feat: add changelog

Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>

.env

@@ -3,16 +3,23 @@
 # For production, it is recommended to use a secure method to store these variables and change the default secret keys.
 
 #### Prowler UI Configuration ####
-PROWLER_UI_VERSION="latest"
-SITE_URL=http://localhost:3000
+PROWLER_UI_VERSION="stable"
+AUTH_URL=http://localhost:3000
 API_BASE_URL=http://prowler-api:8080/api/v1
+NEXT_PUBLIC_API_BASE_URL=${API_BASE_URL}
+NEXT_PUBLIC_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
 AUTH_TRUST_HOST=true
 UI_PORT=3000
+# 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=""
+
 
 #### Prowler API Configuration ####
-PROWLER_API_VERSION="latest"
+PROWLER_API_VERSION="stable"
 # PostgreSQL settings
 # If running Django and celery on host, use 'localhost', else use 'postgres-db'
 POSTGRES_HOST=postgres-db
@@ -23,12 +30,40 @@ POSTGRES_USER=prowler
 POSTGRES_PASSWORD=postgres
 POSTGRES_DB=prowler_db
 
+# Celery-Prowler task settings
+TASK_RETRY_DELAY_SECONDS=0.1
+TASK_RETRY_ATTEMPTS=5
+
 # Valkey settings
 # If running Valkey and celery on host, use localhost, else use 'valkey'
 VALKEY_HOST=valkey
 VALKEY_PORT=6379
 VALKEY_DB=0
 
+# API scan settings
+
+# The path to the directory where scan output should be stored
+DJANGO_TMP_OUTPUT_DIRECTORY="/tmp/prowler_api_output"
+
+# The maximum number of findings to process in a single batch
+DJANGO_FINDINGS_BATCH_SIZE=1000
+
+# The AWS access key to be used when uploading scan output to an S3 bucket
+# If left empty, default AWS credentials resolution behavior will be used
+DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID=""
+
+# The AWS secret key to be used when uploading scan output to an S3 bucket
+DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY=""
+
+# An optional AWS session token
+DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN=""
+
+# The AWS region where your S3 bucket is located (e.g., "us-east-1")
+DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION=""
+
+# The name of the S3 bucket where scan output should be stored
+DJANGO_OUTPUT_S3_AWS_OUTPUT_BUCKET=""
+
 # Django settings
 DJANGO_ALLOWED_HOSTS=localhost,127.0.0.1,prowler-api
 DJANGO_BIND_ADDRESS=0.0.0.0
@@ -50,44 +85,36 @@ 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
+DJANGO_SENTRY_DSN=
+DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
+
+# Sentry settings
+SENTRY_ENVIRONMENT=local
+SENTRY_RELEASE=local
+
+#### Prowler release version ####
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.12.2
+
+# Social login credentials
+SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
+SOCIAL_GOOGLE_OAUTH_CLIENT_ID=""
+SOCIAL_GOOGLE_OAUTH_CLIENT_SECRET=""
+
+SOCIAL_GITHUB_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/github"
+SOCIAL_GITHUB_OAUTH_CLIENT_ID=""
+SOCIAL_GITHUB_OAUTH_CLIENT_SECRET=""
+
+# Single Sign-On (SSO)
+SAML_SSO_CALLBACK_URL="${AUTH_URL}/api/auth/callback/saml"
+
+# Lighthouse tracing
+LANGSMITH_TRACING=false
+LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
+LANGSMITH_API_KEY=""
+LANGCHAIN_PROJECT=""

.github/dependabot.yml

@@ -5,42 +5,116 @@
 
 version: 2
 updates:
+  # v5
   - package-ecosystem: "pip"
     directory: "/"
     schedule:
-      interval: "daily"
-    open-pull-requests-limit: 10
+      interval: "monthly"
+    open-pull-requests-limit: 25
     target-branch: master
     labels:
       - "dependencies"
       - "pip"
+
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # - package-ecosystem: "pip"
+  #   directory: "/api"
+  #   schedule:
+  #     interval: "daily"
+  #   open-pull-requests-limit: 10
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "component/api"
+
   - package-ecosystem: "github-actions"
     directory: "/"
     schedule:
-      interval: "daily"
-    open-pull-requests-limit: 10
+      interval: "monthly"
+    open-pull-requests-limit: 25
     target-branch: master
     labels:
       - "dependencies"
       - "github_actions"
 
-  - package-ecosystem: "pip"
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # - package-ecosystem: "npm"
+  #   directory: "/ui"
+  #   schedule:
+  #     interval: "daily"
+  #   open-pull-requests-limit: 10
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "npm"
+  #     - "component/ui"
+
+  - package-ecosystem: "docker"
     directory: "/"
     schedule:
-      interval: "daily"
-    open-pull-requests-limit: 10
-    target-branch: v3
+      interval: "monthly"
+    open-pull-requests-limit: 25
+    target-branch: master
     labels:
       - "dependencies"
-      - "pip"
-      - "v3"
-  - package-ecosystem: "github-actions"
-    directory: "/"
-    schedule:
-      interval: "daily"
-    open-pull-requests-limit: 10
-    target-branch: v3
-    labels:
-      - "dependencies"
-      - "github_actions"
-      - "v3"
+      - "docker"
+
+  # Dependabot Updates are temporary disabled - 2025/04/15
+  # v4.6
+  # - package-ecosystem: "pip"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "v4"
+
+  # - package-ecosystem: "github-actions"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "github_actions"
+  #     - "v4"
+
+  # - package-ecosystem: "docker"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "weekly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v4.6
+  #   labels:
+  #     - "dependencies"
+  #     - "docker"
+  #     - "v4"
+
+  # Dependabot Updates are temporary disabled - 2025/03/19
+  # v3
+  # - package-ecosystem: "pip"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v3
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #     - "v3"
+
+  # - package-ecosystem: "github-actions"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 10
+  #   target-branch: v3
+  #   labels:
+  #     - "dependencies"
+  #     - "github_actions"
+  #     - "v3"

.github/labeler.yml

@@ -22,6 +22,26 @@ provider/kubernetes:
       - any-glob-to-any-file: "prowler/providers/kubernetes/**"
       - any-glob-to-any-file: "tests/providers/kubernetes/**"
 
+provider/m365:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/m365/**"
+      - any-glob-to-any-file: "tests/providers/m365/**"
+
+provider/github:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/github/**"
+      - any-glob-to-any-file: "tests/providers/github/**"
+
+provider/iac:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/iac/**"
+      - any-glob-to-any-file: "tests/providers/iac/**"
+
+provider/mongodbatlas:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/mongodbatlas/**"
+      - any-glob-to-any-file: "tests/providers/mongodbatlas/**"
+
 github_actions:
   - changed-files:
       - any-glob-to-any-file: ".github/workflows/*"
@@ -37,11 +57,13 @@ mutelist:
       - any-glob-to-any-file: "prowler/providers/azure/lib/mutelist/**"
       - any-glob-to-any-file: "prowler/providers/gcp/lib/mutelist/**"
       - any-glob-to-any-file: "prowler/providers/kubernetes/lib/mutelist/**"
+      - any-glob-to-any-file: "prowler/providers/mongodbatlas/lib/mutelist/**"
       - any-glob-to-any-file: "tests/lib/mutelist/**"
       - any-glob-to-any-file: "tests/providers/aws/lib/mutelist/**"
       - any-glob-to-any-file: "tests/providers/azure/lib/mutelist/**"
       - any-glob-to-any-file: "tests/providers/gcp/lib/mutelist/**"
       - any-glob-to-any-file: "tests/providers/kubernetes/lib/mutelist/**"
+      - any-glob-to-any-file: "tests/providers/mongodbatlas/lib/mutelist/**"
 
 integration/s3:
   - changed-files:
@@ -87,3 +109,21 @@ component/api:
 component/ui:
   - changed-files:
       - any-glob-to-any-file: "ui/**"
+
+component/mcp-server:
+  - changed-files:
+      - any-glob-to-any-file: "mcp_server/**"
+
+compliance:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/compliance/**"
+      - any-glob-to-any-file: "prowler/lib/outputs/compliance/**"
+      - any-glob-to-any-file: "tests/lib/outputs/compliance/**"
+
+review-django-migrations:
+  - changed-files:
+      - any-glob-to-any-file: "api/src/backend/api/migrations/**"
+
+metadata-review:
+  - changed-files:
+      - any-glob-to-any-file: "**/*.metadata.json"

.github/pull_request_template.md

@@ -8,6 +8,10 @@ If fixes an issue please add it with `Fix #XXXX`
 
 Please include a summary of the change and which issue is fixed. List any dependencies that are required for this change.
 
+### Steps to review
+
+Please add a detailed description of how to review this PR.
+
 ### Checklist
 
 - Are there new checks included in this PR? Yes / No
@@ -15,7 +19,14 @@ Please include a summary of the change and which issue is fixed. List any depend
 - [ ] Review if the code is being covered by tests.
 - [ ] Review if code is being documented following this specification https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings
 - [ ] Review if backport is needed.
+- [ ] Review if is needed to change the [Readme.md](https://github.com/prowler-cloud/prowler/blob/master/README.md)
+- [ ] Ensure new entries are added to [CHANGELOG.md](https://github.com/prowler-cloud/prowler/blob/master/prowler/CHANGELOG.md), if applicable.
+
+#### API
+- [ ] Verify if API specs need to be regenerated.
+- [ ] Check if version updates are required (e.g., specs, Poetry, etc.).
+- [ ] Ensure new entries are added to [CHANGELOG.md](https://github.com/prowler-cloud/prowler/blob/master/api/CHANGELOG.md), if applicable.
 
 ### License
 
-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.

.github/workflows/api-build-lint-push-containers.yml

@@ -6,6 +6,7 @@ on:
       - "master"
     paths:
       - "api/**"
+      - "prowler/**"
       - ".github/workflows/api-build-lint-push-containers.yml"
 
   # Uncomment the code below to test this action on PRs
@@ -23,6 +24,7 @@ env:
   # Tags
   LATEST_TAG: latest
   RELEASE_TAG: ${{ github.event.release.tag_name }}
+  STABLE_TAG: stable
 
   WORKING_DIRECTORY: ./api
 
@@ -60,37 +62,54 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - 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@v3
+        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@v3
+        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@v6
+        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@v6
+        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@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        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-codeql.yml

@@ -15,16 +15,12 @@ on:
   push:
     branches:
       - "master"
-      - "v3"
-      - "v4.*"
       - "v5.*"
     paths:
       - "api/**"
   pull_request:
     branches:
       - "master"
-      - "v3"
-      - "v4.*"
       - "v5.*"
     paths:
       - "api/**"
@@ -48,16 +44,16 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v4
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@v3
+      uses: github/codeql-action/init@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
       with:
         languages: ${{ matrix.language }}
         config-file: ./.github/codeql/api-codeql-config.yml
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v3
+      uses: github/codeql-action/analyze@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
       with:
         category: "/language:${{matrix.language}}"

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

@@ -4,15 +4,18 @@ 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
@@ -24,7 +27,12 @@ env:
   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:
@@ -68,35 +76,67 @@ jobs:
           --health-retries 5
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
       - name: Test if changes are in not ignored paths
         id: are-non-ignored-files-changed
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
         with:
-          files: api/**
-          files_ignore: |
-            api/.github/**
-            api/docs/**
-            api/permissions/**
-            api/README.md
-            api/mkdocs.yml
+          files: |
+            api/**
+            .github/workflows/api-pull-request.yml
+          files_ignore: ${{ env.IGNORE_FILES }}
+
+      - name: Replace @master with current branch in pyproject.toml - Only for pull requests to `master`
+        working-directory: ./api
+        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true' && github.event_name == 'pull_request' && github.base_ref == 'master'
+        run: |
+          BRANCH_NAME="${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
+          pipx install poetry==2.1.1
+
+      - 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' && github.ref == 'refs/heads/master'
+        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: Update poetry.lock
+        working-directory: ./api
+        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
+        run: |
+          poetry lock
+
       - name: Set up Python ${{ matrix.python-version }}
         if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: "poetry"
+
       - name: Install dependencies
         working-directory: ./api
         if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
         run: |
-          poetry install
+          poetry install --no-root
           poetry run pip list
           VERSION=$(curl --silent "https://api.github.com/repos/hadolint/hadolint/releases/latest" | \
             grep '"tag_name":' | \
@@ -108,49 +148,86 @@ jobs:
         working-directory: ./api
         if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
         run: |
-          poetry lock --check
+          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
+          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@v5
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: api
+  test-container-build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Test if changes are in not ignored paths
+        id: are-non-ignored-files-changed
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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/backport.yml

@@ -5,38 +5,43 @@ on:
     branches: ['master']
     types: ['labeled', 'closed']
 
+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'))
+    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
     permissions:
       id-token: write
       pull-requests: write
       contents: write
     steps:
-      # Workaround not to fail the workflow if the PR does not need a backport
-      # https://github.com/sorenlouv/backport-github-action/issues/127#issuecomment-2258561266
-      - name: Check for backport labels
-        id: check_labels
-        run: |-
-          labels='${{ toJSON(github.event.pull_request.labels.*.name) }}'
-          echo "$labels"
-          matched=$(echo "${labels}" | jq '. | map(select(startswith("backport-to-"))) | length')
-          echo "matched=$matched"
-          echo "matched=$matched" >> $GITHUB_OUTPUT
+      - name: Check labels
+        id: preview_label_check
+        uses: agilepathway/label-checker@c3d16ad512e7cea5961df85ff2486bb774caf3c5 # v1.6.65
+        with:
+          allow_failure: true
+          prefix_mode: true
+          any_of: ${{ env.BACKPORT_LABEL_PREFIX }}
+          none_of: ${{ env.BACKPORT_LABEL_IGNORE }}
+          repo_token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Backport Action
-        if: fromJSON(steps.check_labels.outputs.matched) > 0
-        uses: sorenlouv/backport-github-action@v9.5.1
+        if: steps.preview_label_check.outputs.label_check == 'success'
+        uses: sorenlouv/backport-github-action@ad888e978060bc1b2798690dd9d03c4036560947 # v9.5.1
         with:
           github_token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          auto_backport_label_prefix: backport-to-
+          auto_backport_label_prefix: ${{ env.BACKPORT_LABEL_PREFIX }}
 
       - name: Info log
-        if: ${{ success() && fromJSON(steps.check_labels.outputs.matched) > 0 }}
+        if: ${{ success() && steps.preview_label_check.outputs.label_check == 'success' }}
         run: cat ~/.backport/backport.info.log
 
       - name: Debug log
-        if: ${{ failure() && fromJSON(steps.check_labels.outputs.matched) > 0 }}
+        if: ${{ failure() && steps.preview_label_check.outputs.label_check == 'success' }}
         run: cat ~/.backport/backport.debug.log

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

@@ -7,6 +7,7 @@ on:
       - 'v3'
     paths:
       - 'docs/**'
+      - '.github/workflows/build-documentation-on-pr.yml'
 
 env:
   PR_NUMBER: ${{ github.event.pull_request.number }}
@@ -16,9 +17,20 @@ jobs:
     name: Documentation Link
     runs-on: ubuntu-latest
     steps:
-      - name: Leave PR comment with the Prowler Documentation URI
-        uses: peter-evans/create-or-update-comment@v4
+      - name: Find existing documentation comment
+        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+        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/conventional-commit.yml

@@ -0,0 +1,23 @@
+name: Prowler - Conventional Commit
+
+on:
+  pull_request:
+    types:
+      - "opened"
+      - "edited"
+      - "synchronize"
+    branches:
+      - "master"
+      - "v3"
+      - "v4.*"
+      - "v5.*"
+
+jobs:
+  conventional-commit-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: conventional-commit-check
+        id: conventional-commit-check
+        uses: agenthunt/conventional-commit-checker-action@9e552d650d0e205553ec7792d447929fc78e012b # v2.0.0
+        with:
+            pr-title-regex: '^([^\s(]+)(?:\(([^)]+)\))?: (.+)'

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

@@ -0,0 +1,67 @@
+name: Prowler - Create Backport Label
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  create_label:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      issues: write
+    steps:
+      - name: Create backport label
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          RELEASE_TAG: ${{ github.event.release.tag_name }}
+          OWNER_REPO: ${{ github.repository }}
+        run: |
+          VERSION_ONLY=${RELEASE_TAG#v} # Remove 'v' prefix if present (e.g., v3.2.0 -> 3.2.0)
+
+          # Check if it's a minor version (X.Y.0)
+          if [[ "$VERSION_ONLY" =~ ^[0-9]+\.[0-9]+\.0$ ]]; then
+            echo "Release ${RELEASE_TAG} (version ${VERSION_ONLY}) is a minor version. Proceeding to create backport label."
+
+            TWO_DIGIT_VERSION=${VERSION_ONLY%.0} # Extract X.Y from X.Y.0 (e.g., 5.6 from 5.6.0)
+
+            FINAL_LABEL_NAME="backport-to-v${TWO_DIGIT_VERSION}"
+            FINAL_DESCRIPTION="Backport PR to the v${TWO_DIGIT_VERSION} branch"
+
+            echo "Effective label name will be: ${FINAL_LABEL_NAME}"
+            echo "Effective description will be: ${FINAL_DESCRIPTION}"
+
+            # Check if the label already exists
+            STATUS_CODE=$(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: $CREATE_RESPONSE_BODY"
+                exit 1
+              fi
+            else
+              echo "Error checking for label '${FINAL_LABEL_NAME}'. HTTP Status: ${STATUS_CODE}"
+              exit 1
+            fi
+          else
+            echo "Release ${RELEASE_TAG} (version ${VERSION_ONLY}) is not a minor version. Skipping backport label creation."
+            exit 0
+          fi

.github/workflows/find-secrets.yml

@@ -7,11 +7,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           fetch-depth: 0
       - name: TruffleHog OSS
-        uses: trufflesecurity/trufflehog@v3.84.1
+        uses: trufflesecurity/trufflehog@466da5b0bb161144f6afca9afe5d57975828c410 # v3.90.8
         with:
           path: ./
           base: ${{ github.event.repository.default_branch }}

.github/workflows/labeler.yml

@@ -14,4 +14,4 @@ jobs:
       pull-requests: write
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/labeler@v5
+    - uses: actions/labeler@634933edcd8ababfe52f92936142cc22ac488b1b # v6.0.1

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

@@ -0,0 +1,175 @@
+name: Prowler - PR Conflict Checker
+
+on:
+  pull_request:
+    types:
+      - opened
+      - synchronize
+      - reopened
+    branches:
+      - "master"
+      - "v5.*"
+  # Leaving this commented until we find a way to run it for forks but in Prowler's context
+  # pull_request_target:
+  #   types:
+  #     - opened
+  #     - synchronize
+  #     - reopened
+  #   branches:
+  #     - "master"
+  #     - "v5.*"
+
+jobs:
+  conflict-checker:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Get changed files
+        id: changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            **
+
+      - name: Check for conflict markers
+        id: conflict-check
+        run: |
+          echo "Checking for conflict markers in changed files..."
+
+          CONFLICT_FILES=""
+          HAS_CONFLICTS=false
+
+          # Check each changed file for conflict markers
+          for file in ${{ steps.changed-files.outputs.all_changed_files }}; do
+            if [ -f "$file" ]; then
+              echo "Checking file: $file"
+
+              # Look for conflict markers
+              if grep -l "^<<<<<<<\|^=======\|^>>>>>>>" "$file" 2>/dev/null; then
+                echo "Conflict markers found in: $file"
+                CONFLICT_FILES="$CONFLICT_FILES$file "
+                HAS_CONFLICTS=true
+              fi
+            fi
+          done
+
+          if [ "$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"
+          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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        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,
+            });
+
+            const hasConflictLabel = labels.some(label => label.name === 'has-conflicts');
+
+            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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        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@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\*\*)'
+
+      - 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
+        with:
+          comment-id: ${{ steps.find-comment.outputs.comment-id }}
+          issue-number: ${{ github.event.pull_request.number }}
+          edit-mode: replace
+          body: |
+            ⚠️ **Conflict Markers Detected**
+
+            This pull request contains unresolved conflict markers in the following files:
+            ```
+            ${{ steps.conflict-check.outputs.conflict_files }}
+            ```
+
+            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
+
+      - name: Find existing conflict comment when resolved
+        if: steps.conflict-check.outputs.has_conflicts == 'false'
+        uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+        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 in files: ${{ steps.conflict-check.outputs.conflict_files }}"
+          exit 1

.github/workflows/prowler-release-preparation.yml

@@ -0,0 +1,370 @@
+name: Prowler - Release Preparation
+
+run-name: Prowler Release Preparation for ${{ inputs.prowler_version }}
+
+on:
+  workflow_dispatch:
+    inputs:
+      prowler_version:
+        description: 'Prowler version to release (e.g., 5.9.0)'
+        required: true
+        type: string
+
+env:
+  PROWLER_VERSION: ${{ github.event.inputs.prowler_version }}
+
+jobs:
+  prepare-release:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      with:
+        fetch-depth: 0
+        token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+
+    - name: Set up Python
+      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+      with:
+        python-version: '3.12'
+
+    - name: Install Poetry
+      run: |
+        python3 -m pip install --user poetry
+        echo "$HOME/.local/bin" >> $GITHUB_PATH
+
+    - name: Configure Git
+      run: |
+        git config --global user.name "prowler-bot"
+        git config --global user.email "179230569+prowler-bot@users.noreply.github.com"
+
+    - name: Parse version and determine branch
+      run: |
+        # Validate version format (reusing pattern from sdk-bump-version.yml)
+        if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
+          MAJOR_VERSION=${BASH_REMATCH[1]}
+          MINOR_VERSION=${BASH_REMATCH[2]}
+          PATCH_VERSION=${BASH_REMATCH[3]}
+
+          # Export version components to environment
+          echo "MAJOR_VERSION=${MAJOR_VERSION}" >> "${GITHUB_ENV}"
+          echo "MINOR_VERSION=${MINOR_VERSION}" >> "${GITHUB_ENV}"
+          echo "PATCH_VERSION=${PATCH_VERSION}" >> "${GITHUB_ENV}"
+
+          # Determine branch name (format: v5.9)
+          BRANCH_NAME="v${MAJOR_VERSION}.${MINOR_VERSION}"
+          echo "BRANCH_NAME=${BRANCH_NAME}" >> "${GITHUB_ENV}"
+
+          # 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 "$version"
+            else
+              echo ""
+            fi
+          }
+
+          # Read actual versions from changelogs (source of truth)
+          UI_VERSION=$(extract_latest_version "ui/CHANGELOG.md")
+          API_VERSION=$(extract_latest_version "api/CHANGELOG.md")
+          SDK_VERSION=$(extract_latest_version "prowler/CHANGELOG.md")
+
+          echo "UI_VERSION=${UI_VERSION}" >> "${GITHUB_ENV}"
+          echo "API_VERSION=${API_VERSION}" >> "${GITHUB_ENV}"
+          echo "SDK_VERSION=${SDK_VERSION}" >> "${GITHUB_ENV}"
+
+          if [ -n "$UI_VERSION" ]; then
+            echo "Read UI version from changelog: $UI_VERSION"
+          else
+            echo "Warning: No UI version found in ui/CHANGELOG.md"
+          fi
+
+          if [ -n "$API_VERSION" ]; then
+            echo "Read API version from changelog: $API_VERSION"
+          else
+            echo "Warning: No API version found in api/CHANGELOG.md"
+          fi
+
+          if [ -n "$SDK_VERSION" ]; then
+            echo "Read SDK version from changelog: $SDK_VERSION"
+          else
+            echo "Warning: No SDK version found in prowler/CHANGELOG.md"
+          fi
+
+          echo "Prowler version: $PROWLER_VERSION"
+          echo "Branch name: $BRANCH_NAME"
+          echo "UI version: $UI_VERSION"
+          echo "API version: $API_VERSION"
+          echo "SDK version: $SDK_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: Extract changelog entries
+      run: |
+        set -e
+
+        # Function to extract changelog for a specific version
+        extract_changelog() {
+          local file="$1"
+          local version="$2"
+          local output_file="$3"
+
+          if [ ! -f "$file" ]; then
+            echo "Warning: $file not found, skipping..."
+            touch "$output_file"
+            return
+          fi
+
+          # Extract changelog section for this version
+          awk -v version="$version" '
+            /^## \[v?'"$version"'\]/ { found=1; next }
+            found && /^## \[v?[0-9]+\.[0-9]+\.[0-9]+\]/ { found=0 }
+            found && !/^## \[v?'"$version"'\]/ { print }
+          ' "$file" > "$output_file"
+
+          # Remove --- separators
+          sed -i '/^---$/d' "$output_file"
+
+          # Remove trailing empty lines
+          sed -i '/^$/d' "$output_file"
+        }
+
+        # 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]}"
+
+          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: $PROWLER_VERSION)"
+          touch "prowler_changelog.md"
+        fi
+
+        # Combine changelogs in order: UI, API, SDK
+        > combined_changelog.md
+
+        if [ "$HAS_UI_CHANGES" = "true" ] && [ -s "ui_changelog.md" ]; then
+          echo "## UI" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat ui_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        if [ "$HAS_API_CHANGES" = "true" ] && [ -s "api_changelog.md" ]; then
+          echo "## API" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat api_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        if [ "$HAS_SDK_CHANGES" = "true" ] && [ -s "prowler_changelog.md" ]; then
+          echo "## SDK" >> combined_changelog.md
+          echo "" >> combined_changelog.md
+          cat prowler_changelog.md >> combined_changelog.md
+          echo "" >> combined_changelog.md
+        fi
+
+        echo "Combined changelog preview:"
+        cat combined_changelog.md
+
+    - name: Checkout existing branch for patch release
+      if: ${{ env.PATCH_VERSION != '0' }}
+      run: |
+        echo "Patch release detected, checking out existing branch $BRANCH_NAME..."
+        if git show-ref --verify --quiet "refs/heads/$BRANCH_NAME"; then
+          echo "Branch $BRANCH_NAME exists locally, checking out..."
+          git checkout "$BRANCH_NAME"
+        elif git show-ref --verify --quiet "refs/remotes/origin/$BRANCH_NAME"; then
+          echo "Branch $BRANCH_NAME exists remotely, checking out..."
+          git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"
+        else
+          echo "ERROR: Branch $BRANCH_NAME should exist for patch release $PROWLER_VERSION"
+          exit 1
+        fi
+
+    - name: Verify version in pyproject.toml
+      run: |
+        CURRENT_VERSION=$(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: $CURRENT_VERSION"
+
+    - name: Verify version in prowler/config/config.py
+      run: |
+        CURRENT_VERSION=$(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 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 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 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: 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"
+        else
+          echo "ERROR: Branch $BRANCH_NAME should exist for minor release $PROWLER_VERSION. Please create it manually first."
+          exit 1
+        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 from the minor version branch
+        TEMP_BRANCH="update-api-dependency-$BRANCH_NAME_TRIMMED-$(date +%s)"
+        echo "TEMP_BRANCH=$TEMP_BRANCH" >> $GITHUB_ENV
+
+        # Create temp branch from the current minor version branch
+        git checkout -b "$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
+        fi
+
+        # Update poetry lock file
+        echo "Updating poetry.lock file..."
+        cd api
+        poetry lock
+        cd ..
+
+        # 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"
+
+        echo "✓ Prepared prowler dependency update to: $UPDATED_PROWLER_REF"
+
+    - 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: Create draft release
+      uses: softprops/action-gh-release@6cbd405e2c4e67a21c47fa9e383d020e4e28b836 # v2.3.3
+      with:
+        tag_name: ${{ env.PROWLER_VERSION }}
+        name: Prowler ${{ env.PROWLER_VERSION }}
+        body_path: combined_changelog.md
+        draft: true
+        target_commitish: ${{ env.BRANCH_NAME }}
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Clean up temporary files
+      run: |
+        rm -f prowler_changelog.md api_changelog.md ui_changelog.md combined_changelog.md

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

@@ -0,0 +1,77 @@
+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 dashboard"
+
+    steps:
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        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@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@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/pull-request-merged.yml

@@ -0,0 +1,38 @@
+name: Prowler - Merged Pull Request
+
+on:
+  pull_request_target:
+    branches: ['master']
+    types: ['closed']
+
+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
+    steps:
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        with:
+          ref: ${{ github.event.pull_request.merge_commit_sha }}
+
+      - name: Set short git commit SHA
+        id: vars
+        run: |
+          shortSha=$(git rev-parse --short ${{ github.event.pull_request.merge_commit_sha }})
+          echo "SHORT_SHA=${shortSha}" >> $GITHUB_ENV
+
+      - name: Trigger pull request
+        uses: peter-evans/repository-dispatch@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        with:
+          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
+          repository: ${{ secrets.CLOUD_DISPATCH }}
+          event-type: prowler-pull-request-merged
+          client-payload: |
+            {
+              "PROWLER_COMMIT_SHA": "${{ github.event.pull_request.merge_commit_sha }}",
+              "PROWLER_COMMIT_SHORT_SHA": "${{ env.SHORT_SHA }}",
+              "PROWLER_PR_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) }}
+            }

.github/workflows/sdk-build-lint-push-containers.yml

@@ -3,7 +3,11 @@ name: SDK - Build and Push containers
 on:
   push:
     branches:
+      # For `v3-latest`
       - "v3"
+      # For `v4-latest`
+      - "v4.6"
+      # For `latest`
       - "master"
     paths-ignore:
       - ".github/**"
@@ -55,16 +59,16 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
 
       - name: Install Poetry
         run: |
-          pipx install poetry
+          pipx install poetry==2.*
           pipx inject poetry poetry-bumpversion
 
       - name: Get Prowler version
@@ -104,13 +108,13 @@ jobs:
           esac
 
       - name: Login to DockerHub
-        uses: docker/login-action@v3
+        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@v3
+        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
         with:
           registry: public.ecr.aws
           username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
@@ -119,11 +123,11 @@ jobs:
           AWS_REGION: ${{ env.AWS_REGION }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+        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@v6
+        uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6.18.0
         with:
           push: true
           tags: |
@@ -136,7 +140,7 @@ jobs:
 
       - name: Build and push container image (release)
         if: github.event_name == 'release'
-        uses: docker/build-push-action@v6
+        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
@@ -153,6 +157,22 @@ jobs:
           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

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

@@ -0,0 +1,146 @@
+name: SDK - Bump Version
+
+on:
+  release:
+    types: [published]
+
+
+env:
+  PROWLER_VERSION: ${{ github.event.release.tag_name }}
+  BASE_BRANCH: master
+
+jobs:
+  bump-version:
+    name: Bump Version
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - name: Get Prowler version
+        shell: bash
+        run: |
+          if [[ $PROWLER_VERSION =~ ^([0-9]+)\.([0-9]+)\.([0-9]+)$ ]]; then
+            MAJOR_VERSION=${BASH_REMATCH[1]}
+            MINOR_VERSION=${BASH_REMATCH[2]}
+            FIX_VERSION=${BASH_REMATCH[3]}
+
+            # Export version components to GitHub environment
+            echo "MAJOR_VERSION=${MAJOR_VERSION}" >> "${GITHUB_ENV}"
+            echo "MINOR_VERSION=${MINOR_VERSION}" >> "${GITHUB_ENV}"
+            echo "FIX_VERSION=${FIX_VERSION}" >> "${GITHUB_ENV}"
+
+            if (( MAJOR_VERSION == 5 )); then
+                if (( FIX_VERSION == 0 )); then
+                  echo "Minor Release: $PROWLER_VERSION"
+
+                  # Set up next minor version for master
+                  BUMP_VERSION_TO=${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 ${TARGET_BRANCH}"
+                fi
+            else
+                echo "Releasing another Prowler major version, aborting..."
+                exit 1
+            fi
+          else
+            echo "Invalid version syntax: '$PROWLER_VERSION' (must be N.N.N)" >&2
+            exit 1
+          fi
+
+      - name: Bump versions in files
+        run: |
+            echo "Using PROWLER_VERSION=$PROWLER_VERSION"
+            echo "Using BUMP_VERSION_TO=$BUMP_VERSION_TO"
+
+            set -e
+
+            echo "Bumping version in pyproject.toml ..."
+            sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${BUMP_VERSION_TO}\"|" pyproject.toml
+
+            echo "Bumping version in prowler/config/config.py ..."
+            sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${BUMP_VERSION_TO}\"|" prowler/config/config.py
+
+            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
+
+            git --no-pager diff
+
+      - name: Create Pull Request
+        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
+
+              Bump Prowler version to v${{ env.BUMP_VERSION_TO }}
+
+              ### License
+
+              By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
+
+      - name: Handle patch version for minor release
+        if: env.FIX_VERSION == '0'
+        run: |
+            echo "Using PROWLER_VERSION=$PROWLER_VERSION"
+            echo "Using PATCH_VERSION_TO=$PATCH_VERSION_TO"
+
+            set -e
+
+            echo "Bumping version in pyproject.toml ..."
+            sed -i "s|version = \"${PROWLER_VERSION}\"|version = \"${PATCH_VERSION_TO}\"|" pyproject.toml
+
+            echo "Bumping version in prowler/config/config.py ..."
+            sed -i "s|prowler_version = \"${PROWLER_VERSION}\"|prowler_version = \"${PATCH_VERSION_TO}\"|" prowler/config/config.py
+
+            echo "Bumping version in .env ..."
+            sed -i "s|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PROWLER_VERSION}|NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v${PATCH_VERSION_TO}|" .env
+
+            git --no-pager diff
+
+      - name: Create Pull Request for patch version
+        if: env.FIX_VERSION == '0'
+        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
+
+              Bump Prowler version to v${{ env.PATCH_VERSION_TO }}
+
+              ### 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-codeql.yml

@@ -21,6 +21,7 @@ on:
     paths-ignore:
       - 'ui/**'
       - 'api/**'
+      - '.github/**'
   pull_request:
     branches:
       - "master"
@@ -30,6 +31,7 @@ on:
     paths-ignore:
       - 'ui/**'
       - 'api/**'
+      - '.github/**'
   schedule:
     - cron: '00 12 * * *'
 
@@ -50,16 +52,16 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v4
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@v3
+      uses: github/codeql-action/init@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
       with:
         languages: ${{ matrix.language }}
         config-file: ./.github/codeql/sdk-codeql-config.yml
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v3
+      uses: github/codeql-action/analyze@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
       with:
         category: "/language:${{matrix.language}}"

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

@@ -21,10 +21,11 @@ jobs:
         python-version: ["3.9", "3.10", "3.11", "3.12"]
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
       - name: Test if changes are in not ignored paths
         id: are-non-ignored-files-changed
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
         with:
           files: ./**
           files_ignore: |
@@ -33,70 +34,238 @@ jobs:
             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
+          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@v5
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: "poetry"
+
       - name: Install dependencies
         if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
         run: |
-          poetry install
+          poetry install --no-root
           poetry run pip list
           VERSION=$(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 lock --check
+          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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          files: |
+            Dockerfile
+
       - name: Hadolint
-        if: steps.are-non-ignored-files-changed.outputs.any_changed == 'true'
+        if: steps.dockerfile-changed-files.outputs.any_changed == 'true'
         run: |
           /tmp/hadolint Dockerfile --ignore=DL3013
-      - name: Test with pytest
+
+      # Test AWS
+      - name: AWS - Check if any file has changed
+        id: aws-changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        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 --cov-report=xml tests
+          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@v5
+        uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
         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

@@ -7,7 +7,7 @@ on:
 env:
   RELEASE_TAG: ${{ github.event.release.tag_name }}
   PYTHON_VERSION: 3.11
-  CACHE: "poetry"
+  # CACHE: "poetry"
 
 jobs:
   repository-check:
@@ -39,7 +39,10 @@ jobs:
       - name: Repository check
         working-directory: /tmp
         run: |
-          [[ ${{ github.repository }} != "prowler-cloud/prowler" ]] && echo "This action only runs for prowler-cloud/prowler"; exit 1
+              if [[ "${{ github.repository }}" != "prowler-cloud/prowler" ]]; then
+                  echo "This action only runs for prowler-cloud/prowler"
+                  exit 1
+              fi
 
       - name: Get Prowler version
         run: |
@@ -61,17 +64,17 @@ jobs:
               ;;
           esac
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       - name: Install dependencies
         run: |
-          pipx install poetry
+          pipx install poetry==2.1.1
 
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-          cache: ${{ env.CACHE }}
+          # cache: ${{ env.CACHE }}
 
       - name: Build Prowler package
         run: |

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

@@ -4,7 +4,7 @@ name: SDK - Refresh AWS services' regions
 
 on:
   schedule:
-    - cron: "0 9 * * *" #runs at 09:00 UTC everyday
+    - cron: "0 9 * * 1" # runs at 09:00 UTC every Monday
 
 env:
   GITHUB_BRANCH: "master"
@@ -23,12 +23,12 @@ jobs:
     # 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@v4
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           ref: ${{ env.GITHUB_BRANCH }}
 
       - name: setup python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
         with:
           python-version: 3.9 #install the python needed
 
@@ -38,7 +38,7 @@ jobs:
           pip install boto3
 
       - name: Configure AWS Credentials -- DEV
-        uses: aws-actions/configure-aws-credentials@v4
+        uses: aws-actions/configure-aws-credentials@a03048d87541d1d9fcf2ecf528a4a65ba9bd7838 # v5.0.0
         with:
           aws-region: ${{ env.AWS_REGION_DEV }}
           role-to-assume: ${{ secrets.DEV_IAM_ROLE_ARN }}
@@ -50,12 +50,13 @@ jobs:
 
       # Create pull request
       - name: Create Pull Request
-        uses: peter-evans/create-pull-request@v7
+        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, backport-to-v3"
+          labels: "status/waiting-for-revision, severity/low, provider/aws, no-changelog"
           title: "chore(regions_update): Changes in regions for AWS services"
           body: |
             ### Description

.github/workflows/ui-build-lint-push-containers.yml

@@ -23,12 +23,14 @@ 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:
@@ -60,37 +62,60 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+
+      - 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@v3
+        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@v3
+        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@v6
+        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@v6
+        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@5fc4efd1a4797ddb68ffd0714a238564e4cc0e6f # v4.0.0
+        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

@@ -15,14 +15,12 @@ on:
   push:
     branches:
       - "master"
-      - "v4.*"
       - "v5.*"
     paths:
       - "ui/**"
   pull_request:
     branches:
       - "master"
-      - "v4.*"
       - "v5.*"
     paths:
       - "ui/**"
@@ -46,16 +44,16 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3
+        uses: github/codeql-action/init@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
         with:
           languages: ${{ matrix.language }}
           config-file: ./.github/codeql/ui-codeql-config.yml
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3
+        uses: github/codeql-action/analyze@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
         with:
           category: "/language:${{matrix.language}}"

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

@@ -0,0 +1,100 @@
+name: UI - E2E Tests
+
+on:
+  pull_request:
+    branches:
+      - master
+      - "v5.*"
+    paths:
+      - '.github/workflows/ui-e2e-tests.yml'
+      - 'ui/**'
+
+jobs:
+  e2e-tests:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    env:
+      AUTH_SECRET: 'fallback-ci-secret-for-testing'
+      AUTH_TRUST_HOST: true
+      NEXTAUTH_URL: 'http://localhost:3000'
+      NEXT_PUBLIC_API_BASE_URL: 'http://localhost:8080/api/v1'
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - name: Fix API data directory permissions
+        run: docker run --rm -v $(pwd)/_data/api:/data alpine chown -R 1000:1000 /data
+      - name: Start API services
+        run: |
+          # Override docker-compose image tag to use latest instead of stable
+          # This overrides any PROWLER_API_VERSION set in .env file
+          export PROWLER_API_VERSION=latest
+          echo "Using PROWLER_API_VERSION=${PROWLER_API_VERSION}"
+          docker compose up -d api worker worker-beat
+      - name: Wait for API to be ready
+        run: |
+          echo "Waiting for prowler-api..."
+          timeout=150  # 5 minutes max
+          elapsed=0
+          while [ $elapsed -lt $timeout ]; do
+            if curl -s ${NEXT_PUBLIC_API_BASE_URL}/docs >/dev/null 2>&1; then
+              echo "Prowler API is ready!"
+              exit 0
+            fi
+            echo "Waiting for prowler-api... (${elapsed}s elapsed)"
+            sleep 5
+            elapsed=$((elapsed + 5))
+          done
+          echo "Timeout waiting for prowler-api to start"
+          exit 1
+      - name: Load database fixtures for E2E tests
+        run: |
+          docker compose exec -T api sh -c '
+            echo "Loading all fixtures from api/fixtures/dev/..."
+            for fixture in api/fixtures/dev/*.json; do
+              if [ -f "$fixture" ]; then
+                echo "Loading $fixture"
+                poetry run python manage.py loaddata "$fixture" --database admin
+              fi
+            done
+            echo "All database fixtures loaded successfully!"
+          '
+      - name: Setup Node.js environment
+        uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
+        with:
+          node-version: '20.x'
+          cache: 'npm'
+          cache-dependency-path: './ui/package-lock.json'
+      - name: Install UI dependencies
+        working-directory: ./ui
+        run: npm ci
+      - name: Build UI application
+        working-directory: ./ui
+        run: npm run build
+      - name: Cache Playwright browsers
+        uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        id: playwright-cache
+        with:
+          path: ~/.cache/ms-playwright
+          key: ${{ runner.os }}-playwright-${{ hashFiles('ui/package-lock.json') }}
+          restore-keys: |
+            ${{ runner.os }}-playwright-
+      - name: Install Playwright browsers
+        working-directory: ./ui
+        if: steps.playwright-cache.outputs.cache-hit != 'true'
+        run: npm run test:e2e:install
+      - name: Run E2E tests
+        working-directory: ./ui
+        run: npm run test:e2e
+      - name: Upload test reports
+        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        if: failure()
+        with:
+          name: playwright-report
+          path: ui/playwright-report/
+          retention-days: 30
+      - name: Cleanup services
+        if: always()
+        run: |
+          echo "Shutting down services..."
+          docker compose down -v || true
+          echo "Cleanup completed"

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

@@ -1,11 +1,22 @@
 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:
@@ -16,19 +27,39 @@ jobs:
         node-version: [20.x]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Setup Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
         with:
           node-version: ${{ matrix.node-version }}
+          cache: 'npm'
+          cache-dependency-path: './ui/package-lock.json'
       - name: Install dependencies
         working-directory: ./ui
-        run: npm install
+        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@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - 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

.gitignore

@@ -31,7 +31,7 @@ tags
 *.DS_Store
 
 # Prowler output
-output/
+/output
 
 # Prowler found secrets
 secrets-*/
@@ -42,13 +42,29 @@ junit-reports/
 # VSCode files
 .vscode/
 
+# Cursor files
+.cursorignore
+.cursor/
+
+# RooCode files
+.roo/
+.rooignore
+.roomodes
+
+# Cline files
+.cline/
+.clineignore
+
 # Terraform
 .terraform*
 *.tfstate
+*.tfstate.*
 
 # .env
 ui/.env*
 api/.env*
+mcp_server/.env*
+.env.local
 
 # Coverage
 .coverage*
@@ -60,3 +76,10 @@ node_modules
 
 # Persistent data
 _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

.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
@@ -27,6 +28,7 @@ repos:
     hooks:
       - id: shellcheck
         exclude: contrib
+
   ## PYTHON
   - repo: https://github.com/myint/autoflake
     rev: v2.3.1
@@ -58,11 +60,28 @@ repos:
         args: ["--ignore=E266,W503,E203,E501,W605"]
 
   - repo: https://github.com/python-poetry/poetry
-    rev: 1.8.0
+    rev: 2.1.1
     hooks:
       - id: poetry-check
+        name: API - poetry-check
+        args: ["--directory=./api"]
+        pass_filenames: false
+
       - id: poetry-lock
-        args: ["--no-update"]
+        name: API - poetry-lock
+        args: ["--directory=./api"]
+        pass_filenames: false
+
+      - id: poetry-check
+        name: SDK - poetry-check
+        args: ["--directory=./"]
+        pass_filenames: false
+
+      - id: poetry-lock
+        name: SDK - poetry-lock
+        args: ["--directory=./"]
+        pass_filenames: false
+
 
   - repo: https://github.com/hadolint/hadolint
     rev: v2.13.0-beta
@@ -90,20 +109,20 @@ repos:
       - id: bandit
         name: bandit
         description: "Bandit is a tool for finding common security issues in Python code"
-        entry: bash -c 'bandit -q -lll -x '*_test.py,./contrib/' -r .'
+        entry: bash -c 'bandit -q -lll -x '*_test.py,./contrib/,./.venv/' -r .'
         language: system
         files: '.*\.py'
 
       - id: safety
         name: safety
         description: "Safety is a tool that checks your installed dependencies for known security vulnerabilities"
-        entry: bash -c 'safety check --ignore 70612,66963'
+        # TODO: Botocore needs urllib3 1.X so we need to ignore these vulnerabilities 77744,77745. Remove this once we upgrade to urllib3 2.X
+        entry: bash -c 'safety check --ignore 70612,66963,74429,76352,76353,77744,77745'
         language: system
 
       - id: vulture
         name: vulture
         description: "Vulture finds unused code in Python programs."
-        entry: bash -c 'vulture --exclude "contrib" --min-confidence 100 .'
-        exclude: 'api/src/backend/'
+        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'

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

Dockerfile

@@ -1,38 +1,61 @@
-FROM python:3.12.8-alpine3.20
+FROM python:3.12.11-slim-bookworm AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/prowler"
+LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
 
-# Update system dependencies and install essential tools
-#hadolint ignore=DL3018
-RUN apk --no-cache upgrade && apk --no-cache add curl git
+ARG POWERSHELL_VERSION=7.5.0
+
+# hadolint ignore=DL3008
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    wget libicu72 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install PowerShell
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-x64.tar.gz -O /tmp/powershell.tar.gz ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-arm64.tar.gz -O /tmp/powershell.tar.gz ; \
+    else \
+        echo "Unsupported architecture: $ARCH" && exit 1 ; \
+    fi && \
+    mkdir -p /opt/microsoft/powershell/7 && \
+    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
+    chmod +x /opt/microsoft/powershell/7/pwsh && \
+    ln -s /opt/microsoft/powershell/7/pwsh /usr/bin/pwsh && \
+    rm /tmp/powershell.tar.gz
+
+# Add prowler user
+RUN addgroup --gid 1000 prowler && \
+    adduser --uid 1000 --gid 1000 --disabled-password --gecos "" prowler
 
-# Create non-root user
-RUN mkdir -p /home/prowler && \
-    echo 'prowler:x:1000:1000:prowler:/home/prowler:' > /etc/passwd && \
-    echo 'prowler:x:1000:' > /etc/group && \
-    chown -R prowler:prowler /home/prowler
 USER prowler
 
-# Copy necessary files
 WORKDIR /home/prowler
+
+# Copy necessary files
 COPY prowler/  /home/prowler/prowler/
 COPY dashboard/ /home/prowler/dashboard/
 COPY pyproject.toml /home/prowler
-COPY README.md /home/prowler
+COPY README.md /home/prowler/
+COPY prowler/providers/m365/lib/powershell/m365_powershell.py /home/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py
 
 # Install Python dependencies
 ENV HOME='/home/prowler'
-ENV PATH="$HOME/.local/bin:$PATH"
-RUN pip install --no-cache-dir --upgrade pip setuptools wheel && \
-    pip install --no-cache-dir .
+ENV PATH="${HOME}/.local/bin:${PATH}"
+#hadolint ignore=DL3013
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir poetry
+
+RUN poetry install --compile && \
+    rm -rf ~/.cache/pip
+
+# Install PowerShell modules
+RUN poetry run python prowler/providers/m365/lib/powershell/m365_powershell.py
 
 # Remove deprecated dash dependencies
 RUN pip uninstall dash-html-components -y && \
     pip uninstall dash-core-components -y
 
-# Remove Prowler directory and build files
-USER 0
-RUN rm -rf /home/prowler/prowler /home/prowler/pyproject.toml /home/prowler/README.md /home/prowler/build /home/prowler/prowler.egg-info
-
 USER prowler
-ENTRYPOINT ["prowler"]
+ENTRYPOINT ["poetry", "run", "prowler"]

Makefile

@@ -45,3 +45,7 @@ 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)
+
+##@ 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 --build

README.md

@@ -3,7 +3,7 @@
   <img align="center" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-white.png#gh-dark-mode-only" width="50%" height="50%">
 </p>
 <p align="center">
-  <b><i>Prowler SaaS </b> and <b>Prowler Open Source</b> are as dynamic and adaptable as the environment they’re meant to protect. Trusted by the leaders in security.
+  <b><i>Prowler</b> is the Open Cloud Security platform trusted by thousands to automate security and compliance in any cloud environment. With hundreds of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
 </p>
 <p align="center">
 <b>Learn more at <a href="https://prowler.com">prowler.com</i></b>
@@ -19,19 +19,16 @@
   <a href="https://goto.prowler.com/slack"><img alt="Slack Shield" src="https://img.shields.io/badge/slack-prowler-brightgreen.svg?logo=slack"></a>
   <a href="https://pypi.org/project/prowler/"><img alt="Python Version" src="https://img.shields.io/pypi/v/prowler.svg"></a>
   <a href="https://pypi.python.org/pypi/prowler/"><img alt="Python Version" src="https://img.shields.io/pypi/pyversions/prowler.svg"></a>
-  <a href="https://pypistats.org/packages/prowler"><img alt="PyPI Prowler Downloads" src="https://img.shields.io/pypi/dw/prowler.svg?label=prowler%20downloads"></a>
+  <a href="https://pypistats.org/packages/prowler"><img alt="PyPI Downloads" src="https://img.shields.io/pypi/dw/prowler.svg?label=downloads"></a>
   <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/toniblyx/prowler"></a>
-  <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker" src="https://img.shields.io/docker/cloud/build/toniblyx/prowler"></a>
-  <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker" src="https://img.shields.io/docker/image-size/toniblyx/prowler"></a>
   <a href="https://gallery.ecr.aws/prowler-cloud/prowler"><img width="120" height=19" alt="AWS ECR Gallery" src="https://user-images.githubusercontent.com/3985464/151531396-b6535a68-c907-44eb-95a1-a09508178616.png"></a>
   <a href="https://codecov.io/gh/prowler-cloud/prowler"><img src="https://codecov.io/gh/prowler-cloud/prowler/graph/badge.svg?token=OflBGsdpDl"/></a>
 </p>
 <p align="center">
-  <a href="https://github.com/prowler-cloud/prowler"><img alt="Repo size" src="https://img.shields.io/github/repo-size/prowler-cloud/prowler"></a>
-  <a href="https://github.com/prowler-cloud/prowler/issues"><img alt="Issues" src="https://img.shields.io/github/issues/prowler-cloud/prowler"></a>
-  <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/v/release/prowler-cloud/prowler?include_prereleases"></a>
+    <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/v/release/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/release-date/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler"><img alt="Contributors" src="https://img.shields.io/github/contributors-anon/prowler-cloud/prowler"></a>
+  <a href="https://github.com/prowler-cloud/prowler/issues"><img alt="Issues" src="https://img.shields.io/github/issues/prowler-cloud/prowler"></a>
   <a href="https://github.com/prowler-cloud/prowler"><img alt="License" src="https://img.shields.io/github/license/prowler-cloud/prowler"></a>
   <a href="https://twitter.com/ToniBlyx"><img alt="Twitter" src="https://img.shields.io/twitter/follow/toniblyx?style=social"></a>
   <a href="https://twitter.com/prowlercloud"><img alt="Twitter" src="https://img.shields.io/twitter/follow/prowlercloud?style=social"></a>
@@ -43,15 +40,25 @@
 
 # Description
 
-**Prowler** is an Open Source security tool to perform AWS, Azure, Google Cloud and Kubernetes security best practices assessments, audits, incident response, continuous monitoring, hardening and forensics readiness, and also remediations! We have Prowler CLI (Command Line Interface) that we call Prowler Open Source and a service on top of it that we call <a href="https://prowler.com">Prowler SaaS</a>.
+**Prowler** is an open-source security tool designed to assess and enforce security best practices across AWS, Azure, Google Cloud, and Kubernetes. It supports tasks such as security audits, incident response, continuous monitoring, system hardening, forensic readiness, and remediation processes.
+
+Prowler includes hundreds of built-in controls to ensure compliance with standards and frameworks, including:
+
+- **Industry Standards:** CIS, NIST 800, NIST CSF, and CISA
+- **Regulatory Compliance and Governance:** RBI, FedRAMP, and PCI-DSS
+- **Frameworks for Sensitive Data and Privacy:** GDPR, HIPAA, and FFIEC
+- **Frameworks for Organizational Governance and Quality Control:** SOC2 and GXP
+- **AWS-Specific Frameworks:** AWS Foundational Technical Review (FTR) and AWS Well-Architected Framework (Security Pillar)
+- **National Security Standards:** ENS (Spanish National Security Scheme)
+- **Custom Security Frameworks:** Tailored to your needs
 
 ## Prowler App
 
-Prowler App is a web application that allows you to run Prowler in your cloud provider accounts and visualize the results in a user-friendly interface.
+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/img/overview.png)
+![Prowler App](docs/products/img/overview.png)
 
->More details at [Prowler App Documentation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-app-installation)
+>For more details, refer to the [Prowler App Documentation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-app-installation)
 
 ## Prowler CLI
 
@@ -60,29 +67,51 @@ prowler <provider>
 ```
 ![Prowler CLI Execution](docs/img/short-display.png)
 
+
 ## Prowler Dashboard
 
 ```console
 prowler dashboard
 ```
-![Prowler Dashboard](docs/img/dashboard.png)
+![Prowler Dashboard](docs/products/img/dashboard.png)
 
-It contains hundreds of controls covering CIS, NIST 800, NIST CSF, CISA, RBI, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, AWS Well-Architected Framework Security Pillar, AWS Foundational Technical Review (FTR), ENS (Spanish National Security Scheme) and your custom security frameworks.
+# 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) |
-|---|---|---|---|---|
-| AWS | 561 | 81 -> `prowler aws --list-services` | 30 -> `prowler aws --list-compliance` | 9 -> `prowler aws --list-categories` |
-| GCP | 77 | 13 -> `prowler gcp --list-services` | 3 -> `prowler gcp --list-compliance` | 2 -> `prowler gcp --list-categories`|
-| Azure | 139 | 18 -> `prowler azure --list-services` | 4 -> `prowler azure --list-compliance` | 2 -> `prowler azure --list-categories` |
-| Kubernetes | 83 | 7 -> `prowler kubernetes --list-services` | 1 -> `prowler kubernetes --list-compliance` | 7 -> `prowler kubernetes --list-categories` |
+
+| 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 |
+| 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 |
+| LLM | [See `promptfoo` docs.](https://www.promptfoo.dev/docs/red-team/plugins/) | N/A | N/A | N/A | Official | Beta | CLI |
+| NHN | 6 | 2 | 1 | 0 | Unofficial | Beta | CLI |
+
+> [!Note]
+> The numbers in the table are updated periodically.
+
+
+
+> [!Note]
+> Use the following commands to list Prowler's available checks, services, compliance frameworks, and categories:
+> - `prowler <provider> --list-checks`
+> - `prowler <provider> --list-services`
+> - `prowler <provider> --list-compliance`
+> - `prowler <provider> --list-categories`
 
 # 💻 Installation
 
 ## Prowler App
 
-Prowler App can be installed in different ways, depending on your environment:
+Prowler App offers flexible installation methods tailored to various environments:
 
-> See how to use Prowler App in the [Prowler App Usage Guide](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/prowler-app/).
+> For detailed instructions on using Prowler App, refer to the [Prowler App Usage Guide](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/prowler-app/).
 
 ### Docker Compose
 
@@ -98,14 +127,31 @@ curl -LO https://raw.githubusercontent.com/prowler-cloud/prowler/refs/heads/mast
 docker compose up -d
 ```
 
-> Enjoy Prowler App at http://localhost:3000 by signing up with your email and password.
+> Containers are built for `linux/amd64`.
+
+### Configuring Your Workstation for Prowler App
+
+If your workstation's architecture is incompatible, you can resolve this by:
+
+- **Setting the environment variable**: `DOCKER_DEFAULT_PLATFORM=linux/amd64`
+- **Using the following flag in your Docker command**: `--platform linux/amd64`
+
+> Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.
+
+### Common Issues with Docker Pull Installation
+
+> [!Note]
+  If you want to use AWS role assumption (e.g., with the "Connect assuming IAM Role" option), you may need to mount your local `.aws` directory into the container as a volume (e.g., `- "${HOME}/.aws:/home/prowler/.aws:ro"`). There are several ways to configure credentials for Docker containers. See the [Troubleshooting](./docs/troubleshooting.md) section for more details and examples.
+
+You can find more information in the [Troubleshooting](./docs/troubleshooting.md) section.
+
 
 ### From GitHub
 
 **Requirements**
 
 * `git` installed.
-* `poetry` installed: [poetry installation](https://python-poetry.org/docs/#installation).
+* `poetry` v2 installed: [poetry installation](https://python-poetry.org/docs/#installation).
 * `npm` installed: [npm installation](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm).
 * `Docker Compose` installed: https://docs.docker.com/compose/install/.
 
@@ -115,7 +161,7 @@ docker compose up -d
 git clone https://github.com/prowler-cloud/prowler
 cd prowler/api
 poetry install
-poetry shell
+eval $(poetry env activate)
 set -a
 source .env
 docker compose up postgres valkey -d
@@ -123,8 +169,13 @@ cd src/backend
 python manage.py migrate --database admin
 gunicorn -c config/guniconf.py config.wsgi:application
 ```
+> [!IMPORTANT]
+> As of Poetry v2.0.0, the `poetry shell` command has been deprecated. Use `poetry env activate` instead for environment activation.
+>
+> If your Poetry version is below v2.0.0, continue using `poetry shell` to activate your environment.
+> For further guidance, refer to the Poetry Environment Activation Guide https://python-poetry.org/docs/managing-environments/#activating-the-environment.
 
-> Now, you can access the API documentation at http://localhost:8080/api/v1/docs.
+> After completing the setup, access the API documentation at http://localhost:8080/api/v1/docs.
 
 **Commands to run the API Worker**
 
@@ -132,13 +183,26 @@ gunicorn -c config/guniconf.py config.wsgi:application
 git clone https://github.com/prowler-cloud/prowler
 cd prowler/api
 poetry install
-poetry shell
+eval $(poetry env activate)
 set -a
 source .env
 cd src/backend
 python -m celery -A config.celery worker -l info -E
 ```
 
+**Commands to run the API Scheduler**
+
+``` console
+git clone https://github.com/prowler-cloud/prowler
+cd prowler/api
+poetry install
+eval $(poetry env activate)
+set -a
+source .env
+cd src/backend
+python -m celery -A config.celery beat -l info --scheduler django_celery_beat.schedulers:DatabaseScheduler
+```
+
 **Commands to run the UI**
 
 ``` console
@@ -149,33 +213,35 @@ npm run build
 npm start
 ```
 
-> Enjoy Prowler App at http://localhost:3000 by signing up with your email and password.
+> Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.
 
 ## Prowler CLI
 ### Pip package
-Prowler CLI is available as a project in [PyPI](https://pypi.org/project/prowler-cloud/), thus can be installed using pip with Python >= 3.9, < 3.13:
+Prowler CLI is available as a project in [PyPI](https://pypi.org/project/prowler-cloud/). Consequently, it can be installed using pip with Python >3.9.1, <3.13:
 
 ```console
 pip install prowler
 prowler -v
 ```
->More details at [https://docs.prowler.com](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-cli-installation)
+>For further guidance, refer to [https://docs.prowler.com](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-cli-installation)
 
 ### Containers
 
-The available versions of Prowler CLI are the following:
+**Available Versions of Prowler CLI**
 
-- `latest`: in sync with `master` branch (bear in mind that it is not a stable version)
-- `v4-latest`: in sync with `v4` branch (bear in mind that it is not a stable version)
-- `v3-latest`: in sync with `v3` branch (bear in mind that it is not a stable version)
-- `<x.y.z>` (release): you can find the releases [here](https://github.com/prowler-cloud/prowler/releases), those are stable releases.
-- `stable`: this tag always point to the latest release.
-- `v4-stable`: this tag always point to the latest release for v4.
-- `v3-stable`: this tag always point to the latest release for v3.
+The following versions of Prowler CLI are available, depending on your requirements:
+
+- `latest`: Synchronizes with the `master` branch. Note that this version is not stable.
+- `v4-latest`: Synchronizes with the `v4` branch. Note that this version is not stable.
+- `v3-latest`: Synchronizes with the `v3` branch. Note that this version is not stable.
+- `<x.y.z>` (release): Stable releases corresponding to specific versions. You can find the complete list of releases [here](https://github.com/prowler-cloud/prowler/releases).
+- `stable`: Always points to the latest release.
+- `v4-stable`: Always points to the latest release for v4.
+- `v3-stable`: Always points to the latest release for v3.
 
 The container images are available here:
 - Prowler CLI:
-    - [DockerHub](https://hub.docker.com/r/toniblyx/prowler/tags)
+    - [DockerHub](https://hub.docker.com/r/prowlercloud/prowler/tags)
     - [AWS Public ECR](https://gallery.ecr.aws/prowler-cloud/prowler)
 - Prowler App:
     - [DockerHub - Prowler UI](https://hub.docker.com/r/prowlercloud/prowler-ui/tags)
@@ -183,53 +249,65 @@ The container images are available here:
 
 ### From GitHub
 
-Python >= 3.9, < 3.13 is required with pip and poetry:
+Python >3.9.1, <3.13 is required with pip and Poetry:
 
 ``` console
 git clone https://github.com/prowler-cloud/prowler
 cd prowler
-poetry shell
+eval $(poetry env activate)
 poetry install
-python prowler.py -v
+python prowler-cli.py -v
 ```
-> If you want to clone Prowler from Windows, use `git config core.longpaths true` to allow long file paths.
-# 📐✏️ High level architecture
+> [!IMPORTANT]
+> To clone Prowler on Windows, configure Git to support long file paths by running the following command: `git config core.longpaths true`.
+
+> [!IMPORTANT]
+> As of Poetry v2.0.0, the `poetry shell` command has been deprecated. Use `poetry env activate` instead for environment activation.
+>
+> If your Poetry version is below v2.0.0, continue using `poetry shell` to activate your environment.
+> For further guidance, refer to the Poetry Environment Activation Guide https://python-poetry.org/docs/managing-environments/#activating-the-environment.
+
+# ✏️ High level architecture
 
 ## Prowler App
-The **Prowler App** consists of three main components:
+**Prowler App** is composed of three key components:
 
-- **Prowler UI**: A user-friendly web interface for running Prowler and viewing results, powered by Next.js.
-- **Prowler API**: The backend API that executes Prowler scans and stores the results, built with Django REST Framework.
-- **Prowler SDK**: A Python SDK that integrates with the Prowler CLI for advanced functionality.
+- **Prowler UI**: A web-based interface, built with Next.js, providing a user-friendly experience for executing Prowler scans and visualizing results.
+- **Prowler API**: A backend service, developed with Django REST Framework, responsible for running Prowler scans and storing the generated results.
+- **Prowler SDK**: A Python SDK designed to extend the functionality of the Prowler CLI for advanced capabilities.
 
-![Prowler App Architecture](docs/img/prowler-app-architecture.png)
+![Prowler App Architecture](docs/products/img/prowler-app-architecture.png)
 
 ## Prowler CLI
-You can run Prowler from your workstation, a Kubernetes Job, a Google Compute Engine, an Azure VM, an EC2 instance, Fargate or any other container, CloudShell and many more.
+
+**Running Prowler**
+
+Prowler can be executed across various environments, offering flexibility to meet your needs. It can be run from:
+
+- Your own workstation
+
+- A Kubernetes Job
+
+- Google Compute Engine
+
+- Azure Virtual Machines (VMs)
+
+- Amazon EC2 instances
+
+- AWS Fargate or other container platforms
+
+- CloudShell
+
+And many more environments.
 
 ![Architecture](docs/img/architecture.png)
 
-# Deprecations from v3
-
-## General
-- `Allowlist` now is called `Mutelist`.
-- The `--quiet` option has been deprecated, now use the `--status` flag to select the finding's status you want to get from PASS, FAIL or MANUAL.
-- All `INFO` finding's status has changed to `MANUAL`.
-- The CSV output format is common for all the providers.
-
-We have deprecated some of our outputs formats:
-- The native JSON is replaced for the JSON [OCSF](https://schema.ocsf.io/) v1.1.0, common for all the providers.
-
-## AWS
-- Deprecate the AWS flag --sts-endpoint-region since we use AWS STS regional tokens.
-- To send only FAILS to AWS Security Hub, now use either `--send-sh-only-fails` or `--security-hub --status FAIL`.
-
-
 # 📖 Documentation
 
-Install, Usage, Tutorials and Developer Guide is at https://docs.prowler.com/
+For installation instructions, usage details, tutorials, and the Developer Guide, visit https://docs.prowler.com/
 
 # 📃 License
 
-Prowler is licensed as Apache License 2.0 as specified in each file. You may obtain a copy of the License at
-<http://www.apache.org/licenses/LICENSE-2.0>
+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>

SECURITY.md

@@ -1,23 +1,65 @@
-# Security Policy
+# Security
 
-## Software Security
-As an **AWS Partner** and we have passed the [AWS Foundation Technical Review (FTR)](https://aws.amazon.com/partners/foundational-technical-review/) and we use the following tools and automation to make sure our code is secure and dependencies up-to-dated:
+## Reporting Vulnerabilities
 
-- `bandit` for code security review.
-- `safety` and `dependabot` for dependencies.
-- `hadolint` and `dockle` for our containers security.
-- `snyk` in Docker Hub.
-- `clair` in Amazon ECR.
-- `vulture`, `flake8`, `black` and `pylint` for formatting and best practices.
+At Prowler, we consider the security of our open source software and systems a top priority. But no matter how much effort we put into system security, there can still be vulnerabilities present.
 
-## Reporting a Vulnerability
+If you discover a vulnerability, we would like to know about it so we can take steps to address it as quickly as possible. We would like to ask you to help us better protect our users, our clients and our systems.
 
-If you would like to report a vulnerability or have a security concern regarding Prowler Open Source or ProwlerPro service, please submit the information by contacting to https://support.prowler.com.
+When reporting vulnerabilities, please consider (1) attack scenario / exploitability, and (2) the security impact of the bug. The following issues are considered out of scope:
 
-The information you share with ProwlerPro as part of this process is kept confidential within ProwlerPro. We will only share this information with a third party if the vulnerability you report is found to affect a third-party product, in which case we will share this information with the third-party product's author or manufacturer. Otherwise, we will only share this information as permitted by you.
+- Social engineering support or attacks requiring social engineering.
+- Clickjacking on pages with no sensitive actions.
+- Cross-Site Request Forgery (CSRF) on unauthenticated forms or forms with no sensitive actions.
+- Attacks requiring Man-In-The-Middle (MITM) or physical access to a user's device.
+- Previously known vulnerable libraries without a working Proof of Concept (PoC).
+- Comma Separated Values (CSV) injection without demonstrating a vulnerability.
+- Missing best practices in SSL/TLS configuration.
+- Any activity that could lead to the disruption of service (DoS).
+- Rate limiting or brute force issues on non-authentication endpoints.
+- Missing best practices in Content Security Policy (CSP).
+- Missing HttpOnly or Secure flags on cookies.
+- Configuration of or missing security headers.
+- Missing email best practices, such as invalid, incomplete, or missing SPF/DKIM/DMARC records.
+- Vulnerabilities only affecting users of outdated or unpatched browsers (less than two stable versions behind).
+- Software version disclosure, banner identification issues, or descriptive error messages.
+- Tabnabbing.
+- Issues that require unlikely user interaction.
+- Improper logout functionality and improper session timeout.
+- CORS misconfiguration without an exploitation scenario.
+- Broken link hijacking.
+- Automated scanning results (e.g., sqlmap, Burp active scanner) that have not been manually verified.
+- Content spoofing and text injection issues without a clear attack vector.
+- Email spoofing without exploiting security flaws.
+- Dead links or broken links.
+- User enumeration.
 
-We will review the submitted report, and assign it a tracking number. We will then respond to you, acknowledging receipt of the report, and outline the next steps in the process.
+Testing guidelines:
+- Do not run automated scanners on other customer projects. Running automated scanners can run up costs for our users. Aggressively configured scanners might inadvertently disrupt services, exploit vulnerabilities, lead to system instability or breaches and violate Terms of Service from our upstream providers. Our own security systems won't be able to distinguish hostile reconnaissance from whitehat research. If you wish to run an automated scanner, notify us at support@prowler.com and only run it on your own Prowler app project. Do NOT attack Prowler in usage of other customers.
+- Do not take advantage of the vulnerability or problem you have discovered, for example by downloading more data than necessary to demonstrate the vulnerability or deleting or modifying other people's data.
 
-You will receive a non-automated response to your initial contact within 24 hours, confirming receipt of your reported vulnerability.
+Reporting guidelines:
+- File a report through our Support Desk at https://support.prowler.com
+- If it is about a lack of a security functionality, please file a feature request instead at https://github.com/prowler-cloud/prowler/issues
+- Do provide sufficient information to reproduce the problem, so we will be able to resolve it as quickly as possible.
+- If you have further questions and want direct interaction with the Prowler team, please contact us at via our Community Slack at goto.prowler.com/slack.
 
-We will coordinate public notification of any validated vulnerability with you. Where possible, we prefer that our respective public disclosures be posted simultaneously.
+Disclosure guidelines:
+- In order to protect our users and customers, do not reveal the problem to others until we have researched, addressed and informed our affected customers.
+- If you want to publicly share your research about Prowler at a conference, in a blog or any other public forum, you should share a draft with us for review and approval at least 30 days prior to the publication date. Please note that the following should not be included:
+    - Data regarding any Prowler user or customer projects.
+    - Prowler customers' data.
+    - Information about Prowler employees, contractors or partners.
+
+What we promise:
+- We will respond to your report within 5 business days with our evaluation of the report and an expected resolution date.
+- If you have followed the instructions above, we will not take any legal action against you in regard to the report.
+- We will handle your report with strict confidentiality, and not pass on your personal details to third parties without your permission.
+- We will keep you informed of the progress towards resolving the problem.
+- In the public information concerning the problem reported, we will give your name as the discoverer of the problem (unless you desire otherwise).
+
+We strive to resolve all problems as quickly as possible, and we would like to play an active role in the ultimate publication on the problem after it is resolved.
+
+---
+
+For more information about our security policies, please refer to our [Security](https://docs.prowler.com/projects/prowler-open-source/en/latest/security/) section in our documentation.

api/.env.example

@@ -19,10 +19,13 @@ DJANGO_REFRESH_TOKEN_LIFETIME=1440
 DJANGO_CACHE_MAX_AGE=3600
 DJANGO_STALE_WHILE_REVALIDATE=60
 DJANGO_SECRETS_ENCRYPTION_KEY=""
+# Throttle, two options: Empty means no throttle; or if desired use one in DRF format: https://www.django-rest-framework.org/api-guide/throttling/#setting-the-throttling-policy
+DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
 # Decide whether to allow Django manage database table partitions
 DJANGO_MANAGE_DB_PARTITIONS=[True|False]
 DJANGO_CELERY_DEADLOCK_ATTEMPTS=5
 DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
+DJANGO_SENTRY_DSN=
 
 # PostgreSQL settings
 # If running django and celery on host, use 'localhost', else use 'postgres-db'
@@ -39,3 +42,19 @@ POSTGRES_DB=prowler_db
 VALKEY_HOST=[localhost|valkey]
 VALKEY_PORT=6379
 VALKEY_DB=0
+
+# Sentry settings
+SENTRY_ENVIRONMENT=local
+SENTRY_RELEASE=local
+
+# Social login credentials
+DJANGO_GOOGLE_OAUTH_CLIENT_ID=""
+DJANGO_GOOGLE_OAUTH_CLIENT_SECRET=""
+DJANGO_GOOGLE_OAUTH_CALLBACK_URL=""
+
+DJANGO_GITHUB_OAUTH_CLIENT_ID=""
+DJANGO_GITHUB_OAUTH_CLIENT_SECRET=""
+DJANGO_GITHUB_OAUTH_CALLBACK_URL=""
+
+# Deletion Task Batch Size
+DJANGO_DELETION_BATCH_SIZE=5000

api/.gitignore

@@ -1,168 +0,0 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.pyc
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-/_data/
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-#   For a library or package, you might want to ignore these files since the code is
-#   intended to run in multiple environments; otherwise, check them in:
-# .python-version
-
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# poetry
-#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
-
-# pdm
-#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-#   in version control.
-#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
-.pdm.toml
-.pdm-python
-.pdm-build/
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-*.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
-
-# PyCharm
-#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-#  and can be added to the global gitignore or merged into this file.  For a more nuclear
-#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-.idea/
-
-# VSCode
-.vscode/

api/.pre-commit-config.yaml

@@ -1,91 +0,0 @@
-repos:
-  ## GENERAL
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
-    hooks:
-      - id: check-merge-conflict
-      - id: check-yaml
-        args: ["--unsafe"]
-      - id: check-json
-      - id: end-of-file-fixer
-      - id: trailing-whitespace
-      - id: no-commit-to-branch
-      - id: pretty-format-json
-        args: ["--autofix", "--no-sort-keys", "--no-ensure-ascii"]
-        exclude: 'src/backend/api/fixtures/dev/.*\.json$'
-
-  ## TOML
-  - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
-    rev: v2.13.0
-    hooks:
-      - id: pretty-format-toml
-        args: [--autofix]
-        files: pyproject.toml
-
-  ## BASH
-  - repo: https://github.com/koalaman/shellcheck-precommit
-    rev: v0.10.0
-    hooks:
-      - id: shellcheck
-        exclude: contrib
-  ## PYTHON
-  - repo: https://github.com/astral-sh/ruff-pre-commit
-    # Ruff version.
-    rev: v0.5.0
-    hooks:
-      # Run the linter.
-      - id: ruff
-        args: [ --fix ]
-      # Run the formatter.
-      - id: ruff-format
-
-  - repo: https://github.com/python-poetry/poetry
-    rev: 1.8.0
-    hooks:
-      - id: poetry-check
-        args: ["--directory=src"]
-      - id: poetry-lock
-        args: ["--no-update", "--directory=src"]
-
-  - repo: https://github.com/hadolint/hadolint
-    rev: v2.13.0-beta
-    hooks:
-      - id: hadolint
-        args: ["--ignore=DL3013", "Dockerfile"]
-
-  - repo: local
-    hooks:
-      - id: pylint
-        name: pylint
-        entry: bash -c 'poetry run pylint --disable=W,C,R,E -j 0 -rn -sn src/'
-        language: system
-        files: '.*\.py'
-
-      - id: trufflehog
-        name: TruffleHog
-        description: Detect secrets in your data.
-        entry: bash -c 'trufflehog --no-update git file://. --only-verified --fail'
-        # For running trufflehog in docker, use the following entry instead:
-        # entry: bash -c 'docker run -v "$(pwd):/workdir" -i --rm trufflesecurity/trufflehog:latest git file:///workdir --only-verified --fail'
-        language: system
-        stages: ["commit", "push"]
-
-      - id: bandit
-        name: bandit
-        description: "Bandit is a tool for finding common security issues in Python code"
-        entry: bash -c 'poetry run bandit -q -lll -x '*_test.py,./contrib/,./.venv/' -r .'
-        language: system
-        files: '.*\.py'
-
-      - id: safety
-        name: safety
-        description: "Safety is a tool that checks your installed dependencies for known security vulnerabilities"
-        entry: bash -c 'poetry run safety check --ignore 70612,66963'
-        language: system
-
-      - id: vulture
-        name: vulture
-        description: "Vulture finds unused code in Python programs."
-        entry: bash -c 'poetry run vulture --exclude "contrib,.venv,tests,conftest.py" --min-confidence 100 .'
-        language: system
-        files: '.*\.py'

api/CHANGELOG.md

@@ -0,0 +1,272 @@
+# Prowler API Changelog
+
+All notable changes to the **Prowler API** are documented in this file.
+
+## [1.14.0] (Prowler UNRELEASED)
+
+### 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)
+- API Key support [(#8805)](https://github.com/prowler-cloud/prowler/pull/8805)
+
+### 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 5.12.3)
+
+### Fixed
+- 500 error when deleting user [(#8731)](https://github.com/prowler-cloud/prowler/pull/8731)
+
+---
+
+## [1.13.1] (Prowler 5.12.2)
+
+### 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 5.12.0)
+
+### Added
+- Integration with JIRA, enabling sending findings to a JIRA project [(#8622)](https://github.com/prowler-cloud/prowler/pull/8622), [(#8637)](https://github.com/prowler-cloud/prowler/pull/8637)
+- `GET /overviews/findings_severity` now supports `filter[status]` and `filter[status__in]` to aggregate by specific statuses (`FAIL`, `PASS`)[(#8186)](https://github.com/prowler-cloud/prowler/pull/8186)
+- Throttling options for `/api/v1/tokens` using the `DJANGO_THROTTLE_TOKEN_OBTAIN` environment variable [(#8647)](https://github.com/prowler-cloud/prowler/pull/8647)
+
+---
+
+## [1.12.0] (Prowler 5.11.0)
+
+### Added
+- Lighthouse support for OpenAI GPT-5 [(#8527)](https://github.com/prowler-cloud/prowler/pull/8527)
+- Integration with Amazon Security Hub, enabling sending findings to Security Hub [(#8365)](https://github.com/prowler-cloud/prowler/pull/8365)
+- Generate ASFF output for AWS providers with SecurityHub integration enabled [(#8569)](https://github.com/prowler-cloud/prowler/pull/8569)
+
+### Fixed
+- GitHub provider always scans user instead of organization when using provider UID [(#8587)](https://github.com/prowler-cloud/prowler/pull/8587)
+
+---
+
+## [1.11.0] (Prowler 5.10.0)
+
+### Added
+- Github provider support [(#8271)](https://github.com/prowler-cloud/prowler/pull/8271)
+- Integration with Amazon S3, enabling storage and retrieval of scan data via S3 buckets [(#8056)](https://github.com/prowler-cloud/prowler/pull/8056)
+
+### Fixed
+- Avoid sending errors to Sentry in M365 provider when user authentication fails [(#8420)](https://github.com/prowler-cloud/prowler/pull/8420)
+
+---
+
+## [1.10.2] (Prowler v5.9.2)
+
+### Changed
+- Optimized queries for resources views [(#8336)](https://github.com/prowler-cloud/prowler/pull/8336)
+
+---
+
+## [v1.10.1] (Prowler v5.9.1)
+
+### Fixed
+- Calculate failed findings during scans to prevent heavy database queries [(#8322)](https://github.com/prowler-cloud/prowler/pull/8322)
+
+---
+
+## [v1.10.0] (Prowler v5.9.0)
+
+### Added
+- SSO with SAML support [(#8175)](https://github.com/prowler-cloud/prowler/pull/8175)
+- `GET /resources/metadata`, `GET /resources/metadata/latest` and `GET /resources/latest` to expose resource metadata and latest scan results [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+
+### Changed
+- `/processors` endpoints to post-process findings. Currently, only the Mutelist processor is supported to allow to mute findings.
+- Optimized the underlying queries for resources endpoints [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+- Optimized include parameters for resources view [(#8229)](https://github.com/prowler-cloud/prowler/pull/8229)
+- Optimized overview background tasks [(#8300)](https://github.com/prowler-cloud/prowler/pull/8300)
+
+### Fixed
+- Search filter for findings and resources [(#8112)](https://github.com/prowler-cloud/prowler/pull/8112)
+- RBAC is now applied to `GET /overviews/providers` [(#8277)](https://github.com/prowler-cloud/prowler/pull/8277)
+
+### Changed
+- `POST /schedules/daily` returns a `409 CONFLICT` if already created [(#8258)](https://github.com/prowler-cloud/prowler/pull/8258)
+
+### Security
+- Enhanced password validation to enforce 12+ character passwords with special characters, uppercase, lowercase, and numbers [(#8225)](https://github.com/prowler-cloud/prowler/pull/8225)
+
+---
+
+## [v1.9.1] (Prowler v5.8.1)
+
+### Added
+- Custom exception for provider connection errors during scans [(#8234)](https://github.com/prowler-cloud/prowler/pull/8234)
+
+### Changed
+- Summary and overview tasks now use a dedicated queue and no longer propagate errors to compliance tasks [(#8214)](https://github.com/prowler-cloud/prowler/pull/8214)
+
+### Fixed
+- Scan with no resources will not trigger legacy code for findings metadata [(#8183)](https://github.com/prowler-cloud/prowler/pull/8183)
+- Invitation email comparison case-insensitive [(#8206)](https://github.com/prowler-cloud/prowler/pull/8206)
+
+### Removed
+- Validation of the provider's secret type during updates [(#8197)](https://github.com/prowler-cloud/prowler/pull/8197)
+
+---
+
+## [v1.9.0] (Prowler v5.8.0)
+
+### Added
+- Support GCP Service Account key [(#7824)](https://github.com/prowler-cloud/prowler/pull/7824)
+- `GET /compliance-overviews` endpoints to retrieve compliance metadata and specific requirements statuses [(#7877)](https://github.com/prowler-cloud/prowler/pull/7877)
+- Lighthouse configuration support [(#7848)](https://github.com/prowler-cloud/prowler/pull/7848)
+
+### Changed
+- Reworked `GET /compliance-overviews` to return proper requirement metrics [(#7877)](https://github.com/prowler-cloud/prowler/pull/7877)
+- Optional `user` and `password` for M365 provider [(#7992)](https://github.com/prowler-cloud/prowler/pull/7992)
+
+### Fixed
+- Scheduled scans are no longer deleted when their daily schedule run is disabled [(#8082)](https://github.com/prowler-cloud/prowler/pull/8082)
+
+---
+
+## [v1.8.5] (Prowler v5.7.5)
+
+### Fixed
+- Normalize provider UID to ensure safe and unique export directory paths [(#8007)](https://github.com/prowler-cloud/prowler/pull/8007).
+- Blank resource types in `/metadata` endpoints [(#8027)](https://github.com/prowler-cloud/prowler/pull/8027)
+
+---
+
+## [v1.8.4] (Prowler v5.7.4)
+
+### Removed
+- Reverted RLS transaction handling and DB custom backend [(#7994)](https://github.com/prowler-cloud/prowler/pull/7994)
+
+---
+
+## [v1.8.3] (Prowler v5.7.3)
+
+### Added
+- Database backend to handle already closed connections [(#7935)](https://github.com/prowler-cloud/prowler/pull/7935)
+
+### Changed
+- Renamed field encrypted_password to password for M365 provider [(#7784)](https://github.com/prowler-cloud/prowler/pull/7784)
+
+### Fixed
+- Transaction persistence with RLS operations [(#7916)](https://github.com/prowler-cloud/prowler/pull/7916)
+- Reverted the change `get_with_retry` to use the original `get` method for retrieving tasks [(#7932)](https://github.com/prowler-cloud/prowler/pull/7932)
+
+---
+
+## [v1.8.2] (Prowler v5.7.2)
+
+### Fixed
+- Task lookup to use task_kwargs instead of task_args for scan report resolution [(#7830)](https://github.com/prowler-cloud/prowler/pull/7830)
+- Kubernetes UID validation to allow valid context names [(#7871)](https://github.com/prowler-cloud/prowler/pull/7871)
+- Connection status verification before launching a scan [(#7831)](https://github.com/prowler-cloud/prowler/pull/7831)
+- Race condition when creating background tasks [(#7876)](https://github.com/prowler-cloud/prowler/pull/7876)
+- Error when modifying or retrieving tenants due to missing user UUID in transaction context [(#7890)](https://github.com/prowler-cloud/prowler/pull/7890)
+
+---
+
+## [v1.8.1] (Prowler v5.7.1)
+
+### Fixed
+- Added database index to improve performance on finding lookup [(#7800)](https://github.com/prowler-cloud/prowler/pull/7800)
+
+---
+
+## [v1.8.0] (Prowler v5.7.0)
+
+### Added
+- Huge improvements to `/findings/metadata` and resource related filters for findings [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- Improvements to `/overviews` endpoints [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- Queue to perform backfill background tasks [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690)
+- New endpoints to retrieve latest findings and metadata [(#7743)](https://github.com/prowler-cloud/prowler/pull/7743)
+- Export support for Prowler ThreatScore in M365 [(7783)](https://github.com/prowler-cloud/prowler/pull/7783)
+
+---
+
+## [v1.7.0] (Prowler v5.6.0)
+
+### Added
+
+- M365 as a new provider [(#7563)](https://github.com/prowler-cloud/prowler/pull/7563)
+- `compliance/` folder and ZIP‐export functionality for all compliance reports [(#7653)](https://github.com/prowler-cloud/prowler/pull/7653)
+- API endpoint to fetch and download any specific compliance file by name [(#7653)](https://github.com/prowler-cloud/prowler/pull/7653)
+
+---
+
+## [v1.6.0] (Prowler v5.5.0)
+
+### Added
+
+- Support for developing new integrations [(#7167)](https://github.com/prowler-cloud/prowler/pull/7167)
+- HTTP Security Headers [(#7289)](https://github.com/prowler-cloud/prowler/pull/7289)
+- New endpoint to get the compliance overviews metadata [(#7333)](https://github.com/prowler-cloud/prowler/pull/7333)
+- Support for muted findings [(#7378)](https://github.com/prowler-cloud/prowler/pull/7378)
+- Missing fields to API findings and resources [(#7318)](https://github.com/prowler-cloud/prowler/pull/7318)
+
+---
+
+## [v1.5.4] (Prowler v5.4.4)
+
+### Fixed
+- Bug with periodic tasks when trying to delete a provider [(#7466)](https://github.com/prowler-cloud/prowler/pull/7466)
+
+---
+
+## [v1.5.3] (Prowler v5.4.3)
+
+### Fixed
+- Duplicated scheduled scans handling [(#7401)](https://github.com/prowler-cloud/prowler/pull/7401)
+- Environment variable to configure the deletion task batch size [(#7423)](https://github.com/prowler-cloud/prowler/pull/7423)
+
+---
+
+## [v1.5.2] (Prowler v5.4.2)
+
+### Changed
+- Refactored deletion logic and implemented retry mechanism for deletion tasks [(#7349)](https://github.com/prowler-cloud/prowler/pull/7349)
+
+---
+
+## [v1.5.1] (Prowler v5.4.1)
+
+### Fixed
+- Handle response in case local files are missing [(#7183)](https://github.com/prowler-cloud/prowler/pull/7183)
+- Race condition when deleting export files after the S3 upload [(#7172)](https://github.com/prowler-cloud/prowler/pull/7172)
+- Handle exception when a provider has no secret in test connection [(#7283)](https://github.com/prowler-cloud/prowler/pull/7283)
+
+---
+
+## [v1.5.0] (Prowler v5.4.0)
+
+### Added
+- Social login integration with Google and GitHub [(#6906)](https://github.com/prowler-cloud/prowler/pull/6906)
+- API scan report system, now all scans launched from the API will generate a compressed file with the report in OCSF, CSV and HTML formats [(#6878)](https://github.com/prowler-cloud/prowler/pull/6878)
+- Configurable Sentry integration [(#6874)](https://github.com/prowler-cloud/prowler/pull/6874)
+
+### Changed
+- Optimized `GET /findings` endpoint to improve response time and size [(#7019)](https://github.com/prowler-cloud/prowler/pull/7019)
+
+---
+
+## [v1.4.0] (Prowler v5.3.0)
+
+### Changed
+- Daily scheduled scan instances are now created beforehand with `SCHEDULED` state [(#6700)](https://github.com/prowler-cloud/prowler/pull/6700)
+- Findings endpoints now require at least one date filter [(#6800)](https://github.com/prowler-cloud/prowler/pull/6800)
+- Findings metadata endpoint received a performance improvement [(#6863)](https://github.com/prowler-cloud/prowler/pull/6863)
+- Increased the allowed length of the provider UID for Kubernetes providers [(#6869)](https://github.com/prowler-cloud/prowler/pull/6869)
+
+---

api/Dockerfile

@@ -1,43 +1,73 @@
-FROM python:3.12-alpine AS build
+FROM python:3.12.10-slim-bookworm AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/api"
 
-# hadolint ignore=DL3018
-RUN apk --no-cache add gcc python3-dev musl-dev linux-headers curl-dev
+ARG POWERSHELL_VERSION=7.5.0
+ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
+
+# hadolint ignore=DL3008
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    wget \
+    libicu72 \
+    gcc \
+    g++ \
+    make \
+    libxml2-dev \
+    libxmlsec1-dev \
+    libxmlsec1-openssl \
+    pkg-config \
+    libtool \
+    libxslt1-dev \
+    python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install PowerShell
+RUN ARCH=$(uname -m) && \
+    if [ "$ARCH" = "x86_64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-x64.tar.gz -O /tmp/powershell.tar.gz ; \
+    elif [ "$ARCH" = "aarch64" ]; then \
+        wget --progress=dot:giga https://github.com/PowerShell/PowerShell/releases/download/v${POWERSHELL_VERSION}/powershell-${POWERSHELL_VERSION}-linux-arm64.tar.gz -O /tmp/powershell.tar.gz ; \
+    else \
+        echo "Unsupported architecture: $ARCH" && exit 1 ; \
+    fi && \
+    mkdir -p /opt/microsoft/powershell/7 && \
+    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
+    chmod +x /opt/microsoft/powershell/7/pwsh && \
+    ln -s /opt/microsoft/powershell/7/pwsh /usr/bin/pwsh && \
+    rm /tmp/powershell.tar.gz
+
+# Add prowler user
+RUN addgroup --gid 1000 prowler && \
+    adduser --uid 1000 --gid 1000 --disabled-password --gecos "" prowler
 
-RUN apk --no-cache upgrade && \
-    addgroup -g 1000 prowler && \
-    adduser -D -u 1000 -G prowler prowler
 USER prowler
 
 WORKDIR /home/prowler
 
+# Ensure output directory exists
+RUN mkdir -p /tmp/prowler_api_output
+
 COPY pyproject.toml ./
 
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir poetry
 
-COPY src/backend/  ./backend/
-
 ENV PATH="/home/prowler/.local/bin:$PATH"
 
-RUN poetry install && \
+# Add `--no-root` to avoid installing the current project as a package
+RUN poetry install --no-root && \
     rm -rf ~/.cache/pip
 
+RUN poetry run python "$(poetry env info --path)/src/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py"
+
+COPY src/backend/ ./backend/
 COPY docker-entrypoint.sh ./docker-entrypoint.sh
 
 WORKDIR /home/prowler/backend
 
 # Development image
-# hadolint ignore=DL3006
 FROM build AS dev
 
-USER 0
-# hadolint ignore=DL3018
-RUN apk --no-cache add curl vim
-
-USER prowler
-
 ENTRYPOINT ["../docker-entrypoint.sh", "dev"]
 
 # Production image

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.
@@ -235,6 +239,7 @@ To view the logs for any component (e.g., Django, Celery worker), you can use th
 
 ```console
 docker logs -f $(docker ps --format "{{.Names}}" | grep 'api-')
+```
 
 ## Applying migrations
 
@@ -256,7 +261,7 @@ cd src/backend
 python manage.py loaddata api/fixtures/0_dev_users.json --database admin
 ```
 
-> The default credentials are `dev@prowler.com:thisisapassword123` or `dev2@prowler.com:thisisapassword123`
+> The default credentials are `dev@prowler.com:Thisisapassword123@` or `dev2@prowler.com:Thisisapassword123@`
 
 ## Run tests
 
@@ -269,3 +274,66 @@ poetry shell
 cd src/backend
 pytest
 ```
+
+# Custom commands
+
+Django provides a way to create custom commands that can be run from the command line.
+
+> These commands can be found in: ```prowler/api/src/backend/api/management/commands```
+
+To run a custom command, you need to be in the `prowler/api/src/backend` directory and run:
+
+```console
+poetry shell
+python manage.py <command_name>
+```
+
+## Generate dummy data
+
+```console
+python manage.py findings --tenant
+<TENANT_ID> --findings <NUM_FINDINGS> --re
+sources <NUM_RESOURCES> --batch <TRANSACTION_BATCH_SIZE> --alias <ALIAS>
+```
+
+This command creates, for a given tenant, a provider, scan and a set of findings and resources related altogether.
+
+> Scan progress and state are updated in real time.
+> - 0-33%: Create resources.
+> - 33-66%: Create findings.
+> - 66%: Create resource-finding mapping.
+>
+> The last step is required to access the findings details, since the UI needs that to print all the information.
+
+### Example
+
+```console
+~/backend $ poetry run python manage.py findings --tenant
+fffb1893-3fc7-4623-a5d9-fae47da1c528 --findings 25000 --re
+sources 1000 --batch 5000 --alias test-script
+
+Starting data population
+	Tenant: fffb1893-3fc7-4623-a5d9-fae47da1c528
+	Alias: test-script
+	Resources: 1000
+	Findings: 25000
+	Batch size: 5000
+
+
+Creating resources...
+100%|███████████████████████| 1/1 [00:00<00:00,  7.72it/s]
+Resources created successfully.
+
+
+Creating findings...
+100%|███████████████████████| 5/5 [00:05<00:00,  1.09s/it]
+Findings created successfully.
+
+
+Creating resource-finding mappings...
+100%|███████████████████████| 5/5 [00:02<00:00,  1.81it/s]
+Resource-finding mappings created successfully.
+
+
+Successfully populated test data.
+```

api/docker-compose.yml

@@ -1,125 +0,0 @@
-services:
-  api:
-    build:
-      dockerfile: Dockerfile
-    image: prowler-api
-    env_file:
-      - path: ./.env
-        required: false
-    ports:
-      - "${DJANGO_PORT:-8000}:${DJANGO_PORT:-8000}"
-    profiles:
-      - prod
-    depends_on:
-      postgres:
-        condition: service_healthy
-      valkey:
-        condition: service_healthy
-    entrypoint:
-      - "../docker-entrypoint.sh"
-      - "prod"
-
-  api-dev:
-    build:
-      dockerfile: Dockerfile
-      target: dev
-    image: prowler-api-dev
-    environment:
-      - DJANGO_SETTINGS_MODULE=config.django.devel
-      - DJANGO_LOGGING_FORMATTER=human_readable
-    env_file:
-      - path: ./.env
-        required: false
-    ports:
-      - "${DJANGO_PORT:-8080}:${DJANGO_PORT:-8080}"
-    volumes:
-      - "./src/backend:/home/prowler/backend"
-      - "./pyproject.toml:/home/prowler/pyproject.toml"
-    profiles:
-      - dev
-    depends_on:
-      postgres:
-        condition: service_healthy
-      valkey:
-        condition: service_healthy
-    entrypoint:
-      - "../docker-entrypoint.sh"
-      - "dev"
-
-  postgres:
-    image: postgres:16.3-alpine
-    ports:
-      - "${POSTGRES_PORT:-5432}:${POSTGRES_PORT:-5432}"
-    hostname: "postgres-db"
-    volumes:
-      - ./_data/postgres:/var/lib/postgresql/data
-    environment:
-      - POSTGRES_USER=${POSTGRES_ADMIN_USER:-prowler}
-      - POSTGRES_PASSWORD=${POSTGRES_ADMIN_PASSWORD:-S3cret}
-      - POSTGRES_DB=${POSTGRES_DB:-prowler_db}
-    env_file:
-      - path: ./.env
-        required: false
-    healthcheck:
-      test: ["CMD-SHELL", "sh -c 'pg_isready -U ${POSTGRES_ADMIN_USER:-prowler} -d ${POSTGRES_DB:-prowler_db}'"]
-      interval: 5s
-      timeout: 5s
-      retries: 5
-
-  valkey:
-    image: valkey/valkey:7-alpine3.19
-    ports:
-      - "${VALKEY_PORT:-6379}:6379"
-    hostname: "valkey"
-    volumes:
-      - ./_data/valkey:/data
-    env_file:
-      - path: ./.env
-        required: false
-    healthcheck:
-      test: ["CMD-SHELL", "sh -c 'valkey-cli ping'"]
-      interval: 10s
-      timeout: 5s
-      retries: 3
-
-  worker:
-    build:
-      dockerfile: Dockerfile
-    image: prowler-worker
-    environment:
-      - DJANGO_SETTINGS_MODULE=${DJANGO_SETTINGS_MODULE:-config.django.production}
-    env_file:
-      - path: ./.env
-        required: false
-    profiles:
-      - dev
-      - prod
-    depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
-        condition: service_healthy
-    entrypoint:
-      - "../docker-entrypoint.sh"
-      - "worker"
-
-  worker-beat:
-    build:
-      dockerfile: Dockerfile
-    image: prowler-worker
-    environment:
-      - DJANGO_SETTINGS_MODULE=${DJANGO_SETTINGS_MODULE:-config.django.production}
-    env_file:
-      - path: ./.env
-        required: false
-    profiles:
-      - dev
-      - prod
-    depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
-        condition: service_healthy
-    entrypoint:
-      - "../docker-entrypoint.sh"
-      - "beat"

api/docker-entrypoint.sh

@@ -3,6 +3,10 @@
 
 apply_migrations() {
   echo "Applying database migrations..."
+
+  # Fix Inconsistent migration history after adding sites app
+  poetry run python manage.py check_and_fix_socialaccount_sites_migration --database admin
+
   poetry run python manage.py migrate --database admin
 }
 
@@ -28,7 +32,7 @@ start_prod_server() {
 
 start_worker() {
   echo "Starting the worker..."
-  poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans -E
+  poetry run python -m celery -A config.celery worker -l "${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

@@ -2,43 +2,57 @@
 build-backend = "poetry.core.masonry.api"
 requires = ["poetry-core"]
 
-[tool.poetry]
-authors = ["Prowler Team"]
+[project]
+authors = [{name = "Prowler Engineering", email = "engineering@prowler.com"}]
+dependencies = [
+  "celery[pytest] (>=5.4.0,<6.0.0)",
+  "dj-rest-auth[with_social,jwt] (==7.0.1)",
+  "django (==5.1.13)",
+  "django-allauth[saml] (>=65.8.0,<66.0.0)",
+  "django-celery-beat (>=2.7.0,<3.0.0)",
+  "django-celery-results (>=2.5.1,<3.0.0)",
+  "django-cors-headers==4.4.0",
+  "django-environ==0.11.2",
+  "django-filter==24.3",
+  "django-guid==3.5.0",
+  "django-postgres-extra (>=2.0.8,<3.0.0)",
+  "djangorestframework==3.15.2",
+  "djangorestframework-jsonapi==7.0.2",
+  "djangorestframework-simplejwt (>=5.3.1,<6.0.0)",
+  "drf-nested-routers (>=0.94.1,<1.0.0)",
+  "drf-spectacular==0.27.2",
+  "drf-spectacular-jsonapi==0.5.1",
+  "gunicorn==23.0.0",
+  "lxml==5.3.2",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "psycopg2-binary==2.9.9",
+  "pytest-celery[redis] (>=1.0.1,<2.0.0)",
+  "sentry-sdk[django] (>=2.20.0,<3.0.0)",
+  "uuid6==2024.7.10",
+  "openai (>=1.82.0,<2.0.0)",
+  "xmlsec==1.3.14",
+  "h2 (==4.3.0)",
+  "markdown (>=3.9,<4.0)",
+  "drf-simple-apikey (==2.2.1)"
+]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
 name = "prowler-api"
 package-mode = false
-version = "1.0.0"
+# Needed for the SDK compatibility
+requires-python = ">=3.11,<3.13"
+version = "1.14.0"
 
-[tool.poetry.dependencies]
-celery = {extras = ["pytest"], version = "^5.4.0"}
-django = "5.1.1"
-django-celery-beat = "^2.7.0"
-django-celery-results = "^2.5.1"
-django-cors-headers = "4.4.0"
-django-environ = "0.11.2"
-django-filter = "24.3"
-django-guid = "3.5.0"
-django-postgres-extra = "^2.0.8"
-djangorestframework = "3.15.2"
-djangorestframework-jsonapi = "7.0.2"
-djangorestframework-simplejwt = "^5.3.1"
-drf-nested-routers = "^0.94.1"
-drf-spectacular = "0.27.2"
-drf-spectacular-jsonapi = "0.5.1"
-gunicorn = "23.0.0"
-prowler = "^5.0"
-psycopg2-binary = "2.9.9"
-pytest-celery = {extras = ["redis"], version = "^1.0.1"}
-# Needed for prowler compatibility
-python = ">=3.11,<3.13"
-uuid6 = "2024.7.10"
+[project.scripts]
+celery = "src.backend.config.settings.celery"
 
 [tool.poetry.group.dev.dependencies]
 bandit = "1.7.9"
 coverage = "7.5.4"
+django-silk = "5.3.2"
 docker = "7.1.0"
 freezegun = "1.5.1"
+marshmallow = ">=3.15.0,<4.0.0"
 mypy = "1.10.1"
 pylint = "3.2.5"
 pytest = "8.2.2"
@@ -48,8 +62,6 @@ pytest-env = "1.1.3"
 pytest-randomly = "3.15.0"
 pytest-xdist = "3.6.1"
 ruff = "0.5.0"
-safety = "3.2.3"
-vulture = "2.11"
-
-[tool.poetry.scripts]
-celery = "src.backend.config.settings.celery"
+safety = "3.2.9"
+tqdm = "4.67.1"
+vulture = "2.14"

api/src/backend/api/adapters.py

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

api/src/backend/api/apps.py

@@ -1,4 +1,26 @@
+import logging
+import os
+import sys
+from pathlib import Path
+
+from config.custom_logging import BackendLogger
+from config.env import env
 from django.apps import AppConfig
+from django.conf import settings
+
+logger = logging.getLogger(BackendLogger.API)
+
+SIGNING_KEY_ENV = "DJANGO_TOKEN_SIGNING_KEY"
+VERIFYING_KEY_ENV = "DJANGO_TOKEN_VERIFYING_KEY"
+
+PRIVATE_KEY_FILE = "jwt_private.pem"
+PUBLIC_KEY_FILE = "jwt_public.pem"
+
+KEYS_DIRECTORY = (
+    Path.home() / ".config" / "prowler-api"
+)  # `/home/prowler/.config/prowler-api` inside the container
+
+_keys_initialized = False  # Flag to prevent multiple executions within the same process
 
 
 class ApiConfig(AppConfig):
@@ -6,7 +28,142 @@ class ApiConfig(AppConfig):
     name = "api"
 
     def ready(self):
+        from api import schema_extensions  # noqa: F401
         from api import signals  # noqa: F401
         from api.compliance import load_prowler_compliance
 
+        # Generate required cryptographic keys if not present, but only if:
+        #   `"manage.py" not in sys.argv`: If an external server (e.g., Gunicorn) is running the app
+        #   `os.environ.get("RUN_MAIN")`: If it's not a Django command or using `runserver`,
+        #                                 only the main process will do it
+        if "manage.py" not in sys.argv or os.environ.get("RUN_MAIN"):
+            self._ensure_crypto_keys()
+
         load_prowler_compliance()
+
+    def _ensure_crypto_keys(self):
+        """
+        Orchestrator method that ensures all required cryptographic keys are present.
+        This method coordinates the generation of:
+          - RSA key pairs for JWT token signing and verification
+        Note: During development, Django spawns multiple processes (migrations, fixtures, etc.)
+        which will each generate their own keys. This is expected behavior and each process
+        will have consistent keys for its lifetime. In production, set the keys as environment
+        variables to avoid regeneration.
+        """
+        global _keys_initialized
+
+        # Skip key generation if running tests
+        if hasattr(settings, "TESTING") and settings.TESTING:
+            return
+
+        # Skip if already initialized in this process
+        if _keys_initialized:
+            return
+
+        # Check if both JWT keys are set; if not, generate them
+        signing_key = env.str(SIGNING_KEY_ENV, default="").strip()
+        verifying_key = env.str(VERIFYING_KEY_ENV, default="").strip()
+
+        if not signing_key or not verifying_key:
+            logger.info(
+                f"Generating JWT RSA key pair. In production, set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' "
+                "environment variables."
+            )
+            self._ensure_jwt_keys()
+
+        # Mark as initialized to prevent future executions in this process
+        _keys_initialized = True
+
+    def _read_key_file(self, file_name):
+        """
+        Utility method to read the contents of a file.
+        """
+        file_path = KEYS_DIRECTORY / file_name
+        return file_path.read_text().strip() if file_path.is_file() else None
+
+    def _write_key_file(self, file_name, content, private=True):
+        """
+        Utility method to write content to a file.
+        """
+        try:
+            file_path = KEYS_DIRECTORY / file_name
+            file_path.parent.mkdir(parents=True, exist_ok=True)
+            file_path.write_text(content)
+            file_path.chmod(0o600 if private else 0o644)
+
+        except Exception as e:
+            logger.error(
+                f"Error writing key file '{file_name}': {e}. "
+                f"Please set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' manually."
+            )
+            raise e
+
+    def _ensure_jwt_keys(self):
+        """
+        Generate RSA key pairs for JWT token signing and verification
+        if they are not already set in environment variables.
+        """
+        # Read existing keys from files if they exist
+        signing_key = self._read_key_file(PRIVATE_KEY_FILE)
+        verifying_key = self._read_key_file(PUBLIC_KEY_FILE)
+
+        if not signing_key or not verifying_key:
+            # Generate and store the RSA key pair
+            signing_key, verifying_key = self._generate_jwt_keys()
+            self._write_key_file(PRIVATE_KEY_FILE, signing_key, private=True)
+            self._write_key_file(PUBLIC_KEY_FILE, verifying_key, private=False)
+            logger.info("JWT keys generated and stored successfully")
+
+        else:
+            logger.info("JWT keys already generated")
+
+        # Set environment variables and Django settings
+        os.environ[SIGNING_KEY_ENV] = signing_key
+        settings.SIMPLE_JWT["SIGNING_KEY"] = signing_key
+
+        os.environ[VERIFYING_KEY_ENV] = verifying_key
+        settings.SIMPLE_JWT["VERIFYING_KEY"] = verifying_key
+
+    def _generate_jwt_keys(self):
+        """
+        Generate and set RSA key pairs for JWT token operations.
+        """
+        try:
+            from cryptography.hazmat.primitives import serialization
+            from cryptography.hazmat.primitives.asymmetric import rsa
+
+            # Generate RSA key pair
+            private_key = rsa.generate_private_key(  # Future improvement: we could read the next values from env vars
+                public_exponent=65537,
+                key_size=2048,
+            )
+
+            # Serialize private key (for signing)
+            private_pem = private_key.private_bytes(
+                encoding=serialization.Encoding.PEM,
+                format=serialization.PrivateFormat.PKCS8,
+                encryption_algorithm=serialization.NoEncryption(),
+            ).decode("utf-8")
+
+            # Serialize public key (for verification)
+            public_key = private_key.public_key()
+            public_pem = public_key.public_bytes(
+                encoding=serialization.Encoding.PEM,
+                format=serialization.PublicFormat.SubjectPublicKeyInfo,
+            ).decode("utf-8")
+
+            logger.debug("JWT RSA key pair generated successfully.")
+            return private_pem, public_pem
+
+        except ImportError as e:
+            logger.warning(
+                "The 'cryptography' package is required for automatic JWT key generation."
+            )
+            raise e
+
+        except Exception as e:
+            logger.error(
+                f"Error generating JWT keys: {e}. Please set '{SIGNING_KEY_ENV}' and '{VERIFYING_KEY_ENV}' manually."
+            )
+            raise e

api/src/backend/api/authentication.py

@@ -0,0 +1,76 @@
+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.models import TenantAPIKey, TenantAPIKeyManager
+
+
+class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
+    model = TenantAPIKey
+
+    def __init__(self):
+        self.key_crypto = get_crypto()
+
+    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.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"])
+
+        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

@@ -1,18 +1,23 @@
+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_json_api import filters
 from rest_framework_json_api.views import ModelViewSet
-from rest_framework_simplejwt.authentication import JWTAuthentication
 
+from api.authentication import CombinedJWTOrAPIKeyAuthentication
+from api.db_router import MainRouter
 from api.db_utils import POSTGRES_USER_VAR, rls_transaction
 from api.filters import CustomDjangoFilterBackend
+from api.models import Role, Tenant
+from api.rbac.permissions import HasPermissions
 
 
 class BaseViewSet(ModelViewSet):
-    authentication_classes = [JWTAuthentication]
-    permission_classes = [permissions.IsAuthenticated]
+    authentication_classes = [CombinedJWTOrAPIKeyAuthentication]
+    required_permissions = []
+    permission_classes = [permissions.IsAuthenticated, HasPermissions]
     filter_backends = [
         filters.QueryParameterValidationFilter,
         filters.OrderingFilter,
@@ -26,6 +31,17 @@ class BaseViewSet(ModelViewSet):
     ordering_fields = "__all__"
     ordering = ["id"]
 
+    def initial(self, request, *args, **kwargs):
+        """
+        Sets required_permissions before permissions are checked.
+        """
+        self.set_required_permissions()
+        super().initial(request, *args, **kwargs)
+
+    def set_required_permissions(self):
+        """This is an abstract method that must be implemented by subclasses."""
+        NotImplemented
+
     def get_queryset(self):
         raise NotImplementedError
 
@@ -58,19 +74,41 @@ class BaseRLSViewSet(BaseViewSet):
 class BaseTenantViewset(BaseViewSet):
     def dispatch(self, request, *args, **kwargs):
         with transaction.atomic():
-            return super().dispatch(request, *args, **kwargs)
+            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
+
+    def _create_admin_role(self, tenant_id):
+        Role.objects.using(MainRouter.admin_db).create(
+            name="admin",
+            tenant_id=tenant_id,
+            manage_users=True,
+            manage_account=True,
+            manage_billing=True,
+            manage_providers=True,
+            manage_integrations=True,
+            manage_scans=True,
+            unlimited_visibility=True,
+        )
+
+    def _handle_creation_error(self, error, tenant):
+        if tenant.data.get("id"):
+            try:
+                Tenant.objects.using(MainRouter.admin_db).filter(
+                    id=tenant.data["id"]
+                ).delete()
+            except ObjectDoesNotExist:
+                pass  # Tenant might not exist, handle gracefully
 
     def initial(self, request, *args, **kwargs):
-        if (
-            request.resolver_match.url_name != "tenant-detail"
-            and request.method != "DELETE"
-        ):
-            user_id = str(request.user.id)
-
-            with rls_transaction(value=user_id, parameter=POSTGRES_USER_VAR):
-                return super().initial(request, *args, **kwargs)
-
-        # TODO: DRY this when we have time
         if request.auth is None:
             raise NotAuthenticated
 
@@ -78,8 +116,8 @@ class BaseTenantViewset(BaseViewSet):
         if tenant_id is None:
             raise NotAuthenticated("Tenant ID is not present in token")
 
-        with rls_transaction(tenant_id):
-            self.request.tenant_id = tenant_id
+        user_id = str(request.user.id)
+        with rls_transaction(value=user_id, parameter=POSTGRES_USER_VAR):
             return super().initial(request, *args, **kwargs)
 
 

api/src/backend/api/compliance.py

@@ -1,12 +1,38 @@
 from types import MappingProxyType
 
+from api.models import Provider
+from prowler.config.config import get_available_compliance_frameworks
 from prowler.lib.check.compliance_models import Compliance
 from prowler.lib.check.models import CheckMetadata
 
-from api.models import Provider
-
 PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE = {}
 PROWLER_CHECKS = {}
+AVAILABLE_COMPLIANCE_FRAMEWORKS = {}
+
+
+def get_compliance_frameworks(provider_type: Provider.ProviderChoices) -> list[str]:
+    """
+    Retrieve and cache the list of available compliance frameworks for a specific cloud provider.
+
+    This function lazily loads and caches the available compliance frameworks (e.g., CIS, MITRE, ISO)
+    for each provider type (AWS, Azure, GCP, etc.) on first access. Subsequent calls for the same
+    provider will return the cached result.
+
+    Args:
+        provider_type (Provider.ProviderChoices): The cloud provider type for which to retrieve
+            available compliance frameworks (e.g., "aws", "azure", "gcp", "m365").
+
+    Returns:
+        list[str]: A list of framework identifiers (e.g., "cis_1.4_aws", "mitre_attack_azure") available
+        for the given provider.
+    """
+    global AVAILABLE_COMPLIANCE_FRAMEWORKS
+    if provider_type not in AVAILABLE_COMPLIANCE_FRAMEWORKS:
+        AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type] = (
+            get_available_compliance_frameworks(provider_type)
+        )
+
+    return AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type]
 
 
 def get_prowler_provider_checks(provider_type: Provider.ProviderChoices):
@@ -164,10 +190,16 @@ def generate_compliance_overview_template(prowler_compliance: dict):
                 total_checks = len(requirement.Checks)
                 checks_dict = {check: None for check in requirement.Checks}
 
+                req_status_val = "MANUAL" if total_checks == 0 else "PASS"
+
                 # Build requirement dictionary
                 requirement_dict = {
                     "name": requirement.Name or requirement.Id,
                     "description": requirement.Description,
+                    "tactics": getattr(requirement, "Tactics", []),
+                    "subtechniques": getattr(requirement, "SubTechniques", []),
+                    "platforms": getattr(requirement, "Platforms", []),
+                    "technique_url": getattr(requirement, "TechniqueURL", ""),
                     "attributes": [
                         dict(attribute) for attribute in requirement.Attributes
                     ],
@@ -178,23 +210,22 @@ def generate_compliance_overview_template(prowler_compliance: dict):
                         "manual": 0,
                         "total": total_checks,
                     },
-                    "status": "PASS",
+                    "status": req_status_val,
                 }
 
-                # Update requirements status
-                if total_checks == 0:
+                # Update requirements status counts for the framework
+                if req_status_val == "MANUAL":
                     requirements_status["manual"] += 1
+                elif req_status_val == "PASS":
+                    requirements_status["passed"] += 1
 
                 # Add requirement to compliance requirements
                 compliance_requirements[requirement.Id] = requirement_dict
 
-            # Calculate pending requirements
-            pending_requirements = total_requirements - requirements_status["manual"]
-            requirements_status["passed"] = pending_requirements
-
             # 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

@@ -1,18 +1,29 @@
+ALLOWED_APPS = ("django", "socialaccount", "account", "authtoken", "silk")
+
+
 class MainRouter:
     default_db = "default"
     admin_db = "admin"
 
     def db_for_read(self, model, **hints):  # noqa: F841
         model_table_name = model._meta.db_table
-        if model_table_name.startswith("django_"):
+        if model_table_name.startswith("django_") or any(
+            model_table_name.startswith(f"{app}_") for app in ALLOWED_APPS
+        ):
             return self.admin_db
         return None
 
     def db_for_write(self, model, **hints):  # noqa: F841
         model_table_name = model._meta.db_table
-        if model_table_name.startswith("django_"):
+        if any(model_table_name.startswith(f"{app}_") for app in ALLOWED_APPS):
             return self.admin_db
         return None
 
     def allow_migrate(self, db, app_label, model_name=None, **hints):  # noqa: F841
         return db == self.admin_db
+
+    def allow_relation(self, obj1, obj2, **hints):  # noqa: F841
+        # Allow relations if both objects are in either "default" or "admin" db connectors
+        if {obj1._state.db, obj2._state.db} <= {self.default_db, self.admin_db}:
+            return True
+        return None

api/src/backend/api/db_utils.py

@@ -1,3 +1,4 @@
+import re
 import secrets
 import uuid
 from contextlib import contextmanager
@@ -5,8 +6,8 @@ from datetime import datetime, timedelta, timezone
 
 from django.conf import settings
 from django.contrib.auth.models import BaseUserManager
-from django.core.paginator import Paginator
 from django.db import connection, 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
@@ -60,7 +61,7 @@ def rls_transaction(value: str, parameter: str = POSTGRES_TENANT_VAR):
     with transaction.atomic():
         with connection.cursor() as cursor:
             try:
-                # just in case the value is an UUID object
+                # just in case the value is a UUID object
                 uuid.UUID(str(value))
             except ValueError:
                 raise ValidationError("Must be a valid UUID")
@@ -106,11 +107,12 @@ def generate_random_token(length: int = 14, symbols: str | None = None) -> str:
     return "".join(secrets.choice(symbols or _symbols) for _ in range(length))
 
 
-def batch_delete(queryset, batch_size=5000):
+def batch_delete(tenant_id, queryset, batch_size=settings.DJANGO_DELETION_BATCH_SIZE):
     """
     Deletes objects in batches and returns the total number of deletions and a summary.
 
     Args:
+        tenant_id (str): Tenant ID the queryset belongs to.
         queryset (QuerySet): The queryset of objects to delete.
         batch_size (int): The number of objects to delete in each batch.
 
@@ -120,21 +122,82 @@ def batch_delete(queryset, batch_size=5000):
     total_deleted = 0
     deletion_summary = {}
 
-    paginator = Paginator(queryset.order_by("id").only("id"), batch_size)
+    while True:
+        with rls_transaction(tenant_id, POSTGRES_TENANT_VAR):
+            # Get a batch of IDs to delete
+            batch_ids = set(
+                queryset.values_list("id", flat=True).order_by("id")[:batch_size]
+            )
+            if not batch_ids:
+                # No more objects to delete
+                break
 
-    for page_num in paginator.page_range:
-        batch_ids = [obj.id for obj in paginator.page(page_num).object_list]
-
-        deleted_count, deleted_info = queryset.filter(id__in=batch_ids).delete()
+            deleted_count, deleted_info = queryset.filter(id__in=batch_ids).delete()
 
         total_deleted += deleted_count
-
         for model_label, count in deleted_info.items():
             deletion_summary[model_label] = deletion_summary.get(model_label, 0) + count
 
     return total_deleted, deletion_summary
 
 
+def delete_related_daily_task(provider_id: str):
+    """
+    Deletes the periodic task associated with a specific provider.
+
+    Args:
+        provider_id (str): The unique identifier for the provider
+                           whose related periodic task should be deleted.
+    """
+    task_name = f"scan-perform-scheduled-{provider_id}"
+    PeriodicTask.objects.filter(name=task_name).delete()
+
+
+def create_objects_in_batches(
+    tenant_id: str, model, objects: list, batch_size: int = 500
+):
+    """
+    Bulk-create model instances in repeated, per-tenant RLS transactions.
+
+    All chunks execute in their own transaction, so no single transaction
+    grows too large.
+
+    Args:
+        tenant_id (str): UUID string of the tenant under which to set RLS.
+        model: Django model class whose `.objects.bulk_create()` will be called.
+        objects (list): List of model instances (unsaved) to bulk-create.
+        batch_size (int): Maximum number of objects per bulk_create call.
+    """
+    total = len(objects)
+    for i in range(0, total, batch_size):
+        chunk = objects[i : i + batch_size]
+        with rls_transaction(value=tenant_id, parameter=POSTGRES_TENANT_VAR):
+            model.objects.bulk_create(chunk, batch_size)
+
+
+def update_objects_in_batches(
+    tenant_id: str, model, objects: list, fields: list, batch_size: int = 500
+):
+    """
+    Bulk-update model instances in repeated, per-tenant RLS transactions.
+
+    All chunks execute in their own transaction, so no single transaction
+    grows too large.
+
+    Args:
+        tenant_id (str): UUID string of the tenant under which to set RLS.
+        model: Django model class whose `.objects.bulk_update()` will be called.
+        objects (list): List of model instances (saved) to bulk-update.
+        fields (list): List of field names to update.
+        batch_size (int): Maximum number of objects per bulk_update call.
+    """
+    total = len(objects)
+    for start in range(0, total, batch_size):
+        chunk = objects[start : start + batch_size]
+        with rls_transaction(value=tenant_id, parameter=POSTGRES_TENANT_VAR):
+            model.objects.bulk_update(chunk, fields, batch_size)
+
+
 # Postgres Enums
 
 
@@ -210,6 +273,173 @@ def register_enum(apps, schema_editor, enum_class):  # noqa: F841
         register_adapter(enum_class, enum_adapter)
 
 
+def _should_create_index_on_partition(
+    partition_name: str, all_partitions: bool = False
+) -> bool:
+    """
+    Determine if we should create an index on this partition.
+
+    Args:
+        partition_name: The name of the partition (e.g., "findings_2025_aug", "findings_default")
+        all_partitions: If True, create on all partitions. If False, only current/future partitions.
+
+    Returns:
+        bool: True if index should be created on this partition, False otherwise.
+    """
+    if all_partitions:
+        return True
+
+    # Extract date from partition name if it follows the pattern
+    # Partition names look like: findings_2025_aug, findings_2025_jul, etc.
+    date_pattern = r"(\d{4})_([a-z]{3})$"
+    match = re.search(date_pattern, partition_name)
+
+    if not match:
+        # If we can't parse the date, include it to be safe (e.g., default partition)
+        return True
+
+    try:
+        year_str, month_abbr = match.groups()
+        year = int(year_str)
+
+        # Map month abbreviations to numbers
+        month_map = {
+            "jan": 1,
+            "feb": 2,
+            "mar": 3,
+            "apr": 4,
+            "may": 5,
+            "jun": 6,
+            "jul": 7,
+            "aug": 8,
+            "sep": 9,
+            "oct": 10,
+            "nov": 11,
+            "dec": 12,
+        }
+
+        month = month_map.get(month_abbr.lower())
+        if month is None:
+            # Unknown month abbreviation, include it to be safe
+            return True
+
+        partition_date = datetime(year, month, 1, tzinfo=timezone.utc)
+
+        # Get current month start
+        now = datetime.now(timezone.utc)
+        current_month_start = now.replace(
+            day=1, hour=0, minute=0, second=0, microsecond=0
+        )
+
+        # Include current month and future partitions
+        return partition_date >= current_month_start
+
+    except (ValueError, TypeError):
+        # If date parsing fails, include it to be safe
+        return True
+
+
+def create_index_on_partitions(
+    apps,  # noqa: F841
+    schema_editor,
+    parent_table: str,
+    index_name: str,
+    columns: str,
+    method: str = "BTREE",
+    where: str = "",
+    all_partitions: bool = True,
+):
+    """
+    Create an index on existing partitions of `parent_table`.
+
+    Args:
+        parent_table: The name of the root table (e.g. "findings").
+        index_name: A short name for the index (will be prefixed per-partition).
+        columns: The parenthesized column list, e.g. "tenant_id, scan_id, status".
+        method: The index method—BTREE, GIN, etc. Defaults to BTREE.
+        where: Optional WHERE clause (without the leading "WHERE"), e.g. "status = 'FAIL'".
+        all_partitions: Whether to create indexes on all partitions or just current/future ones.
+                       Defaults to False (current/future only) to avoid maintenance overhead
+                       on old partitions where the index may not be needed.
+
+    Examples:
+        # Create index only on current and future partitions (recommended for new indexes)
+        create_index_on_partitions(
+            apps, schema_editor,
+            parent_table="findings",
+            index_name="new_performance_idx",
+            columns="tenant_id, status, severity",
+            all_partitions=False  # Default behavior
+        )
+
+        # Create index on all partitions (use when migrating existing critical indexes)
+        create_index_on_partitions(
+            apps, schema_editor,
+            parent_table="findings",
+            index_name="critical_existing_idx",
+            columns="tenant_id, scan_id",
+            all_partitions=True
+        )
+    """
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass
+            """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+
+    where_sql = f" WHERE {where}" if where else ""
+    for partition in partitions:
+        if _should_create_index_on_partition(partition, all_partitions):
+            idx_name = f"{partition.replace('.', '_')}_{index_name}"
+            sql = (
+                f"CREATE INDEX CONCURRENTLY IF NOT EXISTS {idx_name} "
+                f"ON {partition} USING {method} ({columns})"
+                f"{where_sql};"
+            )
+            schema_editor.execute(sql)
+
+
+def drop_index_on_partitions(
+    apps,  # noqa: F841
+    schema_editor,
+    parent_table: str,
+    index_name: str,
+):
+    """
+    Drop the per-partition indexes that were created by create_index_on_partitions.
+
+    Args:
+        parent_table: The name of the root table (e.g. "findings").
+        index_name: The same short name used when creating them.
+    """
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass
+            """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+
+    for partition in partitions:
+        idx_name = f"{partition.replace('.', '_')}_{index_name}"
+        sql = f"DROP INDEX CONCURRENTLY IF EXISTS {idx_name};"
+        schema_editor.execute(sql)
+
+
+def generate_api_key_prefix():
+    """Generate a random 8-character prefix for API keys (e.g., 'pk_abc123de')."""
+    random_chars = generate_random_token(length=8)
+    return f"pk_{random_chars}"
+
+
 # Postgres enum definition for member role
 
 
@@ -316,3 +546,27 @@ class InvitationStateEnum(EnumType):
 class InvitationStateEnumField(PostgresEnumField):
     def __init__(self, *args, **kwargs):
         super().__init__("invitation_state", *args, **kwargs)
+
+
+# Postgres enum definition for Integration type
+
+
+class IntegrationTypeEnum(EnumType):
+    enum_type_name = "integration_type"
+
+
+class IntegrationTypeEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("integration_type", *args, **kwargs)
+
+
+# Postgres enum definition for Processor type
+
+
+class ProcessorTypeEnum(EnumType):
+    enum_type_name = "processor_type"
+
+
+class ProcessorTypeEnumField(PostgresEnumField):
+    def __init__(self, *args, **kwargs):
+        super().__init__("processor_type", *args, **kwargs)

api/src/backend/api/decorators.py

@@ -7,7 +7,7 @@ from rest_framework_json_api.serializers import ValidationError
 from api.db_utils import POSTGRES_TENANT_VAR, SET_CONFIG_QUERY
 
 
-def set_tenant(func):
+def set_tenant(func=None, *, keep_tenant=False):
     """
     Decorator to set the tenant context for a Celery task based on the provided tenant_id.
 
@@ -40,20 +40,29 @@ def set_tenant(func):
         # The tenant context will be set before the task logic executes.
     """
 
-    @wraps(func)
-    @transaction.atomic
-    def wrapper(*args, **kwargs):
-        try:
-            tenant_id = kwargs.pop("tenant_id")
-        except KeyError:
-            raise KeyError("This task requires the tenant_id")
-        try:
-            uuid.UUID(tenant_id)
-        except ValueError:
-            raise ValidationError("Tenant ID must be a valid UUID")
-        with connection.cursor() as cursor:
-            cursor.execute(SET_CONFIG_QUERY, [POSTGRES_TENANT_VAR, tenant_id])
+    def decorator(func):
+        @wraps(func)
+        @transaction.atomic
+        def wrapper(*args, **kwargs):
+            try:
+                if not keep_tenant:
+                    tenant_id = kwargs.pop("tenant_id")
+                else:
+                    tenant_id = kwargs["tenant_id"]
+            except KeyError:
+                raise KeyError("This task requires the tenant_id")
+            try:
+                uuid.UUID(tenant_id)
+            except ValueError:
+                raise ValidationError("Tenant ID must be a valid UUID")
+            with connection.cursor() as cursor:
+                cursor.execute(SET_CONFIG_QUERY, [POSTGRES_TENANT_VAR, tenant_id])
 
-        return func(*args, **kwargs)
+            return func(*args, **kwargs)
 
-    return wrapper
+        return wrapper
+
+    if func is None:
+        return decorator
+    else:
+        return decorator(func)

api/src/backend/api/exceptions.py

@@ -1,9 +1,13 @@
 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 TokenError, InvalidToken
+from rest_framework_simplejwt.exceptions import InvalidToken, TokenError
 
 
 class ModelValidationError(ValidationError):
@@ -32,14 +36,70 @@ class InvitationTokenExpiredException(APIException):
     default_code = "token_expired"
 
 
+# Task Management Exceptions (non-HTTP)
+class TaskManagementError(Exception):
+    """Base exception for task management errors."""
+
+    def __init__(self, task=None):
+        self.task = task
+        super().__init__()
+
+
+class TaskFailedException(TaskManagementError):
+    """Raised when a task has failed."""
+
+
+class TaskNotFoundException(TaskManagementError):
+    """Raised when a task is not found."""
+
+
+class TaskInProgressException(TaskManagementError):
+    """Raised when a task is running but there's no related Task object to return."""
+
+    def __init__(self, task_result=None):
+        self.task_result = task_result
+        super().__init__()
+
+
+# Provider connection errors
+class ProviderConnectionError(Exception):
+    """Base exception for provider connection errors."""
+
+
 def custom_exception_handler(exc, context):
     if isinstance(exc, django_validation_error):
         if hasattr(exc, "error_dict"):
             exc = ValidationError(exc.message_dict)
         else:
             exc = ValidationError(detail=exc.messages[0], code=exc.code)
-    elif isinstance(exc, (TokenError, InvalidToken)):
-        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)
+
+
+class ConflictException(APIException):
+    status_code = status.HTTP_409_CONFLICT
+    default_detail = "A conflict occurred. The resource already exists."
+    default_code = "conflict"
+
+    def __init__(self, detail=None, code=None, pointer=None):
+        error_detail = {
+            "detail": detail or self.default_detail,
+            "status": self.status_code,
+            "code": self.default_code,
+        }
+
+        if pointer:
+            error_detail["source"] = {"pointer": pointer}
+
+        super().__init__(detail=[error_detail])

api/src/backend/api/filters.py

@@ -1,7 +1,8 @@
-from datetime import date, datetime, timezone
+from datetime import date, datetime, timedelta, timezone
 
+from dateutil.parser import parse
 from django.conf import settings
-from django.db.models import Q
+from django.db.models import F, Q
 from django_filters.rest_framework import (
     BaseInFilter,
     BooleanFilter,
@@ -22,21 +23,27 @@ from api.db_utils import (
     StatusEnumField,
 )
 from api.models import (
-    ComplianceOverview,
+    ComplianceRequirementOverview,
     Finding,
+    Integration,
     Invitation,
     Membership,
+    OverviewStatusChoices,
+    PermissionChoices,
+    Processor,
     Provider,
     ProviderGroup,
     ProviderSecret,
     Resource,
     ResourceTag,
+    Role,
     Scan,
     ScanSummary,
     SeverityChoices,
     StateChoices,
     StatusChoices,
     Task,
+    TenantAPIKey,
     User,
 )
 from api.rls import Tenant
@@ -78,6 +85,114 @@ class ChoiceInFilter(BaseInFilter, ChoiceFilter):
     pass
 
 
+class CommonFindingFilters(FilterSet):
+    # We filter providers from the scan in findings
+    provider = UUIDFilter(field_name="scan__provider__id", lookup_expr="exact")
+    provider__in = UUIDInFilter(field_name="scan__provider__id", lookup_expr="in")
+    provider_type = ChoiceFilter(
+        choices=Provider.ProviderChoices.choices, field_name="scan__provider__provider"
+    )
+    provider_type__in = ChoiceInFilter(
+        choices=Provider.ProviderChoices.choices, field_name="scan__provider__provider"
+    )
+    provider_uid = CharFilter(field_name="scan__provider__uid", lookup_expr="exact")
+    provider_uid__in = CharInFilter(field_name="scan__provider__uid", lookup_expr="in")
+    provider_uid__icontains = CharFilter(
+        field_name="scan__provider__uid", lookup_expr="icontains"
+    )
+    provider_alias = CharFilter(field_name="scan__provider__alias", lookup_expr="exact")
+    provider_alias__in = CharInFilter(
+        field_name="scan__provider__alias", lookup_expr="in"
+    )
+    provider_alias__icontains = CharFilter(
+        field_name="scan__provider__alias", lookup_expr="icontains"
+    )
+
+    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
+
+    uid = CharFilter(field_name="uid")
+    delta = ChoiceFilter(choices=Finding.DeltaChoices.choices)
+    status = ChoiceFilter(choices=StatusChoices.choices)
+    severity = ChoiceFilter(choices=SeverityChoices)
+    impact = ChoiceFilter(choices=SeverityChoices)
+    muted = BooleanFilter(
+        help_text="If this filter is not provided, muted and non-muted findings will be returned."
+    )
+
+    resources = UUIDInFilter(field_name="resource__id", lookup_expr="in")
+
+    region = CharFilter(method="filter_resource_region")
+    region__in = CharInFilter(field_name="resource_regions", lookup_expr="overlap")
+    region__icontains = CharFilter(
+        field_name="resource_regions", lookup_expr="icontains"
+    )
+
+    service = CharFilter(method="filter_resource_service")
+    service__in = CharInFilter(field_name="resource_services", lookup_expr="overlap")
+    service__icontains = CharFilter(
+        field_name="resource_services", lookup_expr="icontains"
+    )
+
+    resource_uid = CharFilter(field_name="resources__uid")
+    resource_uid__in = CharInFilter(field_name="resources__uid", lookup_expr="in")
+    resource_uid__icontains = CharFilter(
+        field_name="resources__uid", lookup_expr="icontains"
+    )
+
+    resource_name = CharFilter(field_name="resources__name")
+    resource_name__in = CharInFilter(field_name="resources__name", lookup_expr="in")
+    resource_name__icontains = CharFilter(
+        field_name="resources__name", lookup_expr="icontains"
+    )
+
+    resource_type = CharFilter(method="filter_resource_type")
+    resource_type__in = CharInFilter(field_name="resource_types", lookup_expr="overlap")
+    resource_type__icontains = CharFilter(
+        field_name="resources__type", lookup_expr="icontains"
+    )
+
+    # Temporarily disabled until we implement tag filtering in the UI
+    # resource_tag_key = CharFilter(field_name="resources__tags__key")
+    # resource_tag_key__in = CharInFilter(
+    #     field_name="resources__tags__key", lookup_expr="in"
+    # )
+    # resource_tag_key__icontains = CharFilter(
+    #     field_name="resources__tags__key", lookup_expr="icontains"
+    # )
+    # resource_tag_value = CharFilter(field_name="resources__tags__value")
+    # resource_tag_value__in = CharInFilter(
+    #     field_name="resources__tags__value", lookup_expr="in"
+    # )
+    # resource_tag_value__icontains = CharFilter(
+    #     field_name="resources__tags__value", lookup_expr="icontains"
+    # )
+    # resource_tags = CharInFilter(
+    #     method="filter_resource_tag",
+    #     lookup_expr="in",
+    #     help_text="Filter by resource tags `key:value` pairs.\nMultiple values may be "
+    #     "separated by commas.",
+    # )
+
+    def filter_resource_service(self, queryset, name, value):
+        return queryset.filter(resource_services__contains=[value])
+
+    def filter_resource_region(self, queryset, name, value):
+        return queryset.filter(resource_regions__contains=[value])
+
+    def filter_resource_type(self, queryset, name, value):
+        return queryset.filter(resource_types__contains=[value])
+
+    def filter_resource_tag(self, queryset, name, value):
+        overall_query = Q()
+        for key_value_pair in value:
+            tag_key, tag_value = key_value_pair.split(":", 1)
+            overall_query |= Q(
+                resources__tags__key__icontains=tag_key,
+                resources__tags__value__icontains=tag_value,
+            )
+        return queryset.filter(overall_query).distinct()
+
+
 class TenantFilter(FilterSet):
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
     updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
@@ -105,10 +220,31 @@ 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",
+    )
 
     class Meta:
         model = Provider
@@ -227,6 +363,8 @@ class ResourceFilter(ProviderRelationshipFilterSet):
     tags = CharFilter(method="filter_tag")
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
     updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
+    scan = UUIDFilter(field_name="provider__scan", lookup_expr="exact")
+    scan__in = UUIDInFilter(field_name="provider__scan", lookup_expr="in")
 
     class Meta:
         model = Resource
@@ -241,6 +379,82 @@ class ResourceFilter(ProviderRelationshipFilterSet):
             "updated_at": ["gte", "lte"],
         }
 
+    def filter_queryset(self, queryset):
+        if not (self.data.get("scan") or self.data.get("scan__in")) and not (
+            self.data.get("updated_at")
+            or self.data.get("updated_at__date")
+            or self.data.get("updated_at__gte")
+            or self.data.get("updated_at__lte")
+        ):
+            raise ValidationError(
+                [
+                    {
+                        "detail": "At least one date filter is required: filter[updated_at], filter[updated_at.gte], "
+                        "or filter[updated_at.lte].",
+                        "status": 400,
+                        "source": {"pointer": "/data/attributes/updated_at"},
+                        "code": "required",
+                    }
+                ]
+            )
+
+        gte_date = (
+            parse(self.data.get("updated_at__gte")).date()
+            if self.data.get("updated_at__gte")
+            else datetime.now(timezone.utc).date()
+        )
+        lte_date = (
+            parse(self.data.get("updated_at__lte")).date()
+            if self.data.get("updated_at__lte")
+            else datetime.now(timezone.utc).date()
+        )
+
+        if abs(lte_date - gte_date) > timedelta(
+            days=settings.FINDINGS_MAX_DAYS_IN_RANGE
+        ):
+            raise ValidationError(
+                [
+                    {
+                        "detail": f"The date range cannot exceed {settings.FINDINGS_MAX_DAYS_IN_RANGE} days.",
+                        "status": 400,
+                        "source": {"pointer": "/data/attributes/updated_at"},
+                        "code": "invalid",
+                    }
+                ]
+            )
+
+        return super().filter_queryset(queryset)
+
+    def filter_tag_key(self, queryset, name, value):
+        return queryset.filter(Q(tags__key=value) | Q(tags__key__icontains=value))
+
+    def filter_tag_value(self, queryset, name, value):
+        return queryset.filter(Q(tags__value=value) | Q(tags__value__icontains=value))
+
+    def filter_tag(self, queryset, name, value):
+        # We won't know what the user wants to filter on just based on the value,
+        # and we don't want to build special filtering logic for every possible
+        # provider tag spec, so we'll just do a full text search
+        return queryset.filter(tags__text_search=value)
+
+
+class LatestResourceFilter(ProviderRelationshipFilterSet):
+    tag_key = CharFilter(method="filter_tag_key")
+    tag_value = CharFilter(method="filter_tag_value")
+    tag = CharFilter(method="filter_tag")
+    tags = CharFilter(method="filter_tag")
+
+    class Meta:
+        model = Resource
+        fields = {
+            "provider": ["exact", "in"],
+            "uid": ["exact", "icontains"],
+            "name": ["exact", "icontains"],
+            "region": ["exact", "icontains", "in"],
+            "service": ["exact", "icontains", "in"],
+            "type": ["exact", "icontains", "in"],
+        }
+
     def filter_tag_key(self, queryset, name, value):
         return queryset.filter(Q(tags__key=value) | Q(tags__key__icontains=value))
 
@@ -254,76 +468,20 @@ class ResourceFilter(ProviderRelationshipFilterSet):
         return queryset.filter(tags__text_search=value)
 
 
-class FindingFilter(FilterSet):
-    # We filter providers from the scan in findings
-    provider = UUIDFilter(field_name="scan__provider__id", lookup_expr="exact")
-    provider__in = UUIDInFilter(field_name="scan__provider__id", lookup_expr="in")
-    provider_type = ChoiceFilter(
-        choices=Provider.ProviderChoices.choices, field_name="scan__provider__provider"
-    )
-    provider_type__in = ChoiceInFilter(
-        choices=Provider.ProviderChoices.choices, field_name="scan__provider__provider"
-    )
-    provider_uid = CharFilter(field_name="scan__provider__uid", lookup_expr="exact")
-    provider_uid__in = CharInFilter(field_name="scan__provider__uid", lookup_expr="in")
-    provider_uid__icontains = CharFilter(
-        field_name="scan__provider__uid", lookup_expr="icontains"
-    )
-    provider_alias = CharFilter(field_name="scan__provider__alias", lookup_expr="exact")
-    provider_alias__in = CharInFilter(
-        field_name="scan__provider__alias", lookup_expr="in"
-    )
-    provider_alias__icontains = CharFilter(
-        field_name="scan__provider__alias", lookup_expr="icontains"
-    )
-
-    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
-
-    uid = CharFilter(field_name="uid")
-    delta = ChoiceFilter(choices=Finding.DeltaChoices.choices)
-    status = ChoiceFilter(choices=StatusChoices.choices)
-    severity = ChoiceFilter(choices=SeverityChoices)
-    impact = ChoiceFilter(choices=SeverityChoices)
-
-    resources = UUIDInFilter(field_name="resource__id", lookup_expr="in")
-
-    region = CharFilter(field_name="resources__region")
-    region__in = CharInFilter(field_name="resources__region", lookup_expr="in")
-    region__icontains = CharFilter(
-        field_name="resources__region", lookup_expr="icontains"
-    )
-
-    service = CharFilter(field_name="resources__service")
-    service__in = CharInFilter(field_name="resources__service", lookup_expr="in")
-    service__icontains = CharFilter(
-        field_name="resources__service", lookup_expr="icontains"
-    )
-
-    resource_uid = CharFilter(field_name="resources__uid")
-    resource_uid__in = CharInFilter(field_name="resources__uid", lookup_expr="in")
-    resource_uid__icontains = CharFilter(
-        field_name="resources__uid", lookup_expr="icontains"
-    )
-
-    resource_name = CharFilter(field_name="resources__name")
-    resource_name__in = CharInFilter(field_name="resources__name", lookup_expr="in")
-    resource_name__icontains = CharFilter(
-        field_name="resources__name", lookup_expr="icontains"
-    )
-
-    resource_type = CharFilter(field_name="resources__type")
-    resource_type__in = CharInFilter(field_name="resources__type", lookup_expr="in")
-    resource_type__icontains = CharFilter(
-        field_name="resources__type", lookup_expr="icontains"
-    )
-
+class FindingFilter(CommonFindingFilters):
     scan = UUIDFilter(method="filter_scan_id")
     scan__in = UUIDInFilter(method="filter_scan_id_in")
 
     inserted_at = DateFilter(method="filter_inserted_at", lookup_expr="date")
     inserted_at__date = DateFilter(method="filter_inserted_at", lookup_expr="date")
-    inserted_at__gte = DateFilter(method="filter_inserted_at_gte")
-    inserted_at__lte = DateFilter(method="filter_inserted_at_lte")
+    inserted_at__gte = DateFilter(
+        method="filter_inserted_at_gte",
+        help_text=f"Maximum date range is {settings.FINDINGS_MAX_DAYS_IN_RANGE} days.",
+    )
+    inserted_at__lte = DateFilter(
+        method="filter_inserted_at_lte",
+        help_text=f"Maximum date range is {settings.FINDINGS_MAX_DAYS_IN_RANGE} days.",
+    )
 
     class Meta:
         model = Finding
@@ -351,6 +509,61 @@ class FindingFilter(FilterSet):
             },
         }
 
+    def filter_resource_type(self, queryset, name, value):
+        return queryset.filter(resource_types__contains=[value])
+
+    def filter_resource_region(self, queryset, name, value):
+        return queryset.filter(resource_regions__contains=[value])
+
+    def filter_resource_service(self, queryset, name, value):
+        return queryset.filter(resource_services__contains=[value])
+
+    def filter_queryset(self, queryset):
+        if not (self.data.get("scan") or self.data.get("scan__in")) and not (
+            self.data.get("inserted_at")
+            or self.data.get("inserted_at__date")
+            or self.data.get("inserted_at__gte")
+            or self.data.get("inserted_at__lte")
+        ):
+            raise ValidationError(
+                [
+                    {
+                        "detail": "At least one date filter is required: filter[inserted_at], filter[inserted_at.gte], "
+                        "or filter[inserted_at.lte].",
+                        "status": 400,
+                        "source": {"pointer": "/data/attributes/inserted_at"},
+                        "code": "required",
+                    }
+                ]
+            )
+
+        gte_date = (
+            datetime.strptime(self.data.get("inserted_at__gte"), "%Y-%m-%d").date()
+            if self.data.get("inserted_at__gte")
+            else datetime.now(timezone.utc).date()
+        )
+        lte_date = (
+            datetime.strptime(self.data.get("inserted_at__lte"), "%Y-%m-%d").date()
+            if self.data.get("inserted_at__lte")
+            else datetime.now(timezone.utc).date()
+        )
+
+        if abs(lte_date - gte_date) > timedelta(
+            days=settings.FINDINGS_MAX_DAYS_IN_RANGE
+        ):
+            raise ValidationError(
+                [
+                    {
+                        "detail": f"The date range cannot exceed {settings.FINDINGS_MAX_DAYS_IN_RANGE} days.",
+                        "status": 400,
+                        "source": {"pointer": "/data/attributes/inserted_at"},
+                        "code": "invalid",
+                    }
+                ]
+            )
+
+        return super().filter_queryset(queryset)
+
     #  Convert filter values to UUIDv7 values for use with partitioning
     def filter_scan_id(self, queryset, name, value):
         try:
@@ -371,9 +584,7 @@ class FindingFilter(FilterSet):
             )
 
         return (
-            queryset.filter(id__gte=start)
-            .filter(id__lt=end)
-            .filter(scan__id=value_uuid)
+            queryset.filter(id__gte=start).filter(id__lt=end).filter(scan_id=value_uuid)
         )
 
     def filter_scan_id_in(self, queryset, name, value):
@@ -398,31 +609,32 @@ class FindingFilter(FilterSet):
                 ]
             )
         if start == end:
-            return queryset.filter(id__gte=start).filter(scan__id__in=uuid_list)
+            return queryset.filter(id__gte=start).filter(scan_id__in=uuid_list)
         else:
             return (
                 queryset.filter(id__gte=start)
                 .filter(id__lt=end)
-                .filter(scan__id__in=uuid_list)
+                .filter(scan_id__in=uuid_list)
             )
 
     def filter_inserted_at(self, queryset, name, value):
-        value = self.maybe_date_to_datetime(value)
-        start = uuid7_start(datetime_to_uuid7(value))
+        datetime_value = self.maybe_date_to_datetime(value)
+        start = uuid7_start(datetime_to_uuid7(datetime_value))
+        end = uuid7_start(datetime_to_uuid7(datetime_value + timedelta(days=1)))
 
-        return queryset.filter(id__gte=start).filter(inserted_at__date=value)
+        return queryset.filter(id__gte=start, id__lt=end)
 
     def filter_inserted_at_gte(self, queryset, name, value):
-        value = self.maybe_date_to_datetime(value)
-        start = uuid7_start(datetime_to_uuid7(value))
+        datetime_value = self.maybe_date_to_datetime(value)
+        start = uuid7_start(datetime_to_uuid7(datetime_value))
 
-        return queryset.filter(id__gte=start).filter(inserted_at__gte=value)
+        return queryset.filter(id__gte=start)
 
     def filter_inserted_at_lte(self, queryset, name, value):
-        value = self.maybe_date_to_datetime(value)
-        end = uuid7_start(datetime_to_uuid7(value))
+        datetime_value = self.maybe_date_to_datetime(value)
+        end = uuid7_start(datetime_to_uuid7(datetime_value + timedelta(days=1)))
 
-        return queryset.filter(id__lte=end).filter(inserted_at__lte=value)
+        return queryset.filter(id__lt=end)
 
     @staticmethod
     def maybe_date_to_datetime(value):
@@ -432,9 +644,42 @@ class FindingFilter(FilterSet):
         return dt
 
 
+class LatestFindingFilter(CommonFindingFilters):
+    class Meta:
+        model = Finding
+        fields = {
+            "id": ["exact", "in"],
+            "uid": ["exact", "in"],
+            "delta": ["exact", "in"],
+            "status": ["exact", "in"],
+            "severity": ["exact", "in"],
+            "impact": ["exact", "in"],
+            "check_id": ["exact", "in", "icontains"],
+        }
+        filter_overrides = {
+            FindingDeltaEnumField: {
+                "filter_class": CharFilter,
+            },
+            StatusEnumField: {
+                "filter_class": CharFilter,
+            },
+            SeverityEnumField: {
+                "filter_class": CharFilter,
+            },
+        }
+
+
 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:
@@ -481,14 +726,33 @@ class UserFilter(FilterSet):
         }
 
 
-class ComplianceOverviewFilter(FilterSet):
+class RoleFilter(FilterSet):
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
-    provider_type = ChoiceFilter(choices=Provider.ProviderChoices.choices)
-    provider_type__in = ChoiceInFilter(choices=Provider.ProviderChoices.choices)
-    scan_id = UUIDFilter(field_name="scan__id")
+    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
+    permission_state = ChoiceFilter(
+        choices=PermissionChoices.choices, method="filter_permission_state"
+    )
+
+    def filter_permission_state(self, queryset, name, value):
+        return Role.filter_by_permission_state(queryset, value)
 
     class Meta:
-        model = ComplianceOverview
+        model = Role
+        fields = {
+            "id": ["exact", "in"],
+            "name": ["exact", "in"],
+            "inserted_at": ["gte", "lte"],
+            "updated_at": ["gte", "lte"],
+        }
+
+
+class ComplianceOverviewFilter(FilterSet):
+    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
+    scan_id = UUIDFilter(field_name="scan_id")
+    region = CharFilter(field_name="region")
+
+    class Meta:
+        model = ComplianceRequirementOverview
         fields = {
             "inserted_at": ["date", "gte", "lte"],
             "compliance_id": ["exact", "icontains"],
@@ -508,12 +772,6 @@ class ScanSummaryFilter(FilterSet):
         field_name="scan__provider__provider", choices=Provider.ProviderChoices.choices
     )
     region = CharFilter(field_name="region")
-    muted_findings = BooleanFilter(method="filter_muted_findings")
-
-    def filter_muted_findings(self, queryset, name, value):
-        if not value:
-            return queryset.exclude(muted__gt=0)
-        return queryset
 
     class Meta:
         model = ScanSummary
@@ -521,3 +779,151 @@ class ScanSummaryFilter(FilterSet):
             "inserted_at": ["date", "gte", "lte"],
             "region": ["exact", "icontains", "in"],
         }
+
+
+class ScanSummarySeverityFilter(ScanSummaryFilter):
+    """Filter for findings_severity ScanSummary endpoint - includes status filters"""
+
+    # Custom status filters - only for severity grouping endpoint
+    status = ChoiceFilter(method="filter_status", choices=OverviewStatusChoices.choices)
+    status__in = CharInFilter(method="filter_status_in", lookup_expr="in")
+
+    def filter_status(self, queryset, name, value):
+        # Validate the status value
+        if value not in [choice[0] for choice in OverviewStatusChoices.choices]:
+            raise ValidationError(f"Invalid status value: {value}")
+
+        # Apply the filter by annotating the queryset with the status field
+        if value == OverviewStatusChoices.FAIL:
+            return queryset.annotate(status_count=F("fail"))
+        elif value == OverviewStatusChoices.PASS:
+            return queryset.annotate(status_count=F("_pass"))
+        else:
+            return queryset.annotate(status_count=F("total"))
+
+    def filter_status_in(self, queryset, name, value):
+        # Validate the status values
+        valid_statuses = [choice[0] for choice in OverviewStatusChoices.choices]
+        for status_val in value:
+            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 (
+            set(value)
+            >= {
+                OverviewStatusChoices.FAIL,
+                OverviewStatusChoices.PASS,
+            }
+            or not value
+        ):
+            return queryset.annotate(status_count=F("total"))
+
+        # Build the sum expression based on status values
+        sum_expression = None
+        for status in value:
+            if status == OverviewStatusChoices.FAIL:
+                field_expr = F("fail")
+            elif status == OverviewStatusChoices.PASS:
+                field_expr = F("_pass")
+            else:
+                continue
+
+            if sum_expression is None:
+                sum_expression = field_expr
+            else:
+                sum_expression = sum_expression + field_expr
+
+        if sum_expression is None:
+            return queryset.annotate(status_count=F("total"))
+
+        return queryset.annotate(status_count=sum_expression)
+
+    class Meta:
+        model = ScanSummary
+        fields = {
+            "inserted_at": ["date", "gte", "lte"],
+            "region": ["exact", "icontains", "in"],
+        }
+
+
+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)
+    integration_type__in = ChoiceInFilter(
+        choices=Integration.IntegrationChoices.choices,
+        field_name="integration_type",
+        lookup_expr="in",
+    )
+
+    class Meta:
+        model = Integration
+        fields = {
+            "inserted_at": ["date", "gte", "lte"],
+        }
+
+
+class ProcessorFilter(FilterSet):
+    processor_type = ChoiceFilter(choices=Processor.ProcessorChoices.choices)
+    processor_type__in = ChoiceInFilter(
+        choices=Processor.ProcessorChoices.choices,
+        field_name="processor_type",
+        lookup_expr="in",
+    )
+
+
+class IntegrationJiraFindingsFilter(FilterSet):
+    # To be expanded as needed
+    finding_id = UUIDFilter(field_name="id", lookup_expr="exact")
+    finding_id__in = UUIDInFilter(field_name="id", lookup_expr="in")
+
+    class Meta:
+        model = Finding
+        fields = {}
+
+    def filter_queryset(self, queryset):
+        # Validate that there is at least one filter provided
+        if not self.data:
+            raise ValidationError(
+                {
+                    "findings": "No finding filters provided. At least one filter is required."
+                }
+            )
+        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"],
+        }

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

@@ -3,7 +3,7 @@
     "model": "api.user",
     "pk": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
     "fields": {
-      "password": "pbkdf2_sha256$720000$vA62S78kog2c2ytycVQdke$Fp35GVLLMyy5fUq3krSL9I02A+ocQ+RVa4S22LIAO5s=",
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
       "last_login": null,
       "name": "Devie Prowlerson",
       "email": "dev@prowler.com",
@@ -16,7 +16,7 @@
     "model": "api.user",
     "pk": "b6493a3a-c997-489b-8b99-278bf74de9f6",
     "fields": {
-      "password": "pbkdf2_sha256$720000$vA62S78kog2c2ytycVQdke$Fp35GVLLMyy5fUq3krSL9I02A+ocQ+RVa4S22LIAO5s=",
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
       "last_login": null,
       "name": "Devietoo Prowlerson",
       "email": "dev2@prowler.com",
@@ -24,5 +24,18 @@
       "is_active": true,
       "date_joined": "2024-09-18T09:04:20.850Z"
     }
+  },
+  {
+    "model": "api.user",
+    "pk": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+    "fields": {
+      "password": "pbkdf2_sha256$870000$Z63pGJ7nre48hfcGbk5S0O$rQpKczAmijs96xa+gPVJifpT3Fetb8DOusl5Eq6gxac=",
+      "last_login": null,
+      "name": "E2E Test User",
+      "email": "e2e@prowler.com",
+      "company_name": "Prowler E2E Tests",
+      "is_active": true,
+      "date_joined": "2024-01-01T00:00:00.850Z"
+    }
   }
 ]

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

@@ -46,5 +46,24 @@
       "role": "member",
       "date_joined": "2024-09-19T11:03:59.712Z"
     }
+  },
+  {
+    "model": "api.tenant",
+    "pk": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+    "fields": {
+      "inserted_at": "2024-01-01T00:00:00Z",
+      "updated_at": "2024-01-01T00:00:00Z",
+      "name": "E2E Test Tenant"
+    }
+  },
+  {
+    "model": "api.membership",
+    "pk": "9b1a2c3d-4e5f-6789-abc1-23456789def0",
+    "fields": {
+      "user": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "role": "owner",
+      "date_joined": "2024-01-01T00:00:00.000Z"
+    }
   }
 ]

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

@@ -122,6 +122,22 @@
       "scanner_args": {}
     }
   },
+  {
+    "model": "api.provider",
+    "pk": "7791914f-d646-4fe2-b2ed-73f2c6499a36",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "inserted_at": "2024-10-18T10:45:26.352Z",
+      "updated_at": "2024-10-18T11:16:23.533Z",
+      "provider": "kubernetes",
+      "uid": "gke_lucky-coast-419309_us-central1_autopilot-cluster-2",
+      "alias": "k8s_testing_2",
+      "connected": true,
+      "connection_last_checked_at": "2024-10-18T11:16:23.503Z",
+      "metadata": {},
+      "scanner_args": {}
+    }
+  },
   {
     "model": "api.providersecret",
     "pk": "11491b47-75ae-4f71-ad8d-3e630a72182e",

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

@@ -11,9 +11,7 @@
       "unique_resource_count": 1,
       "duration": 5,
       "scanner_args": {
-        "checks_to_execute": [
-          "accessanalyzer_enabled"
-        ]
+        "checks_to_execute": ["accessanalyzer_enabled"]
       },
       "inserted_at": "2024-09-01T17:25:27.050Z",
       "started_at": "2024-09-01T17:25:27.050Z",
@@ -33,9 +31,7 @@
       "unique_resource_count": 1,
       "duration": 20,
       "scanner_args": {
-        "checks_to_execute": [
-          "accessanalyzer_enabled"
-        ]
+        "checks_to_execute": ["accessanalyzer_enabled"]
       },
       "inserted_at": "2024-09-02T17:24:27.050Z",
       "started_at": "2024-09-02T17:24:27.050Z",
@@ -55,9 +51,7 @@
       "unique_resource_count": 10,
       "duration": 10,
       "scanner_args": {
-        "checks_to_execute": [
-          "cloudsql_instance_automated_backups"
-        ]
+        "checks_to_execute": ["cloudsql_instance_automated_backups"]
       },
       "inserted_at": "2024-09-02T19:26:27.050Z",
       "started_at": "2024-09-02T19:26:27.050Z",
@@ -77,9 +71,7 @@
       "unique_resource_count": 1,
       "duration": 35,
       "scanner_args": {
-        "checks_to_execute": [
-          "accessanalyzer_enabled"
-        ]
+        "checks_to_execute": ["accessanalyzer_enabled"]
       },
       "inserted_at": "2024-09-02T19:27:27.050Z",
       "started_at": "2024-09-02T19:27:27.050Z",
@@ -97,9 +89,7 @@
       "name": "test scheduled aws scan",
       "state": "available",
       "scanner_args": {
-        "checks_to_execute": [
-          "cloudformation_stack_outputs_find_secrets"
-        ]
+        "checks_to_execute": ["cloudformation_stack_outputs_find_secrets"]
       },
       "scheduled_at": "2030-09-02T19:20:27.050Z",
       "inserted_at": "2024-09-02T19:24:27.050Z",
@@ -178,9 +168,7 @@
       "unique_resource_count": 19,
       "progress": 100,
       "scanner_args": {
-        "checks_to_execute": [
-          "accessanalyzer_enabled"
-        ]
+        "checks_to_execute": ["accessanalyzer_enabled"]
       },
       "duration": 7,
       "scheduled_at": null,
@@ -190,6 +178,56 @@
       "completed_at": "2024-10-18T10:46:05.127Z"
     }
   },
+  {
+    "model": "api.scan",
+    "pk": "6dd8925f-a52d-48de-a546-d2d90db30ab1",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan azure",
+      "provider": "1b59e032-3eb6-4694-93a5-df84cd9b3ce2",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 20,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "account_security_contact_information_is_registered"
+        ]
+      },
+      "duration": 4,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T11:16:21.358Z",
+      "updated_at": "2024-10-18T11:16:26.060Z",
+      "started_at": "2024-10-18T11:16:21.593Z",
+      "completed_at": "2024-10-18T11:16:26.060Z"
+    }
+  },
+  {
+    "model": "api.scan",
+    "pk": "4ca7ce89-3236-41a8-a369-8937bc152af5",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "real scan k8s",
+      "provider": "7791914f-d646-4fe2-b2ed-73f2c6499a36",
+      "trigger": "manual",
+      "state": "completed",
+      "unique_resource_count": 20,
+      "progress": 100,
+      "scanner_args": {
+        "checks_to_execute": [
+          "accessanalyzer_enabled",
+          "account_security_contact_information_is_registered"
+        ]
+      },
+      "duration": 4,
+      "scheduled_at": null,
+      "inserted_at": "2024-10-18T11:16:21.358Z",
+      "updated_at": "2024-10-18T11:16:26.060Z",
+      "started_at": "2024-10-18T11:16:21.593Z",
+      "completed_at": "2024-10-18T11:16:26.060Z"
+    }
+  },
   {
     "model": "api.scan",
     "pk": "01929f57-c0ee-7553-be0b-cbde006fb6f7",

api/src/backend/api/fixtures/dev/5_dev_findings.json

@@ -6,6 +6,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.823Z",
       "updated_at": "2024-10-18T10:46:04.841Z",
+      "first_seen_at": "2024-10-18T10:46:04.823Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-south-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -61,6 +62,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.855Z",
       "updated_at": "2024-10-18T10:46:04.858Z",
+      "first_seen_at": "2024-10-18T10:46:04.855Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-3-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -116,6 +118,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.869Z",
       "updated_at": "2024-10-18T10:46:04.876Z",
+      "first_seen_at": "2024-10-18T10:46:04.869Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-central-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -171,6 +174,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.888Z",
       "updated_at": "2024-10-18T10:46:04.892Z",
+      "first_seen_at": "2024-10-18T10:46:04.888Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -226,6 +230,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.901Z",
       "updated_at": "2024-10-18T10:46:04.905Z",
+      "first_seen_at": "2024-10-18T10:46:04.901Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-east-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -281,6 +286,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.915Z",
       "updated_at": "2024-10-18T10:46:04.919Z",
+      "first_seen_at": "2024-10-18T10:46:04.915Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-south-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -336,6 +342,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.929Z",
       "updated_at": "2024-10-18T10:46:04.934Z",
+      "first_seen_at": "2024-10-18T10:46:04.929Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-west-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -391,6 +398,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.944Z",
       "updated_at": "2024-10-18T10:46:04.947Z",
+      "first_seen_at": "2024-10-18T10:46:04.944Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ca-central-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -446,6 +454,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.957Z",
       "updated_at": "2024-10-18T10:46:04.962Z",
+      "first_seen_at": "2024-10-18T10:46:04.957Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-east-1-ConsoleAnalyzer-83b66ad7-d024-454e-b851-52d11cc1cf7c",
       "delta": "new",
       "status": "PASS",
@@ -501,6 +510,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.971Z",
       "updated_at": "2024-10-18T10:46:04.975Z",
+      "first_seen_at": "2024-10-18T10:46:04.971Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -556,6 +566,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.984Z",
       "updated_at": "2024-10-18T10:46:04.989Z",
+      "first_seen_at": "2024-10-18T10:46:04.984Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-sa-east-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -611,6 +622,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:04.999Z",
       "updated_at": "2024-10-18T10:46:05.003Z",
+      "first_seen_at": "2024-10-18T10:46:04.999Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-north-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -666,6 +678,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.013Z",
       "updated_at": "2024-10-18T10:46:05.018Z",
+      "first_seen_at": "2024-10-18T10:46:05.013Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-west-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -721,6 +734,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.029Z",
       "updated_at": "2024-10-18T10:46:05.033Z",
+      "first_seen_at": "2024-10-18T10:46:05.029Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-southeast-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -776,6 +790,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.045Z",
       "updated_at": "2024-10-18T10:46:05.050Z",
+      "first_seen_at": "2024-10-18T10:46:05.045Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-central-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -831,6 +846,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.061Z",
       "updated_at": "2024-10-18T10:46:05.065Z",
+      "first_seen_at": "2024-10-18T10:46:05.061Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-1-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -886,6 +902,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.080Z",
       "updated_at": "2024-10-18T10:46:05.085Z",
+      "first_seen_at": "2024-10-18T10:46:05.080Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-southeast-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -941,6 +958,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.099Z",
       "updated_at": "2024-10-18T10:46:05.104Z",
+      "first_seen_at": "2024-10-18T10:46:05.099Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-2-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -996,6 +1014,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T10:46:05.115Z",
       "updated_at": "2024-10-18T10:46:05.121Z",
+      "first_seen_at": "2024-10-18T10:46:05.115Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-3-112233445566",
       "delta": "new",
       "status": "FAIL",
@@ -1051,6 +1070,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.489Z",
       "updated_at": "2024-10-18T11:16:24.506Z",
+      "first_seen_at": "2024-10-18T10:46:04.823Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-south-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1106,6 +1126,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.518Z",
       "updated_at": "2024-10-18T11:16:24.521Z",
+      "first_seen_at": "2024-10-18T10:46:04.855Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-3-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1161,6 +1182,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.526Z",
       "updated_at": "2024-10-18T11:16:24.529Z",
+      "first_seen_at": "2024-10-18T10:46:04.869Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-central-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1216,6 +1238,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.535Z",
       "updated_at": "2024-10-18T11:16:24.538Z",
+      "first_seen_at": "2024-10-18T10:46:04.888Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1271,6 +1294,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.544Z",
       "updated_at": "2024-10-18T11:16:24.546Z",
+      "first_seen_at": "2024-10-18T10:46:04.901Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-east-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1326,6 +1350,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.551Z",
       "updated_at": "2024-10-18T11:16:24.554Z",
+      "first_seen_at": "2024-10-18T10:46:04.915Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-south-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1381,6 +1406,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.560Z",
       "updated_at": "2024-10-18T11:16:24.562Z",
+      "first_seen_at": "2024-10-18T10:46:04.929Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-west-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1436,6 +1462,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.567Z",
       "updated_at": "2024-10-18T11:16:24.569Z",
+      "first_seen_at": "2024-10-18T10:46:04.944Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ca-central-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1491,6 +1518,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.573Z",
       "updated_at": "2024-10-18T11:16:24.575Z",
+      "first_seen_at": "2024-10-18T10:46:04.957Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-east-1-ConsoleAnalyzer-83b66ad7-d024-454e-b851-52d11cc1cf7c",
       "delta": null,
       "status": "PASS",
@@ -1546,6 +1574,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.580Z",
       "updated_at": "2024-10-18T11:16:24.582Z",
+      "first_seen_at": "2024-10-18T10:46:04.971Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-west-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1601,6 +1630,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.587Z",
       "updated_at": "2024-10-18T11:16:24.589Z",
+      "first_seen_at": "2024-10-18T10:46:04.984Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-sa-east-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1656,6 +1686,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.595Z",
       "updated_at": "2024-10-18T11:16:24.597Z",
+      "first_seen_at": "2024-10-18T10:46:04.999Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-north-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1711,6 +1742,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.602Z",
       "updated_at": "2024-10-18T11:16:24.604Z",
+      "first_seen_at": "2024-10-18T10:46:05.013Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-us-west-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1766,6 +1798,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.610Z",
       "updated_at": "2024-10-18T11:16:24.612Z",
+      "first_seen_at": "2024-10-18T10:46:05.029Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-southeast-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1821,6 +1854,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.617Z",
       "updated_at": "2024-10-18T11:16:24.620Z",
+      "first_seen_at": "2024-10-18T10:46:05.045Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-eu-central-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1876,6 +1910,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.625Z",
       "updated_at": "2024-10-18T11:16:24.627Z",
+      "first_seen_at": "2024-10-18T10:46:05.061Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-1-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1931,6 +1966,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.632Z",
       "updated_at": "2024-10-18T11:16:24.634Z",
+      "first_seen_at": "2024-10-18T10:46:05.080Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-southeast-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -1986,6 +2022,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.639Z",
       "updated_at": "2024-10-18T11:16:24.642Z",
+      "first_seen_at": "2024-10-18T10:46:05.099Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-2-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -2041,6 +2078,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:24.646Z",
       "updated_at": "2024-10-18T11:16:24.648Z",
+      "first_seen_at": "2024-10-18T10:46:05.115Z",
       "uid": "prowler-aws-accessanalyzer_enabled-112233445566-ap-northeast-3-112233445566",
       "delta": null,
       "status": "FAIL",
@@ -2096,6 +2134,7 @@
       "tenant": "12646005-9067-4d2a-a098-8bb378604362",
       "inserted_at": "2024-10-18T11:16:26.033Z",
       "updated_at": "2024-10-18T11:16:26.045Z",
+      "first_seen_at": "2024-10-18T11:16:26.033Z",
       "uid": "prowler-aws-account_security_contact_information_is_registered-112233445566-us-east-1-112233445566",
       "delta": "new",
       "status": "MANUAL",

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

@@ -58,5 +58,123 @@
       "provider_group": "525e91e7-f3f3-4254-bbc3-27ce1ade86b1",
       "inserted_at": "2024-11-13T11:55:41.237Z"
     }
+  },
+  {
+    "model": "api.role",
+    "pk": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "admin_test",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": true,
+      "manage_scans": true,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-11-20T15:32:42.402Z",
+      "updated_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "845ff03a-87ef-42ba-9786-6577c70c4df0",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "first_role",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": false,
+      "manage_scans": false,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-11-20T15:31:53.239Z",
+      "updated_at": "2024-11-20T15:31:53.239Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "902d726c-4bd5-413a-a2a4-f7b4754b6b20",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "name": "third_role",
+      "manage_users": false,
+      "manage_account": false,
+      "manage_billing": false,
+      "manage_providers": false,
+      "manage_integrations": false,
+      "manage_scans": true,
+      "unlimited_visibility": false,
+      "inserted_at": "2024-11-20T15:34:05.440Z",
+      "updated_at": "2024-11-20T15:34:05.440Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "57fd024a-0a7f-49b4-a092-fa0979a07aaf",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "3fe28fb8-e545-424c-9b8f-69aff638f430",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "a3cd0099-1c13-4df1-a5e5-ecdfec561b35",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "481769f5-db2b-447b-8b00-1dee18db90ec",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.roleprovidergrouprelationship",
+    "pk": "cfd84182-a058-40c2-af3c-0189b174940f",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "provider_group": "525e91e7-f3f3-4254-bbc3-27ce1ade86b1",
+      "inserted_at": "2024-11-20T15:32:42.402Z"
+    }
+  },
+  {
+    "model": "api.userrolerelationship",
+    "pk": "92339663-e954-4fd8-98fb-8bfe15949975",
+    "fields": {
+      "tenant": "12646005-9067-4d2a-a098-8bb378604362",
+      "role": "3f01e759-bdf9-4a99-8888-1ab805b79f93",
+      "user": "8b38e2eb-6689-4f1e-a4ba-95b275130200",
+      "inserted_at": "2024-11-20T15:36:14.302Z"
+    }
+  },
+  {
+    "model": "api.role",
+    "pk": "a5b6c7d8-9e0f-1234-5678-90abcdef1234",
+    "fields": {
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "name": "e2e_admin",
+      "manage_users": true,
+      "manage_account": true,
+      "manage_billing": true,
+      "manage_providers": true,
+      "manage_integrations": true,
+      "manage_scans": true,
+      "unlimited_visibility": true,
+      "inserted_at": "2024-01-01T00:00:00.000Z",
+      "updated_at": "2024-01-01T00:00:00.000Z"
+    }
+  },
+  {
+    "model": "api.userrolerelationship",
+    "pk": "f1e2d3c4-b5a6-9876-5432-10fedcba9876",
+    "fields": {
+      "tenant": "7c8f94a3-e2d1-4b3a-9f87-2c4d5e6f1a2b",
+      "role": "a5b6c7d8-9e0f-1234-5678-90abcdef1234",
+      "user": "6d4f8a91-3c2e-4b5a-8f7d-1e9c5b2a4d6f",
+      "inserted_at": "2024-01-01T00:00:00.000Z"
+    }
   }
 ]

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

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

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

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

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/0003_update_provider_unique_constraint_with_is_deleted.py

@@ -0,0 +1,23 @@
+# Generated by Django 5.1.1 on 2024-12-20 13:16
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0002_token_migrations"),
+    ]
+
+    operations = [
+        migrations.RemoveConstraint(
+            model_name="provider",
+            name="unique_provider_uids",
+        ),
+        migrations.AddConstraint(
+            model_name="provider",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "provider", "uid", "is_deleted"),
+                name="unique_provider_uids",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0004_rbac.py

@@ -0,0 +1,248 @@
+# Generated by Django 5.1.1 on 2024-12-05 12:29
+
+import uuid
+
+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", "0003_update_provider_unique_constraint_with_is_deleted"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="Role",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("name", models.CharField(max_length=255)),
+                ("manage_users", models.BooleanField(default=False)),
+                ("manage_account", models.BooleanField(default=False)),
+                ("manage_billing", models.BooleanField(default=False)),
+                ("manage_providers", models.BooleanField(default=False)),
+                ("manage_integrations", models.BooleanField(default=False)),
+                ("manage_scans", models.BooleanField(default=False)),
+                ("unlimited_visibility", models.BooleanField(default=False)),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "roles",
+            },
+        ),
+        migrations.CreateModel(
+            name="RoleProviderGroupRelationship",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "role_provider_group_relationship",
+            },
+        ),
+        migrations.CreateModel(
+            name="UserRoleRelationship",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "role_user_relationship",
+            },
+        ),
+        migrations.AddField(
+            model_name="roleprovidergrouprelationship",
+            name="provider_group",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.providergroup"
+            ),
+        ),
+        migrations.AddField(
+            model_name="roleprovidergrouprelationship",
+            name="role",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.role"
+            ),
+        ),
+        migrations.AddField(
+            model_name="role",
+            name="provider_groups",
+            field=models.ManyToManyField(
+                related_name="roles",
+                through="api.RoleProviderGroupRelationship",
+                to="api.providergroup",
+            ),
+        ),
+        migrations.AddField(
+            model_name="userrolerelationship",
+            name="role",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to="api.role"
+            ),
+        ),
+        migrations.AddField(
+            model_name="userrolerelationship",
+            name="user",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL
+            ),
+        ),
+        migrations.AddField(
+            model_name="role",
+            name="users",
+            field=models.ManyToManyField(
+                related_name="roles",
+                through="api.UserRoleRelationship",
+                to=settings.AUTH_USER_MODEL,
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="roleprovidergrouprelationship",
+            constraint=models.UniqueConstraint(
+                fields=("role_id", "provider_group_id"),
+                name="unique_role_provider_group_relationship",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="roleprovidergrouprelationship",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_roleprovidergrouprelationship",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="userrolerelationship",
+            constraint=models.UniqueConstraint(
+                fields=("role_id", "user_id"), name="unique_role_user_relationship"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="userrolerelationship",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_userrolerelationship",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="role",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "name"), name="unique_role_per_tenant"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="role",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_role",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.CreateModel(
+            name="InvitationRoleRelationship",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "invitation",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.invitation"
+                    ),
+                ),
+                (
+                    "role",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.role"
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "role_invitation_relationship",
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="invitationrolerelationship",
+            constraint=models.UniqueConstraint(
+                fields=("role_id", "invitation_id"),
+                name="unique_role_invitation_relationship",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="invitationrolerelationship",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_invitationrolerelationship",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddField(
+            model_name="role",
+            name="invitations",
+            field=models.ManyToManyField(
+                related_name="roles",
+                through="api.InvitationRoleRelationship",
+                to="api.invitation",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0005_rbac_missing_admin_roles.py

@@ -0,0 +1,44 @@
+from django.db import migrations
+
+from api.db_router import MainRouter
+
+
+def create_admin_role(apps, schema_editor):
+    Tenant = apps.get_model("api", "Tenant")
+    Role = apps.get_model("api", "Role")
+    User = apps.get_model("api", "User")
+    UserRoleRelationship = apps.get_model("api", "UserRoleRelationship")
+
+    for tenant in Tenant.objects.using(MainRouter.admin_db).all():
+        admin_role, _ = Role.objects.using(MainRouter.admin_db).get_or_create(
+            name="admin",
+            tenant=tenant,
+            defaults={
+                "manage_users": True,
+                "manage_account": True,
+                "manage_billing": True,
+                "manage_providers": True,
+                "manage_integrations": True,
+                "manage_scans": True,
+                "unlimited_visibility": True,
+            },
+        )
+        users = User.objects.using(MainRouter.admin_db).filter(
+            membership__tenant=tenant
+        )
+        for user in users:
+            UserRoleRelationship.objects.using(MainRouter.admin_db).get_or_create(
+                user=user,
+                role=admin_role,
+                tenant=tenant,
+            )
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0004_rbac"),
+    ]
+
+    operations = [
+        migrations.RunPython(create_admin_role),
+    ]

api/src/backend/api/migrations/0006_findings_first_seen.py

@@ -0,0 +1,15 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0005_rbac_missing_admin_roles"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="finding",
+            name="first_seen_at",
+            field=models.DateTimeField(editable=False, null=True),
+        ),
+    ]

api/src/backend/api/migrations/0007_scan_and_scan_summaries_indexes.py

@@ -0,0 +1,25 @@
+# Generated by Django 5.1.5 on 2025-01-28 15:03
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0006_findings_first_seen"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="scan",
+            index=models.Index(
+                fields=["tenant_id", "provider_id", "state", "inserted_at"],
+                name="scans_prov_state_insert_idx",
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="scansummary",
+            index=models.Index(
+                fields=["tenant_id", "scan_id"], name="scan_summaries_tenant_scan_idx"
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0008_daily_scheduled_tasks_update.py

@@ -0,0 +1,64 @@
+import json
+from datetime import datetime, timedelta, timezone
+
+import django.db.models.deletion
+from django.db import migrations, models
+from django_celery_beat.models import PeriodicTask
+
+from api.db_utils import rls_transaction
+from api.models import Scan, StateChoices
+
+
+def migrate_daily_scheduled_scan_tasks(apps, schema_editor):
+    for daily_scheduled_scan_task in PeriodicTask.objects.filter(
+        task="scan-perform-scheduled"
+    ):
+        task_kwargs = json.loads(daily_scheduled_scan_task.kwargs)
+        tenant_id = task_kwargs["tenant_id"]
+        provider_id = task_kwargs["provider_id"]
+
+        current_time = datetime.now(timezone.utc)
+        scheduled_time_today = datetime.combine(
+            current_time.date(),
+            daily_scheduled_scan_task.start_time.time(),
+            tzinfo=timezone.utc,
+        )
+
+        if current_time < scheduled_time_today:
+            next_scan_date = scheduled_time_today
+        else:
+            next_scan_date = scheduled_time_today + timedelta(days=1)
+
+        with rls_transaction(tenant_id):
+            Scan.objects.create(
+                tenant_id=tenant_id,
+                name="Daily scheduled scan",
+                provider_id=provider_id,
+                trigger=Scan.TriggerChoices.SCHEDULED,
+                state=StateChoices.SCHEDULED,
+                scheduled_at=next_scan_date,
+                scheduler_task_id=daily_scheduled_scan_task.id,
+            )
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0007_scan_and_scan_summaries_indexes"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="scan",
+            name="scheduler_task",
+            field=models.ForeignKey(
+                blank=True,
+                null=True,
+                on_delete=django.db.models.deletion.CASCADE,
+                to="django_celery_beat.periodictask",
+            ),
+        ),
+        migrations.RunPython(migrate_daily_scheduled_scan_tasks),
+    ]

api/src/backend/api/migrations/0009_increase_provider_uid_maximum_length.py

@@ -0,0 +1,22 @@
+# Generated by Django 5.1.5 on 2025-02-07 09:42
+
+import django.core.validators
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0008_daily_scheduled_tasks_update"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="uid",
+            field=models.CharField(
+                max_length=250,
+                validators=[django.core.validators.MinLengthValidator(3)],
+                verbose_name="Unique identifier for the provider, set by the provider",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0010_findings_performance_indexes_partitions.py

@@ -0,0 +1,109 @@
+from functools import partial
+
+from django.db import connection, migrations
+
+
+def create_index_on_partitions(
+    apps, schema_editor, parent_table: str, index_name: str, index_details: str
+):
+    with connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass;
+        """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+    # Iterate over partitions and create index concurrently.
+    # Note: PostgreSQL does not allow CONCURRENTLY inside a transaction,
+    # so we need atomic = False for this migration.
+    for partition in partitions:
+        sql = (
+            f"CREATE INDEX CONCURRENTLY IF NOT EXISTS {partition.replace('.', '_')}_{index_name} ON {partition} "
+            f"{index_details};"
+        )
+        schema_editor.execute(sql)
+
+
+def drop_index_on_partitions(apps, schema_editor, parent_table: str, index_name: str):
+    with schema_editor.connection.cursor() as cursor:
+        cursor.execute(
+            """
+            SELECT inhrelid::regclass::text
+            FROM pg_inherits
+            WHERE inhparent = %s::regclass;
+        """,
+            [parent_table],
+        )
+        partitions = [row[0] for row in cursor.fetchall()]
+
+    # Iterate over partitions and drop index concurrently.
+    for partition in partitions:
+        partition_index = f"{partition.replace('.', '_')}_{index_name}"
+        sql = f"DROP INDEX CONCURRENTLY IF EXISTS {partition_index};"
+        schema_editor.execute(sql)
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0009_increase_provider_uid_maximum_length"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_tenant_and_id_idx",
+                index_details="(tenant_id, id)",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_tenant_and_id_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_idx",
+                index_details="(tenant_id, scan_id)",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_id_idx",
+                index_details="(tenant_id, scan_id, id)",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_id_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="find_delta_new_idx",
+                index_details="(tenant_id, id) where delta = 'new'",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="find_delta_new_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0011_findings_performance_indexes_parent.py

@@ -0,0 +1,49 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0010_findings_performance_indexes_partitions"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                fields=["tenant_id", "id"], name="findings_tenant_and_id_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                fields=["tenant_id", "scan_id"], name="find_tenant_scan_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                fields=["tenant_id", "scan_id", "id"], name="find_tenant_scan_id_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                condition=models.Q(("delta", "new")),
+                fields=["tenant_id", "id"],
+                name="find_delta_new_idx",
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="resourcetagmapping",
+            index=models.Index(
+                fields=["tenant_id", "resource_id"], name="resource_tag_tenant_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="resource",
+            index=models.Index(
+                fields=["tenant_id", "service", "region", "type"],
+                name="resource_tenant_metadata_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0012_scan_report_output.py

@@ -0,0 +1,15 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0011_findings_performance_indexes_parent"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="scan",
+            name="output_location",
+            field=models.CharField(blank=True, max_length=200, null=True),
+        ),
+    ]

api/src/backend/api/migrations/0013_integrations_enum.py

@@ -0,0 +1,35 @@
+# Generated by Django 5.1.5 on 2025-03-03 15:46
+
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import IntegrationTypeEnum, PostgresEnumMigration, register_enum
+from api.models import Integration
+
+IntegrationTypeEnumMigration = PostgresEnumMigration(
+    enum_name="integration_type",
+    enum_values=tuple(
+        integration_type[0]
+        for integration_type in Integration.IntegrationChoices.choices
+    ),
+)
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0012_scan_report_output"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            IntegrationTypeEnumMigration.create_enum_type,
+            reverse_code=IntegrationTypeEnumMigration.drop_enum_type,
+        ),
+        migrations.RunPython(
+            partial(register_enum, enum_class=IntegrationTypeEnum),
+            reverse_code=migrations.RunPython.noop,
+        ),
+    ]

api/src/backend/api/migrations/0014_integrations.py

@@ -0,0 +1,131 @@
+# Generated by Django 5.1.5 on 2025-03-03 15:46
+
+import uuid
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.db_utils
+import api.rls
+from api.rls import RowLevelSecurityConstraint
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0013_integrations_enum"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="Integration",
+            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)),
+                ("enabled", models.BooleanField(default=False)),
+                ("connected", models.BooleanField(blank=True, null=True)),
+                (
+                    "connection_last_checked_at",
+                    models.DateTimeField(blank=True, null=True),
+                ),
+                (
+                    "integration_type",
+                    api.db_utils.IntegrationTypeEnumField(
+                        choices=[
+                            ("amazon_s3", "Amazon S3"),
+                            ("saml", "SAML"),
+                            ("aws_security_hub", "AWS Security Hub"),
+                            ("jira", "JIRA"),
+                            ("slack", "Slack"),
+                        ]
+                    ),
+                ),
+                ("configuration", models.JSONField(default=dict)),
+                ("_credentials", models.BinaryField(db_column="credentials")),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={"db_table": "integrations", "abstract": False},
+        ),
+        migrations.AddConstraint(
+            model_name="integration",
+            constraint=RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_integration",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.CreateModel(
+            name="IntegrationProviderRelationship",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "integration",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        to="api.integration",
+                    ),
+                ),
+                (
+                    "provider",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.provider"
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "integration_provider_mappings",
+                "constraints": [
+                    models.UniqueConstraint(
+                        fields=("integration_id", "provider_id"),
+                        name="unique_integration_provider_rel",
+                    ),
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="IntegrationProviderRelationship",
+            constraint=RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_integrationproviderrelationship",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddField(
+            model_name="integration",
+            name="providers",
+            field=models.ManyToManyField(
+                blank=True,
+                related_name="integrations",
+                through="api.IntegrationProviderRelationship",
+                to="api.provider",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0015_finding_muted.py

@@ -0,0 +1,26 @@
+# Generated by Django 5.1.5 on 2025-03-25 11:29
+
+from django.db import migrations, models
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0014_integrations"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="finding",
+            name="muted",
+            field=models.BooleanField(default=False),
+        ),
+        migrations.AlterField(
+            model_name="finding",
+            name="status",
+            field=api.db_utils.StatusEnumField(
+                choices=[("FAIL", "Fail"), ("PASS", "Pass"), ("MANUAL", "Manual")]
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0016_finding_compliance_resource_details_and_more.py

@@ -0,0 +1,32 @@
+# Generated by Django 5.1.5 on 2025-03-31 10:46
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0015_finding_muted"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="finding",
+            name="compliance",
+            field=models.JSONField(blank=True, default=dict, null=True),
+        ),
+        migrations.AddField(
+            model_name="resource",
+            name="details",
+            field=models.TextField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name="resource",
+            name="metadata",
+            field=models.TextField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name="resource",
+            name="partition",
+            field=models.TextField(blank=True, null=True),
+        ),
+    ]

api/src/backend/api/migrations/0017_m365_provider.py

@@ -0,0 +1,32 @@
+# Generated by Django 5.1.7 on 2025-04-16 08:47
+
+from django.db import migrations
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0016_finding_compliance_resource_details_and_more"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="provider",
+            field=api.db_utils.ProviderEnumField(
+                choices=[
+                    ("aws", "AWS"),
+                    ("azure", "Azure"),
+                    ("gcp", "GCP"),
+                    ("kubernetes", "Kubernetes"),
+                    ("m365", "M365"),
+                ],
+                default="aws",
+            ),
+        ),
+        migrations.RunSQL(
+            "ALTER TYPE provider ADD VALUE IF NOT EXISTS 'm365';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0018_resource_scan_summaries.py

@@ -0,0 +1,81 @@
+# Generated by Django 5.1.7 on 2025-05-05 10:01
+
+import uuid
+
+import django.db.models.deletion
+import uuid6
+from django.db import migrations, models
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0017_m365_provider"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="ResourceScanSummary",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("scan_id", models.UUIDField(db_index=True, default=uuid6.uuid7)),
+                ("resource_id", models.UUIDField(db_index=True, default=uuid.uuid4)),
+                ("service", models.CharField(max_length=100)),
+                ("region", models.CharField(max_length=100)),
+                ("resource_type", models.CharField(max_length=100)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "resource_scan_summaries",
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "service"],
+                        name="rss_tenant_scan_svc_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "region"],
+                        name="rss_tenant_scan_reg_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "resource_type"],
+                        name="rss_tenant_scan_type_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "region", "service"],
+                        name="rss_tenant_scan_reg_svc_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "service", "resource_type"],
+                        name="rss_tenant_scan_svc_type_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "region", "resource_type"],
+                        name="rss_tenant_scan_reg_type_idx",
+                    ),
+                ],
+                "unique_together": {("tenant_id", "scan_id", "resource_id")},
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="resourcescansummary",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_resourcescansummary",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0019_finding_denormalize_resource_fields.py

@@ -0,0 +1,42 @@
+import django.contrib.postgres.fields
+import django.contrib.postgres.indexes
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0018_resource_scan_summaries"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="finding",
+            name="resource_regions",
+            field=django.contrib.postgres.fields.ArrayField(
+                base_field=models.CharField(max_length=100),
+                blank=True,
+                null=True,
+                size=None,
+            ),
+        ),
+        migrations.AddField(
+            model_name="finding",
+            name="resource_services",
+            field=django.contrib.postgres.fields.ArrayField(
+                base_field=models.CharField(max_length=100),
+                blank=True,
+                null=True,
+                size=None,
+            ),
+        ),
+        migrations.AddField(
+            model_name="finding",
+            name="resource_types",
+            field=django.contrib.postgres.fields.ArrayField(
+                base_field=models.CharField(max_length=100),
+                blank=True,
+                null=True,
+                size=None,
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0020_findings_new_performance_indexes_partitions.py

@@ -0,0 +1,86 @@
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import create_index_on_partitions, drop_index_on_partitions
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0019_finding_denormalize_resource_fields"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_service_idx",
+                columns="resource_services",
+                method="GIN",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_service_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_region_idx",
+                columns="resource_regions",
+                method="GIN",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_region_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_rtype_idx",
+                columns="resource_types",
+                method="GIN",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="gin_find_rtype_idx",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_uid_idx",
+            ),
+            reverse_code=partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_uid_idx",
+                columns="uid",
+                method="BTREE",
+            ),
+        ),
+        migrations.RunPython(
+            partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_filter_idx",
+            ),
+            reverse_code=partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="findings_filter_idx",
+                columns="scan_id, impact, severity, status, check_id, delta",
+                method="BTREE",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0021_findings_new_performance_indexes_parent.py

@@ -0,0 +1,37 @@
+import django.contrib.postgres.indexes
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0020_findings_new_performance_indexes_partitions"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="finding",
+            index=django.contrib.postgres.indexes.GinIndex(
+                fields=["resource_services"], name="gin_find_service_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="finding",
+            index=django.contrib.postgres.indexes.GinIndex(
+                fields=["resource_regions"], name="gin_find_region_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="finding",
+            index=django.contrib.postgres.indexes.GinIndex(
+                fields=["resource_types"], name="gin_find_rtype_idx"
+            ),
+        ),
+        migrations.RemoveIndex(
+            model_name="finding",
+            name="findings_uid_idx",
+        ),
+        migrations.RemoveIndex(
+            model_name="finding",
+            name="findings_filter_idx",
+        ),
+    ]

api/src/backend/api/migrations/0022_scan_summaries_performance_indexes.py

@@ -0,0 +1,38 @@
+# Generated by Django 5.1.8 on 2025-05-12 10:04
+
+from django.contrib.postgres.operations import AddIndexConcurrently
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0021_findings_new_performance_indexes_parent"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        AddIndexConcurrently(
+            model_name="scan",
+            index=models.Index(
+                condition=models.Q(("state", "completed")),
+                fields=["tenant_id", "provider_id", "state", "-inserted_at"],
+                name="scans_prov_state_ins_desc_idx",
+            ),
+        ),
+        AddIndexConcurrently(
+            model_name="scansummary",
+            index=models.Index(
+                fields=["tenant_id", "scan_id", "service"],
+                name="ss_tenant_scan_service_idx",
+            ),
+        ),
+        AddIndexConcurrently(
+            model_name="scansummary",
+            index=models.Index(
+                fields=["tenant_id", "scan_id", "severity"],
+                name="ss_tenant_scan_severity_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0023_resources_lookup_optimization.py

@@ -0,0 +1,28 @@
+# Generated by Django 5.1.8 on 2025-05-12 10:18
+
+from django.contrib.postgres.operations import AddIndexConcurrently
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0022_scan_summaries_performance_indexes"),
+    ]
+
+    operations = [
+        AddIndexConcurrently(
+            model_name="resource",
+            index=models.Index(
+                fields=["tenant_id", "id"], name="resources_tenant_id_idx"
+            ),
+        ),
+        AddIndexConcurrently(
+            model_name="resource",
+            index=models.Index(
+                fields=["tenant_id", "provider_id"],
+                name="resources_tenant_provider_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0024_findings_uid_index_partitions.py

@@ -0,0 +1,29 @@
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import create_index_on_partitions, drop_index_on_partitions
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0023_resources_lookup_optimization"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_uid_inserted_idx",
+                columns="tenant_id, uid, inserted_at DESC",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_uid_inserted_idx",
+            ),
+        )
+    ]

api/src/backend/api/migrations/0025_findings_uid_index_parent.py

@@ -0,0 +1,17 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0024_findings_uid_index_partitions"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                fields=["tenant_id", "uid", "-inserted_at"],
+                name="find_tenant_uid_inserted_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0026_provider_secret_gcp_service_account.py

@@ -0,0 +1,14 @@
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0025_findings_uid_index_parent"),
+    ]
+
+    operations = [
+        migrations.RunSQL(
+            "ALTER TYPE provider_secret_type ADD VALUE IF NOT EXISTS 'service_account';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0027_compliance_requirement_overviews.py

@@ -0,0 +1,124 @@
+# Generated by Django 5.1.8 on 2025-05-21 11:37
+
+import uuid
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.db_utils
+import api.rls
+from api.rls import RowLevelSecurityConstraint
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0026_provider_secret_gcp_service_account"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="ComplianceRequirementOverview",
+            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(blank=False)),
+                ("framework", models.TextField(blank=False)),
+                ("version", models.TextField(blank=True)),
+                ("description", models.TextField(blank=True)),
+                ("region", models.TextField(blank=False)),
+                ("requirement_id", models.TextField(blank=False)),
+                (
+                    "requirement_status",
+                    api.db_utils.StatusEnumField(
+                        choices=[
+                            ("FAIL", "Fail"),
+                            ("PASS", "Pass"),
+                            ("MANUAL", "Manual"),
+                        ]
+                    ),
+                ),
+                ("passed_checks", models.IntegerField(default=0)),
+                ("failed_checks", models.IntegerField(default=0)),
+                ("total_checks", models.IntegerField(default=0)),
+                (
+                    "scan",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="compliance_requirements_overviews",
+                        related_query_name="compliance_requirements_overview",
+                        to="api.scan",
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "compliance_requirements_overviews",
+                "abstract": False,
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "scan_id"], name="cro_tenant_scan_idx"
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "compliance_id"],
+                        name="cro_scan_comp_idx",
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "scan_id", "compliance_id", "region"],
+                        name="cro_scan_comp_reg_idx",
+                    ),
+                    models.Index(
+                        fields=[
+                            "tenant_id",
+                            "scan_id",
+                            "compliance_id",
+                            "requirement_id",
+                        ],
+                        name="cro_scan_comp_req_idx",
+                    ),
+                    models.Index(
+                        fields=[
+                            "tenant_id",
+                            "scan_id",
+                            "compliance_id",
+                            "requirement_id",
+                            "region",
+                        ],
+                        name="cro_scan_comp_req_reg_idx",
+                    ),
+                ],
+                "constraints": [
+                    models.UniqueConstraint(
+                        fields=(
+                            "tenant_id",
+                            "scan_id",
+                            "compliance_id",
+                            "requirement_id",
+                            "region",
+                        ),
+                        name="unique_tenant_compliance_requirement_overview",
+                    )
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="ComplianceRequirementOverview",
+            constraint=RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_compliancerequirementoverview",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0028_findings_check_index_partitions.py

@@ -0,0 +1,29 @@
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import create_index_on_partitions, drop_index_on_partitions
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0027_compliance_requirement_overviews"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_check_idx",
+                columns="tenant_id, scan_id, check_id",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="findings",
+                index_name="find_tenant_scan_check_idx",
+            ),
+        )
+    ]

api/src/backend/api/migrations/0029_findings_check_index_parent.py

@@ -0,0 +1,17 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0028_findings_check_index_partitions"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="finding",
+            index=models.Index(
+                fields=["tenant_id", "scan_id", "check_id"],
+                name="find_tenant_scan_check_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0030_lighthouseconfiguration.py

@@ -0,0 +1,107 @@
+# Generated by Django 5.1.10 on 2025-06-12 12:45
+
+import uuid
+
+import django.core.validators
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0029_findings_check_index_parent"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="LighthouseConfiguration",
+            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="Name of the configuration",
+                        max_length=100,
+                        validators=[django.core.validators.MinLengthValidator(3)],
+                    ),
+                ),
+                (
+                    "api_key",
+                    models.BinaryField(
+                        help_text="Encrypted API key for the LLM service"
+                    ),
+                ),
+                (
+                    "model",
+                    models.CharField(
+                        choices=[
+                            ("gpt-4o-2024-11-20", "GPT-4o v2024-11-20"),
+                            ("gpt-4o-2024-08-06", "GPT-4o v2024-08-06"),
+                            ("gpt-4o-2024-05-13", "GPT-4o v2024-05-13"),
+                            ("gpt-4o", "GPT-4o Default"),
+                            ("gpt-4o-mini-2024-07-18", "GPT-4o Mini v2024-07-18"),
+                            ("gpt-4o-mini", "GPT-4o Mini Default"),
+                        ],
+                        default="gpt-4o-2024-08-06",
+                        help_text="Must be one of the supported model names",
+                        max_length=50,
+                    ),
+                ),
+                (
+                    "temperature",
+                    models.FloatField(default=0, help_text="Must be between 0 and 1"),
+                ),
+                (
+                    "max_tokens",
+                    models.IntegerField(
+                        default=4000, help_text="Must be between 500 and 5000"
+                    ),
+                ),
+                (
+                    "business_context",
+                    models.TextField(
+                        blank=True,
+                        default="",
+                        help_text="Additional business context for this AI model configuration",
+                    ),
+                ),
+                ("is_active", models.BooleanField(default=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "lighthouse_configurations",
+                "abstract": False,
+                "constraints": [
+                    models.UniqueConstraint(
+                        fields=("tenant_id",),
+                        name="unique_lighthouse_config_per_tenant",
+                    ),
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="lighthouseconfiguration",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_lighthouseconfiguration",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0031_scan_disable_on_cascade_periodic_tasks.py

@@ -0,0 +1,24 @@
+# Generated by Django 5.1.10 on 2025-06-23 10:04
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0030_lighthouseconfiguration"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="scan",
+            name="scheduler_task",
+            field=models.ForeignKey(
+                blank=True,
+                null=True,
+                on_delete=django.db.models.deletion.SET_NULL,
+                to="django_celery_beat.periodictask",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0032_saml.py

@@ -0,0 +1,150 @@
+# Generated by Django 5.1.10 on 2025-07-02 15:47
+
+import uuid
+
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+import api.db_utils
+import api.rls
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0031_scan_disable_on_cascade_periodic_tasks"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="integration",
+            name="integration_type",
+            field=api.db_utils.IntegrationTypeEnumField(
+                choices=[
+                    ("amazon_s3", "Amazon S3"),
+                    ("aws_security_hub", "AWS Security Hub"),
+                    ("jira", "JIRA"),
+                    ("slack", "Slack"),
+                ]
+            ),
+        ),
+        migrations.CreateModel(
+            name="SAMLToken",
+            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)),
+                ("expires_at", models.DateTimeField(editable=False)),
+                ("token", models.JSONField(unique=True)),
+                (
+                    "user",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        to=settings.AUTH_USER_MODEL,
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "saml_tokens",
+            },
+        ),
+        migrations.CreateModel(
+            name="SAMLConfiguration",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                (
+                    "email_domain",
+                    models.CharField(
+                        help_text="Email domain used to identify the tenant, e.g. prowlerdemo.com",
+                        max_length=254,
+                        unique=True,
+                    ),
+                ),
+                (
+                    "metadata_xml",
+                    models.TextField(
+                        help_text="Raw IdP metadata XML to configure SingleSignOnService, certificates, etc."
+                    ),
+                ),
+                ("created_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "saml_configurations",
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="samlconfiguration",
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_samlconfiguration",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="samlconfiguration",
+            constraint=models.UniqueConstraint(
+                fields=("tenant",), name="unique_samlconfig_per_tenant"
+            ),
+        ),
+        migrations.CreateModel(
+            name="SAMLDomainIndex",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("email_domain", models.CharField(max_length=254, unique=True)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "saml_domain_index",
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="samldomainindex",
+            constraint=models.UniqueConstraint(
+                fields=("email_domain", "tenant"),
+                name="unique_resources_by_email_domain",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="samldomainindex",
+            constraint=api.rls.BaseSecurityConstraint(
+                name="statements_on_samldomainindex",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0033_processors_enum.py

@@ -0,0 +1,34 @@
+# Generated by Django 5.1.5 on 2025-03-03 15:46
+
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import PostgresEnumMigration, ProcessorTypeEnum, register_enum
+from api.models import Processor
+
+ProcessorTypeEnumMigration = PostgresEnumMigration(
+    enum_name="processor_type",
+    enum_values=tuple(
+        processor_type[0] for processor_type in Processor.ProcessorChoices.choices
+    ),
+)
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0032_saml"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            ProcessorTypeEnumMigration.create_enum_type,
+            reverse_code=ProcessorTypeEnumMigration.drop_enum_type,
+        ),
+        migrations.RunPython(
+            partial(register_enum, enum_class=ProcessorTypeEnum),
+            reverse_code=migrations.RunPython.noop,
+        ),
+    ]

api/src/backend/api/migrations/0034_processors.py

@@ -0,0 +1,88 @@
+# Generated by Django 5.1.5 on 2025-03-26 13:04
+
+import uuid
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+import api.db_utils
+import api.rls
+from api.rls import RowLevelSecurityConstraint
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0033_processors_enum"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="Processor",
+            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)),
+                (
+                    "processor_type",
+                    api.db_utils.ProcessorTypeEnumField(
+                        choices=[("mutelist", "Mutelist")]
+                    ),
+                ),
+                ("configuration", models.JSONField(default=dict)),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "processors",
+                "abstract": False,
+                "indexes": [
+                    models.Index(
+                        fields=["tenant_id", "id"], name="processor_tenant_id_idx"
+                    ),
+                    models.Index(
+                        fields=["tenant_id", "processor_type"],
+                        name="processor_tenant_type_idx",
+                    ),
+                ],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="processor",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id", "processor_type"),
+                name="unique_processor_types_tenant",
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="processor",
+            constraint=RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_processor",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+        migrations.AddField(
+            model_name="scan",
+            name="processor",
+            field=models.ForeignKey(
+                blank=True,
+                null=True,
+                on_delete=django.db.models.deletion.SET_NULL,
+                related_name="scans",
+                related_query_name="scan",
+                to="api.processor",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0035_finding_muted_reason.py

@@ -0,0 +1,22 @@
+import django.core.validators
+import django.db.models.deletion
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0034_processors"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="finding",
+            name="muted_reason",
+            field=models.TextField(
+                blank=True,
+                max_length=500,
+                null=True,
+                validators=[django.core.validators.MinLengthValidator(3)],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0036_rfm_tenant_finding_index_partitions.py

@@ -0,0 +1,30 @@
+from functools import partial
+
+from django.db import migrations
+
+from api.db_utils import create_index_on_partitions, drop_index_on_partitions
+
+
+class Migration(migrations.Migration):
+    atomic = False
+
+    dependencies = [
+        ("api", "0035_finding_muted_reason"),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            partial(
+                create_index_on_partitions,
+                parent_table="resource_finding_mappings",
+                index_name="rfm_tenant_finding_idx",
+                columns="tenant_id, finding_id",
+                method="BTREE",
+            ),
+            reverse_code=partial(
+                drop_index_on_partitions,
+                parent_table="resource_finding_mappings",
+                index_name="rfm_tenant_finding_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0037_rfm_tenant_finding_index_parent.py

@@ -0,0 +1,17 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0036_rfm_tenant_finding_index_partitions"),
+    ]
+
+    operations = [
+        migrations.AddIndex(
+            model_name="resourcefindingmapping",
+            index=models.Index(
+                fields=["tenant_id", "finding_id"],
+                name="rfm_tenant_finding_idx",
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0038_resource_failed_findings_count.py

@@ -0,0 +1,15 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0037_rfm_tenant_finding_index_parent"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="resource",
+            name="failed_findings_count",
+            field=models.IntegerField(default=0),
+        )
+    ]