx",
+                    )
+                ],
+                "constraints": [
+                    models.UniqueConstraint(
+                        fields=("tenant_id", "prefix"), name="unique_api_key_prefixes"
+                    ),
+                    models.UniqueConstraint(
+                        fields=("tenant_id", "name"),
+                        name="unique_api_key_name_per_tenant",
+                    ),
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="tenantapikey",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_tenantapikey",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0049_compliancerequirementoverview_passed_failed_findings.py

@@ -0,0 +1,21 @@
+# Generated by Django 5.1.12 on 2025-10-07 10:41
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0048_api_key"),
+    ]
+    operations = [
+        migrations.AddField(
+            model_name="compliancerequirementoverview",
+            name="passed_findings",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="compliancerequirementoverview",
+            name="total_findings",
+            field=models.IntegerField(default=0),
+        ),
+    ]

api/src/backend/api/migrations/0050_lighthouse_multi_llm.py

@@ -0,0 +1,266 @@
+# Generated by Django 5.1.12 on 2025-10-09 07:50
+
+import json
+import logging
+import uuid
+
+import django.db.models.deletion
+from config.custom_logging import BackendLogger
+from cryptography.fernet import Fernet
+from django.conf import settings
+from django.db import migrations, models
+
+import api.rls
+from api.db_router import MainRouter
+
+logger = logging.getLogger(BackendLogger.API)
+
+
+def migrate_lighthouse_configs_forward(apps, schema_editor):
+    """
+    Migrate data from old LighthouseConfiguration to new multi-provider models.
+    Old system: one LighthouseConfiguration per tenant (always OpenAI).
+    """
+    LighthouseConfiguration = apps.get_model("api", "LighthouseConfiguration")
+    LighthouseProviderConfiguration = apps.get_model(
+        "api", "LighthouseProviderConfiguration"
+    )
+    LighthouseTenantConfiguration = apps.get_model(
+        "api", "LighthouseTenantConfiguration"
+    )
+    LighthouseProviderModels = apps.get_model("api", "LighthouseProviderModels")
+
+    fernet = Fernet(settings.SECRETS_ENCRYPTION_KEY.encode())
+
+    # Migrate only tenants that actually have a LighthouseConfiguration
+    for old_config in (
+        LighthouseConfiguration.objects.using(MainRouter.admin_db)
+        .select_related("tenant")
+        .all()
+    ):
+        tenant = old_config.tenant
+        tenant_id = str(tenant.id)
+
+        try:
+            # Create OpenAI provider configuration for this tenant
+            api_key_decrypted = fernet.decrypt(bytes(old_config.api_key)).decode()
+            credentials_encrypted = fernet.encrypt(
+                json.dumps({"api_key": api_key_decrypted}).encode()
+            )
+            provider_config = LighthouseProviderConfiguration.objects.using(
+                MainRouter.admin_db
+            ).create(
+                tenant=tenant,
+                provider_type="openai",
+                credentials=credentials_encrypted,
+                is_active=old_config.is_active,
+            )
+
+            # Create tenant configuration from old values
+            LighthouseTenantConfiguration.objects.using(MainRouter.admin_db).create(
+                tenant=tenant,
+                business_context=old_config.business_context or "",
+                default_provider="openai",
+                default_models={"openai": old_config.model},
+            )
+
+            # Create initial provider model record
+            LighthouseProviderModels.objects.using(MainRouter.admin_db).create(
+                tenant=tenant,
+                provider_configuration=provider_config,
+                model_id=old_config.model,
+                model_name=old_config.model,
+                default_parameters={},
+            )
+
+        except Exception:
+            logger.exception(
+                "Failed to migrate lighthouse config for tenant %s", tenant_id
+            )
+            continue
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0049_compliancerequirementoverview_passed_failed_findings"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="LighthouseProviderConfiguration",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "provider_type",
+                    models.CharField(
+                        choices=[("openai", "OpenAI")],
+                        help_text="LLM provider name",
+                        max_length=50,
+                    ),
+                ),
+                ("base_url", models.URLField(blank=True, null=True)),
+                (
+                    "credentials",
+                    models.BinaryField(
+                        help_text="Encrypted JSON credentials for the provider"
+                    ),
+                ),
+                ("is_active", models.BooleanField(default=True)),
+            ],
+            options={
+                "db_table": "lighthouse_provider_configurations",
+                "abstract": False,
+            },
+        ),
+        migrations.CreateModel(
+            name="LighthouseProviderModels",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                ("model_id", models.CharField(max_length=100)),
+                ("model_name", models.CharField(max_length=100)),
+                ("default_parameters", models.JSONField(blank=True, default=dict)),
+            ],
+            options={
+                "db_table": "lighthouse_provider_models",
+                "abstract": False,
+            },
+        ),
+        migrations.CreateModel(
+            name="LighthouseTenantConfiguration",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                ("business_context", models.TextField(blank=True, default="")),
+                ("default_provider", models.CharField(blank=True, max_length=50)),
+                ("default_models", models.JSONField(blank=True, default=dict)),
+            ],
+            options={
+                "db_table": "lighthouse_tenant_config",
+                "abstract": False,
+            },
+        ),
+        migrations.AddField(
+            model_name="lighthouseproviderconfiguration",
+            name="tenant",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+            ),
+        ),
+        migrations.AddField(
+            model_name="lighthouseprovidermodels",
+            name="provider_configuration",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE,
+                related_name="available_models",
+                to="api.lighthouseproviderconfiguration",
+            ),
+        ),
+        migrations.AddField(
+            model_name="lighthouseprovidermodels",
+            name="tenant",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+            ),
+        ),
+        migrations.AddField(
+            model_name="lighthousetenantconfiguration",
+            name="tenant",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="lighthouseproviderconfiguration",
+            index=models.Index(
+                fields=["tenant_id", "provider_type"], name="lh_pc_tenant_type_idx"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthouseproviderconfiguration",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_lighthouseproviderconfiguration",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthouseproviderconfiguration",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "provider_type"),
+                name="unique_provider_config_per_tenant",
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="lighthouseprovidermodels",
+            index=models.Index(
+                fields=["tenant_id", "provider_configuration"],
+                name="lh_prov_models_cfg_idx",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthouseprovidermodels",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_lighthouseprovidermodels",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthouseprovidermodels",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "provider_configuration", "model_id"),
+                name="unique_provider_model_per_configuration",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthousetenantconfiguration",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_lighthousetenantconfiguration",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="lighthousetenantconfiguration",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id",), name="unique_tenant_lighthouse_config"
+            ),
+        ),
+        # Migrate data from old LighthouseConfiguration to new tables
+        # This runs after all tables, indexes, and constraints are created
+        # The old Lighthouse configuration table is not removed, so reverse_code is noop
+        # During rollbacks, the old Lighthouse configuration remains intact while the new tables are removed
+        migrations.RunPython(
+            migrate_lighthouse_configs_forward,
+            reverse_code=migrations.RunPython.noop,
+        ),
+    ]

api/src/backend/api/migrations/0051_oraclecloud_provider.py

@@ -0,0 +1,34 @@
+# Generated by Django 5.1.7 on 2025-10-14 00:00
+
+from django.db import migrations
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0050_lighthouse_multi_llm"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="provider",
+            field=api.db_utils.ProviderEnumField(
+                choices=[
+                    ("aws", "AWS"),
+                    ("azure", "Azure"),
+                    ("gcp", "GCP"),
+                    ("kubernetes", "Kubernetes"),
+                    ("m365", "M365"),
+                    ("github", "GitHub"),
+                    ("oraclecloud", "Oracle Cloud Infrastructure"),
+                ],
+                default="aws",
+            ),
+        ),
+        migrations.RunSQL(
+            "ALTER TYPE provider ADD VALUE IF NOT EXISTS 'oraclecloud';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0052_mute_rules.py

@@ -0,0 +1,117 @@
+# Generated by Django 5.1.13 on 2025-10-22 11:56
+
+import uuid
+
+import django.contrib.postgres.fields
+import django.core.validators
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0051_oraclecloud_provider"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="MuteRule",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "name",
+                    models.CharField(
+                        help_text="Human-readable name for this rule",
+                        max_length=100,
+                        validators=[django.core.validators.MinLengthValidator(3)],
+                    ),
+                ),
+                (
+                    "reason",
+                    models.TextField(
+                        help_text="Reason for muting",
+                        max_length=500,
+                        validators=[django.core.validators.MinLengthValidator(3)],
+                    ),
+                ),
+                (
+                    "enabled",
+                    models.BooleanField(
+                        default=True, help_text="Whether this rule is currently enabled"
+                    ),
+                ),
+                (
+                    "finding_uids",
+                    django.contrib.postgres.fields.ArrayField(
+                        base_field=models.CharField(max_length=255),
+                        help_text="List of finding UIDs to mute",
+                        size=None,
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "mute_rules",
+                "abstract": False,
+            },
+        ),
+        migrations.AddField(
+            model_name="finding",
+            name="muted_at",
+            field=models.DateTimeField(
+                blank=True, help_text="Timestamp when this finding was muted", null=True
+            ),
+        ),
+        migrations.AlterField(
+            model_name="tenantapikey",
+            name="name",
+            field=models.CharField(
+                max_length=100,
+                validators=[django.core.validators.MinLengthValidator(3)],
+            ),
+        ),
+        migrations.AddField(
+            model_name="muterule",
+            name="created_by",
+            field=models.ForeignKey(
+                help_text="User who created this rule",
+                null=True,
+                on_delete=django.db.models.deletion.SET_NULL,
+                related_name="created_mute_rules",
+                to=settings.AUTH_USER_MODEL,
+            ),
+        ),
+        migrations.AddField(
+            model_name="muterule",
+            name="tenant",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="muterule",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_muterule",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="muterule",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "name"), name="unique_mute_rule_name_per_tenant"
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0053_lighthouse_bedrock_openai_compatible.py

@@ -0,0 +1,25 @@
+# Generated by Django 5.1.12 on 2025-10-14 11:46
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0052_mute_rules"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="lighthouseproviderconfiguration",
+            name="provider_type",
+            field=models.CharField(
+                choices=[
+                    ("openai", "OpenAI"),
+                    ("bedrock", "AWS Bedrock"),
+                    ("openai_compatible", "OpenAI Compatible"),
+                ],
+                help_text="LLM provider name",
+                max_length=50,
+            ),
+        )
+    ]

api/src/backend/api/migrations/0054_iac_provider.py

@@ -0,0 +1,35 @@
+# Generated by Django 5.1.10 on 2025-09-09 09:25
+
+from django.db import migrations
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0053_lighthouse_bedrock_openai_compatible"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="provider",
+            field=api.db_utils.ProviderEnumField(
+                choices=[
+                    ("aws", "AWS"),
+                    ("azure", "Azure"),
+                    ("gcp", "GCP"),
+                    ("kubernetes", "Kubernetes"),
+                    ("m365", "M365"),
+                    ("github", "GitHub"),
+                    ("oraclecloud", "Oracle Cloud Infrastructure"),
+                    ("iac", "IaC"),
+                ],
+                default="aws",
+            ),
+        ),
+        migrations.RunSQL(
+            "ALTER TYPE provider ADD VALUE IF NOT EXISTS 'iac';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0055_mongodbatlas_provider.py

@@ -0,0 +1,36 @@
+# Generated by Django 5.1.13 on 2025-11-05 08:37
+
+from django.db import migrations
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0054_iac_provider"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="provider",
+            field=api.db_utils.ProviderEnumField(
+                choices=[
+                    ("aws", "AWS"),
+                    ("azure", "Azure"),
+                    ("gcp", "GCP"),
+                    ("kubernetes", "Kubernetes"),
+                    ("m365", "M365"),
+                    ("github", "GitHub"),
+                    ("mongodbatlas", "MongoDB Atlas"),
+                    ("iac", "IaC"),
+                    ("oraclecloud", "Oracle Cloud Infrastructure"),
+                ],
+                default="aws",
+            ),
+        ),
+        migrations.RunSQL(
+            "ALTER TYPE provider ADD VALUE IF NOT EXISTS 'mongodbatlas';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0056_remove_provider_unique_provider_uids_and_more.py

@@ -0,0 +1,24 @@
+# Generated by Django 5.1.13 on 2025-11-06 09:20
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0055_mongodbatlas_provider"),
+    ]
+
+    operations = [
+        migrations.RemoveConstraint(
+            model_name="provider",
+            name="unique_provider_uids",
+        ),
+        migrations.AddConstraint(
+            model_name="provider",
+            constraint=models.UniqueConstraint(
+                condition=models.Q(("is_deleted", False)),
+                fields=("tenant_id", "provider", "uid"),
+                name="unique_provider_uids",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0057_threatscoresnapshot.py

@@ -0,0 +1,170 @@
+# Generated by Django 5.1.13 on 2025-10-31 09:04
+
+import uuid
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0056_remove_provider_unique_provider_uids_and_more"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="ThreatScoreSnapshot",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "compliance_id",
+                    models.CharField(
+                        help_text="Compliance framework ID (e.g., 'prowler_threatscore_aws')",
+                        max_length=100,
+                    ),
+                ),
+                (
+                    "overall_score",
+                    models.DecimalField(
+                        decimal_places=2,
+                        help_text="Overall ThreatScore percentage (0-100)",
+                        max_digits=5,
+                    ),
+                ),
+                (
+                    "score_delta",
+                    models.DecimalField(
+                        blank=True,
+                        decimal_places=2,
+                        help_text="Score change compared to previous snapshot (positive = improvement)",
+                        max_digits=5,
+                        null=True,
+                    ),
+                ),
+                (
+                    "section_scores",
+                    models.JSONField(
+                        blank=True,
+                        default=dict,
+                        help_text="ThreatScore breakdown by section",
+                    ),
+                ),
+                (
+                    "critical_requirements",
+                    models.JSONField(
+                        blank=True,
+                        default=list,
+                        help_text="List of critical failed requirements (risk >= 4)",
+                    ),
+                ),
+                (
+                    "total_requirements",
+                    models.IntegerField(
+                        default=0, help_text="Total number of requirements evaluated"
+                    ),
+                ),
+                (
+                    "passed_requirements",
+                    models.IntegerField(
+                        default=0, help_text="Number of requirements with PASS status"
+                    ),
+                ),
+                (
+                    "failed_requirements",
+                    models.IntegerField(
+                        default=0, help_text="Number of requirements with FAIL status"
+                    ),
+                ),
+                (
+                    "manual_requirements",
+                    models.IntegerField(
+                        default=0, help_text="Number of requirements with MANUAL status"
+                    ),
+                ),
+                (
+                    "total_findings",
+                    models.IntegerField(
+                        default=0,
+                        help_text="Total number of findings across all requirements",
+                    ),
+                ),
+                (
+                    "passed_findings",
+                    models.IntegerField(
+                        default=0, help_text="Number of findings with PASS status"
+                    ),
+                ),
+                (
+                    "failed_findings",
+                    models.IntegerField(
+                        default=0, help_text="Number of findings with FAIL status"
+                    ),
+                ),
+                (
+                    "provider",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="threatscore_snapshots",
+                        related_query_name="threatscore_snapshot",
+                        to="api.provider",
+                    ),
+                ),
+                (
+                    "scan",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="threatscore_snapshots",
+                        related_query_name="threatscore_snapshot",
+                        to="api.scan",
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "threatscore_snapshots",
+                "abstract": False,
+            },
+        ),
+        migrations.AddIndex(
+            model_name="threatscoresnapshot",
+            index=models.Index(
+                fields=["tenant_id", "scan_id"], name="threatscore_snap_t_scan_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="threatscoresnapshot",
+            index=models.Index(
+                fields=["tenant_id", "provider_id"], name="threatscore_snap_t_prov_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="threatscoresnapshot",
+            index=models.Index(
+                fields=["tenant_id", "inserted_at"], name="threatscore_snap_t_time_idx"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="threatscoresnapshot",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_threatscoresnapshot",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0058_drop_redundant_compliance_requirement_indexes.py

@@ -0,0 +1,29 @@
+from django.contrib.postgres.operations import RemoveIndexConcurrently
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0057_threatscoresnapshot"),
+    ]
+
+    operations = [
+        RemoveIndexConcurrently(
+            model_name="compliancerequirementoverview",
+            name="cro_tenant_scan_idx",
+        ),
+        RemoveIndexConcurrently(
+            model_name="compliancerequirementoverview",
+            name="cro_scan_comp_idx",
+        ),
+        RemoveIndexConcurrently(
+            model_name="compliancerequirementoverview",
+            name="cro_scan_comp_req_idx",
+        ),
+        RemoveIndexConcurrently(
+            model_name="compliancerequirementoverview",
+            name="cro_scan_comp_req_reg_idx",
+        ),
+    ]

api/src/backend/api/migrations/0059_compliance_overview_summary.py

@@ -0,0 +1,75 @@
+# Generated by Django 5.1.13 on 2025-10-30 15:23
+
+import uuid
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0058_drop_redundant_compliance_requirement_indexes"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="ComplianceOverviewSummary",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("compliance_id", models.TextField()),
+                ("requirements_passed", models.IntegerField(default=0)),
+                ("requirements_failed", models.IntegerField(default=0)),
+                ("requirements_manual", models.IntegerField(default=0)),
+                ("total_requirements", models.IntegerField(default=0)),
+                (
+                    "scan",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="compliance_summaries",
+                        related_query_name="compliance_summary",
+                        to="api.scan",
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "compliance_overview_summaries",
+                "abstract": False,
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "scan_id"], name="cos_tenant_scan_idx"
+                    )
+                ],
+                "constraints": [
+                    models.UniqueConstraint(
+                        fields=("tenant_id", "scan_id", "compliance_id"),
+                        name="unique_compliance_summary_per_scan",
+                    )
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="complianceoverviewsummary",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_complianceoverviewsummary",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0060_attack_paths_scan.py

@@ -0,0 +1,154 @@
+# Generated by Django 5.1.13 on 2025-11-06 16:20
+
+import django.db.models.deletion
+
+from django.db import migrations, models
+from uuid6 import uuid7
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0059_compliance_overview_summary"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="AttackPathsScan",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid7,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "state",
+                    api.db_utils.StateEnumField(
+                        choices=[
+                            ("available", "Available"),
+                            ("scheduled", "Scheduled"),
+                            ("executing", "Executing"),
+                            ("completed", "Completed"),
+                            ("failed", "Failed"),
+                            ("cancelled", "Cancelled"),
+                        ],
+                        default="available",
+                    ),
+                ),
+                ("progress", models.IntegerField(default=0)),
+                ("started_at", models.DateTimeField(blank=True, null=True)),
+                ("completed_at", models.DateTimeField(blank=True, null=True)),
+                (
+                    "duration",
+                    models.IntegerField(
+                        blank=True, help_text="Duration in seconds", null=True
+                    ),
+                ),
+                (
+                    "update_tag",
+                    models.BigIntegerField(
+                        blank=True,
+                        help_text="Cartography update tag (epoch)",
+                        null=True,
+                    ),
+                ),
+                (
+                    "graph_database",
+                    models.CharField(blank=True, max_length=63, null=True),
+                ),
+                (
+                    "is_graph_database_deleted",
+                    models.BooleanField(default=False),
+                ),
+                (
+                    "ingestion_exceptions",
+                    models.JSONField(blank=True, default=dict, null=True),
+                ),
+                (
+                    "provider",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="attack_paths_scans",
+                        related_query_name="attack_paths_scan",
+                        to="api.provider",
+                    ),
+                ),
+                (
+                    "scan",
+                    models.ForeignKey(
+                        blank=True,
+                        null=True,
+                        on_delete=django.db.models.deletion.SET_NULL,
+                        related_name="attack_paths_scans",
+                        related_query_name="attack_paths_scan",
+                        to="api.scan",
+                    ),
+                ),
+                (
+                    "task",
+                    models.ForeignKey(
+                        blank=True,
+                        null=True,
+                        on_delete=django.db.models.deletion.SET_NULL,
+                        related_name="attack_paths_scans",
+                        related_query_name="attack_paths_scan",
+                        to="api.task",
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "attack_paths_scans",
+                "abstract": False,
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "provider_id", "-inserted_at"],
+                        name="aps_prov_ins_desc_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "state", "-inserted_at"],
+                        name="aps_state_ins_desc_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id"],
+                        name="aps_scan_lookup_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "provider_id"],
+                        name="aps_active_graph_idx",
+                        include=["graph_database", "id"],
+                        condition=models.Q(("is_graph_database_deleted", False)),
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "provider_id", "-completed_at"],
+                        name="aps_completed_graph_idx",
+                        include=["graph_database", "id"],
+                        condition=models.Q(
+                            ("state", "completed"),
+                            ("is_graph_database_deleted", False),
+                        ),
+                    ),
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="attackpathsscan",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_attackpathsscan",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]