chore(deps): bump pyasn1 from 0.6.2 to 0.6.3 (#10838)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: pedrooot <pedromarting3@gmail.com>
Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>
Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>

.env

@@ -145,7 +145,7 @@ SENTRY_RELEASE=local
 NEXT_PUBLIC_SENTRY_ENVIRONMENT=${SENTRY_ENVIRONMENT}
 
 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.16.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.24.3
 
 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"

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

@@ -13,11 +13,15 @@ inputs:
   poetry-version:
     description: 'Poetry version to install'
     required: false
-    default: '2.1.1'
+    default: '2.3.4'
   install-dependencies:
     description: 'Install Python dependencies with Poetry'
     required: false
     default: 'true'
+  update-lock:
+    description: 'Run `poetry lock` during setup. Only enable when a prior step mutates pyproject.toml (e.g. API `@master` VCS rewrite). Default: false.'
+    required: false
+    default: 'false'
 
 runs:
   using: 'composite'
@@ -74,7 +78,7 @@ runs:
         grep -A2 -B2 "resolved_reference" poetry.lock
 
     - name: Update poetry.lock (prowler repo only)
-      if: github.repository == 'prowler-cloud/prowler'
+      if: github.repository == 'prowler-cloud/prowler' && inputs.update-lock == 'true'
       shell: bash
       working-directory: ${{ inputs.working-directory }}
       run: poetry lock

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

@@ -13,6 +13,8 @@ env:
   PROWLER_VERSION: ${{ github.event.release.tag_name }}
   BASE_BRANCH: master
 
+permissions: {}
+
 jobs:
   detect-release-type:
     runs-on: ubuntu-latest

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

@@ -17,6 +17,8 @@ concurrency:
 env:
   API_WORKING_DIR: ./api
 
+permissions: {}
+
 jobs:
   api-code-quality:
     runs-on: ubuntu-latest
@@ -50,7 +52,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             api/**
@@ -67,6 +69,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           working-directory: ./api
+          update-lock: 'true'
 
       - name: Poetry check
         if: steps.check-changes.outputs.any_changed == 'true'

.github/workflows/api-codeql.yml

@@ -24,6 +24,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   api-analyze:
     name: CodeQL Security Analysis

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

@@ -33,6 +33,8 @@ env:
   PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
   PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-api
 
+permissions: {}
+
 jobs:
   setup:
     if: github.repository == 'prowler-cloud/prowler'
@@ -137,18 +139,18 @@ jobs:
           sed -i "s|prowler-cloud/prowler.git@master|prowler-cloud/prowler.git@${LATEST_SHA}|" api/pyproject.toml
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build and push API container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           push: true
@@ -178,7 +180,7 @@ jobs:
             auth.docker.io:443
             production.cloudflare.docker.com:443
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}

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

@@ -18,6 +18,8 @@ env:
   API_WORKING_DIR: ./api
   IMAGE_NAME: prowler-api
 
+permissions: {}
+
 jobs:
   api-dockerfile-lint:
     if: github.repository == 'prowler-cloud/prowler'
@@ -42,7 +44,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: api/Dockerfile
 
@@ -104,7 +106,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: api/**
           files_ignore: |
@@ -115,11 +117,11 @@ jobs:
 
       - name: Set up Docker Buildx
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build container for ${{ matrix.arch }}
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.API_WORKING_DIR }}
           push: false

.github/workflows/api-security.yml

@@ -17,6 +17,8 @@ concurrency:
 env:
   API_WORKING_DIR: ./api
 
+permissions: {}
+
 jobs:
   api-security-scans:
     runs-on: ubuntu-latest
@@ -53,7 +55,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             api/**
@@ -70,6 +72,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           working-directory: ./api
+          update-lock: 'true'
 
       - name: Bandit
         if: steps.check-changes.outputs.any_changed == 'true'
@@ -77,9 +80,10 @@ jobs:
 
       - name: Safety
         if: steps.check-changes.outputs.any_changed == 'true'
-        run: poetry run safety check --ignore 79023,79027,86217
+        run: poetry run safety check --ignore 79023,79027,86217,71600
         # TODO: 79023 & 79027 knack ReDoS until `azure-cli-core` (via `cartography`) allows `knack` >=0.13.0
         # TODO: 86217 because `alibabacloud-tea-openapi == 0.4.3` don't let us upgrade `cryptography >= 46.0.0`
+        # TODO: 71600 CVE-2024-1135 false positive - fixed in gunicorn 22.0.0, project uses 23.0.0
 
       - name: Vulture
         if: steps.check-changes.outputs.any_changed == 'true'

.github/workflows/api-tests.yml

@@ -30,6 +30,8 @@ env:
   VALKEY_DB: 0
   API_WORKING_DIR: ./api
 
+permissions: {}
+
 jobs:
   api-tests:
     runs-on: ubuntu-latest
@@ -99,7 +101,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             api/**
@@ -116,6 +118,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           working-directory: ./api
+          update-lock: 'true'
 
       - name: Run tests with pytest
         if: steps.check-changes.outputs.any_changed == 'true'

.github/workflows/backport.yml

@@ -17,6 +17,8 @@ env:
   BACKPORT_LABEL_PREFIX: backport-to-
   BACKPORT_LABEL_IGNORE: was-backported
 
+permissions: {}
+
 jobs:
   backport:
     if: github.event.pull_request.merged == true && !(contains(github.event.pull_request.labels.*.name, 'backport')) && !(contains(github.event.pull_request.labels.*.name, 'was-backported'))
@@ -46,7 +48,7 @@ jobs:
 
       - name: Backport PR
         if: steps.label_check.outputs.label_check == 'success'
-        uses: sorenlouv/backport-github-action@516854e7c9f962b9939085c9a92ea28411d1ae90 # v10.2.0
+        uses: sorenlouv/backport-github-action@9460b7102fea25466026ce806c9ebf873ac48721 # v11.0.0
         with:
           github_token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
           auto_backport_label_prefix: ${{ env.BACKPORT_LABEL_PREFIX }}

.github/workflows/ci-zizmor.yml

@@ -21,6 +21,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   zizmor:
     if: github.repository == 'prowler-cloud/prowler'
@@ -49,6 +51,6 @@ jobs:
           persist-credentials: false
 
       - name: Run zizmor
-        uses: zizmorcore/zizmor-action@0dce2577a4760a2749d8cfb7a84b7d5585ebcb7d # v0.5.0
+        uses: zizmorcore/zizmor-action@71321a20a9ded102f6e9ce5718a2fcec2c4f70d8 # v0.5.2
         with:
           token: ${{ github.token }}

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

@@ -9,6 +9,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.issue.number }}
   cancel-in-progress: false
 
+permissions: {}
+
 jobs:
   update-labels:
     if: contains(github.event.issue.labels.*.name, 'status/awaiting-response')

.github/workflows/conventional-commit.yml

@@ -16,6 +16,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   conventional-commit-check:
     runs-on: ubuntu-latest

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

@@ -13,6 +13,8 @@ env:
   BACKPORT_LABEL_PREFIX: backport-to-
   BACKPORT_LABEL_COLOR: B60205
 
+permissions: {}
+
 jobs:
   create-label:
     runs-on: ubuntu-latest

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

@@ -13,6 +13,8 @@ env:
   PROWLER_VERSION: ${{ github.event.release.tag_name }}
   BASE_BRANCH: master
 
+permissions: {}
+
 jobs:
   detect-release-type:
     runs-on: ubuntu-latest

.github/workflows/find-secrets.yml

@@ -14,6 +14,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   scan-secrets:
     runs-on: ubuntu-latest

.github/workflows/helm-chart-checks.yml

@@ -21,6 +21,8 @@ concurrency:
 env:
   CHART_PATH: contrib/k8s/helm/prowler-app
 
+permissions: {}
+
 jobs:
   helm-lint:
     if: github.repository == 'prowler-cloud/prowler'
@@ -36,12 +38,12 @@ jobs:
           egress-policy: audit
 
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
       - name: Set up Helm
-        uses: azure/setup-helm@1a275c3b69536ee54be43f2070a358922e12c8d4 # v4.3.1
+        uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
 
       - name: Update chart dependencies
         run: helm dependency update ${{ env.CHART_PATH }}

.github/workflows/helm-chart-release.yml

@@ -13,6 +13,8 @@ concurrency:
 env:
   CHART_PATH: contrib/k8s/helm/prowler-app
 
+permissions: {}
+
 jobs:
   release-helm-chart:
     if: github.repository == 'prowler-cloud/prowler'
@@ -29,12 +31,12 @@ jobs:
           egress-policy: audit
 
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
       - name: Set up Helm
-        uses: azure/setup-helm@b9e51907a09c216f16ebe8536097933489208112 # v4.3.0
+        uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
 
       - name: Set appVersion from release tag
         run: |

.github/workflows/issue-lock-on-close.yml

@@ -0,0 +1,53 @@
+name: 'Tools: Lock Issue on Close'
+
+on:
+  issues:
+    types:
+      - closed
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.issue.number }}
+  cancel-in-progress: false
+
+permissions: {}
+
+jobs:
+  lock:
+    if: |
+      github.repository == 'prowler-cloud/prowler' &&
+      github.event.issue.locked == false
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      issues: write
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+
+      - name: Comment and lock issue
+        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        with:
+          script: |
+            const { owner, repo } = context.repo;
+            const issue_number = context.payload.issue.number;
+
+            try {
+              await github.rest.issues.createComment({
+                owner,
+                repo,
+                issue_number,
+                body: 'This issue is now locked as it has been closed. If you are still hitting a related problem, please open a new issue and link back to this one for context. Thanks!'
+              });
+            } catch (error) {
+              core.warning(`Failed to post lock comment on issue #${issue_number}: ${error.message}`);
+            }
+
+            const lockParams = { owner, repo, issue_number };
+            if (context.payload.issue.state_reason === 'completed') {
+              lockParams.lock_reason = 'resolved';
+            }
+            await github.rest.issues.lock(lockParams);

.github/workflows/issue-triage.lock.yml

@@ -772,7 +772,7 @@ jobs:
           SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
       - name: Upload Safe Outputs
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         with:
           name: safe-output
           path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -793,13 +793,13 @@ jobs:
             await main();
       - name: Upload sanitized agent output
         if: always() && env.GH_AW_AGENT_OUTPUT
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         with:
           name: agent-output
           path: ${{ env.GH_AW_AGENT_OUTPUT }}
           if-no-files-found: warn
       - name: Upload engine output files
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         with:
           name: agent_outputs
           path: |
@@ -839,7 +839,7 @@ jobs:
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         with:
           name: agent-artifacts
           path: |
@@ -880,7 +880,7 @@ jobs:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
@@ -992,13 +992,13 @@ jobs:
           destination: /opt/gh-aw/actions
       - name: Download agent artifacts
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: agent-artifacts
           path: /tmp/gh-aw/threat-detection/
       - name: Download agent output artifact
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: agent-output
           path: /tmp/gh-aw/threat-detection/
@@ -1071,7 +1071,7 @@ jobs:
             await main();
       - name: Upload threat detection log
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         with:
           name: threat-detection.log
           path: /tmp/gh-aw/threat-detection/detection.log
@@ -1174,7 +1174,7 @@ jobs:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/

.github/workflows/labeler.yml

@@ -15,6 +15,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   labeler:
     runs-on: ubuntu-latest
@@ -76,6 +78,7 @@ jobs:
             "StylusFrost"
             "toniblyx"
             "davidm4r"
+            "pfe-nazaries"
           )
 
           echo "Checking if $AUTHOR is a member of prowler-cloud organization"

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

@@ -32,6 +32,8 @@ env:
   PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
   PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-mcp
 
+permissions: {}
+
 jobs:
   setup:
     if: github.repository == 'prowler-cloud/prowler'
@@ -123,18 +125,18 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build and push MCP container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           push: true
@@ -173,7 +175,7 @@ jobs:
             release-assets.githubusercontent.com:443
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}

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

@@ -18,6 +18,8 @@ env:
   MCP_WORKING_DIR: ./mcp_server
   IMAGE_NAME: prowler-mcp
 
+permissions: {}
+
 jobs:
   mcp-dockerfile-lint:
     if: github.repository == 'prowler-cloud/prowler'
@@ -42,7 +44,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: mcp_server/Dockerfile
 
@@ -87,6 +89,9 @@ jobs:
             api.github.com:443
             mirror.gcr.io:443
             check.trivy.dev:443
+            get.trivy.dev:443
+            release-assets.githubusercontent.com:443
+            objects.githubusercontent.com:443
 
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -96,7 +101,7 @@ jobs:
 
       - name: Check for MCP changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: mcp_server/**
           files_ignore: |
@@ -105,11 +110,11 @@ jobs:
 
       - name: Set up Docker Buildx
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build MCP container for ${{ matrix.arch }}
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.MCP_WORKING_DIR }}
           push: false

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

@@ -14,6 +14,8 @@ env:
   PYTHON_VERSION: "3.12"
   WORKING_DIRECTORY: ./mcp_server
 
+permissions: {}
+
 jobs:
   validate-release:
     if: github.repository == 'prowler-cloud/prowler'

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

@@ -16,6 +16,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   check-changelog:
     if: contains(github.event.pull_request.labels.*.name, 'no-changelog') == false
@@ -45,7 +47,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             api/**

.github/workflows/pr-check-compliance-mapping.yml

@@ -16,6 +16,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   check-compliance-mapping:
     if: contains(github.event.pull_request.labels.*.name, 'no-compliance-check') == false
@@ -43,7 +45,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             prowler/providers/**/services/**/*.metadata.json

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

@@ -15,6 +15,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   check-conflicts:
     runs-on: ubuntu-latest
@@ -39,7 +41,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: '**'
 

.github/workflows/pr-merged.yml

@@ -12,6 +12,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
   cancel-in-progress: false
 
+permissions: {}
+
 jobs:
   trigger-cloud-pull-request:
     if: |

.github/workflows/prepare-release.yml

@@ -17,6 +17,8 @@ concurrency:
 env:
   PROWLER_VERSION: ${{ inputs.prowler_version }}
 
+permissions: {}
+
 jobs:
   prepare-release:
     if: github.event_name == 'workflow_dispatch' && github.repository == 'prowler-cloud/prowler'
@@ -38,15 +40,11 @@ jobs:
         token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
         persist-credentials: false
 
-    - name: Set up Python
-      uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+    - name: Setup Python with Poetry
+      uses: ./.github/actions/setup-python-poetry
       with:
         python-version: '3.12'
-
-    - name: Install Poetry
-      run: |
-        python3 -m pip install --user poetry==2.1.1
-        echo "$HOME/.local/bin" >> $GITHUB_PATH
+        install-dependencies: 'false'
 
     - name: Configure Git
       run: |
@@ -380,7 +378,7 @@ jobs:
           no-changelog
 
     - name: Create draft release
-      uses: softprops/action-gh-release@a06a81a03ee405af7f2048a818ed3f03bbf83c7b # v2.5.0
+      uses: softprops/action-gh-release@153bb8e04406b158c6c84fc1615b65b24149a1fe # v2.6.1
       with:
         tag_name: ${{ env.PROWLER_VERSION }}
         name: Prowler ${{ env.PROWLER_VERSION }}

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

@@ -13,6 +13,8 @@ env:
   PROWLER_VERSION: ${{ github.event.release.tag_name }}
   BASE_BRANCH: master
 
+permissions: {}
+
 jobs:
   detect-release-type:
     runs-on: ubuntu-latest

.github/workflows/sdk-check-duplicate-test-names.yml

@@ -10,6 +10,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   check-duplicate-test-names:
     if: github.repository == 'prowler-cloud/prowler'

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

@@ -14,6 +14,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   sdk-code-quality:
     if: github.repository == 'prowler-cloud/prowler'
@@ -46,7 +48,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: ./**
           files_ignore: |
@@ -69,22 +71,11 @@ jobs:
             contrib/**
             **/AGENTS.md
 
-      - name: Install Poetry
+      - name: Setup Python with Poetry
         if: steps.check-changes.outputs.any_changed == 'true'
-        run: pipx install poetry==2.1.1
-
-      - name: Set up Python ${{ matrix.python-version }}
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: ${{ matrix.python-version }}
-          cache: 'poetry'
-
-      - name: Install dependencies
-        if: steps.check-changes.outputs.any_changed == 'true'
-        run: |
-          poetry install --no-root
-          poetry run pip list
 
       - name: Check Poetry lock file
         if: steps.check-changes.outputs.any_changed == 'true'

.github/workflows/sdk-codeql.yml

@@ -30,6 +30,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   sdk-analyze:
     if: github.repository == 'prowler-cloud/prowler'

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

@@ -47,6 +47,8 @@ env:
   # AWS configuration (for ECR)
   AWS_REGION: us-east-1
 
+permissions: {}
+
 jobs:
   setup:
     if: github.repository == 'prowler-cloud/prowler'
@@ -74,15 +76,14 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - name: Setup Python with Poetry
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+          install-dependencies: 'false'
 
-      - name: Install Poetry
-        run: |
-          pipx install poetry==2.1.1
-          pipx inject poetry poetry-bumpversion
+      - name: Inject poetry-bumpversion plugin
+        run: pipx inject poetry poetry-bumpversion
 
       - name: Get Prowler version and set tags
         id: get-prowler-version
@@ -197,13 +198,13 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Login to Public ECR
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: public.ecr.aws
           username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
@@ -212,12 +213,12 @@ jobs:
           AWS_REGION: ${{ env.AWS_REGION }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build and push SDK container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: .
           file: ${{ env.DOCKERFILE_PATH }}
@@ -252,13 +253,13 @@ jobs:
 
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Login to Public ECR
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: public.ecr.aws
           username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
@@ -295,7 +296,7 @@ jobs:
       # Push to toniblyx/prowler only for current version (latest/stable/release tags)
       - name: Login to DockerHub (toniblyx)
         if: needs.setup.outputs.latest_tag == 'latest'
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.TONIBLYX_DOCKERHUB_USERNAME }}
           password: ${{ secrets.TONIBLYX_DOCKERHUB_PASSWORD }}
@@ -320,7 +321,7 @@ jobs:
       # Re-login as prowlercloud for cleanup of intermediate tags
       - name: Login to DockerHub (prowlercloud)
         if: always()
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}

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

@@ -17,6 +17,8 @@ concurrency:
 env:
   IMAGE_NAME: prowler
 
+permissions: {}
+
 jobs:
   sdk-dockerfile-lint:
     if: github.repository == 'prowler-cloud/prowler'
@@ -41,7 +43,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: Dockerfile
 
@@ -85,6 +87,7 @@ jobs:
             check.trivy.dev:443
             debian.map.fastlydns.net:80
             release-assets.githubusercontent.com:443
+            objects.githubusercontent.com:443
             pypi.org:443
             files.pythonhosted.org:443
             www.powershellgallery.com:443
@@ -102,7 +105,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: ./**
           files_ignore: |
@@ -127,11 +130,11 @@ jobs:
 
       - name: Set up Docker Buildx
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build SDK container for ${{ matrix.arch }}
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: .
           push: false

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

@@ -13,6 +13,8 @@ env:
   RELEASE_TAG: ${{ github.event.release.tag_name }}
   PYTHON_VERSION: '3.12'
 
+permissions: {}
+
 jobs:
   validate-release:
     if: github.repository == 'prowler-cloud/prowler'
@@ -73,13 +75,11 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Install Poetry
-        run: pipx install poetry==2.1.1
-
-      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - name: Setup Python with Poetry
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+          install-dependencies: 'false'
 
       - name: Build Prowler package
         run: poetry build
@@ -111,13 +111,11 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Install Poetry
-        run: pipx install poetry==2.1.1
-
-      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - name: Setup Python with Poetry
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+          install-dependencies: 'false'
 
       - name: Install toml package
         run: pip install toml

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

@@ -13,6 +13,8 @@ env:
   PYTHON_VERSION: '3.12'
   AWS_REGION: 'us-east-1'
 
+permissions: {}
+
 jobs:
   refresh-aws-regions:
     if: github.repository == 'prowler-cloud/prowler'

.github/workflows/sdk-refresh-oci-regions.yml

@@ -12,6 +12,8 @@ concurrency:
 env:
   PYTHON_VERSION: '3.12'
 
+permissions: {}
+
 jobs:
   refresh-oci-regions:
     if: github.repository == 'prowler-cloud/prowler'

.github/workflows/sdk-security.yml

@@ -14,6 +14,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   sdk-security-scans:
     if: github.repository == 'prowler-cloud/prowler'
@@ -44,7 +46,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files:
             ./**
@@ -69,20 +71,11 @@ jobs:
             contrib/**
             **/AGENTS.md
 
-      - name: Install Poetry
+      - name: Setup Python with Poetry
         if: steps.check-changes.outputs.any_changed == 'true'
-        run: pipx install poetry==2.1.1
-
-      - name: Set up Python 3.12
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: '3.12'
-          cache: 'poetry'
-
-      - name: Install dependencies
-        if: steps.check-changes.outputs.any_changed == 'true'
-        run: poetry install --no-root
 
       - name: Security scan with Bandit
         if: steps.check-changes.outputs.any_changed == 'true'

.github/workflows/sdk-tests.yml

@@ -14,6 +14,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   sdk-tests:
     if: github.repository == 'prowler-cloud/prowler'
@@ -67,7 +69,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: ./**
           files_ignore: |
@@ -90,26 +92,17 @@ jobs:
             contrib/**
             **/AGENTS.md
 
-      - name: Install Poetry
+      - name: Setup Python with Poetry
         if: steps.check-changes.outputs.any_changed == 'true'
-        run: pipx install poetry==2.1.1
-
-      - name: Set up Python ${{ matrix.python-version }}
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        uses: ./.github/actions/setup-python-poetry
         with:
           python-version: ${{ matrix.python-version }}
-          cache: 'poetry'
-
-      - name: Install dependencies
-        if: steps.check-changes.outputs.any_changed == 'true'
-        run: poetry install --no-root
 
       # AWS Provider
       - name: Check if AWS files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-aws
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/aws/**
@@ -216,11 +209,11 @@ jobs:
           echo "AWS service_paths='${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}'"
 
           if [ "${STEPS_AWS_SERVICES_OUTPUTS_RUN_ALL}" = "true" ]; then
-            poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml tests/providers/aws
+            poetry run pytest -p no:randomly -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml tests/providers/aws
           elif [ -z "${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}" ]; then
             echo "No AWS service paths detected; skipping AWS tests."
           else
-            poetry run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml ${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}
+            poetry run pytest -p no:randomly -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml ${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}
           fi
         env:
           STEPS_AWS_SERVICES_OUTPUTS_RUN_ALL: ${{ steps.aws-services.outputs.run_all }}
@@ -239,7 +232,7 @@ jobs:
       - name: Check if Azure files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-azure
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/azure/**
@@ -263,7 +256,7 @@ jobs:
       - name: Check if GCP files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-gcp
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/gcp/**
@@ -287,7 +280,7 @@ jobs:
       - name: Check if Kubernetes files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-kubernetes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/kubernetes/**
@@ -311,7 +304,7 @@ jobs:
       - name: Check if GitHub files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-github
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/github/**
@@ -335,7 +328,7 @@ jobs:
       - name: Check if NHN files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-nhn
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/nhn/**
@@ -359,7 +352,7 @@ jobs:
       - name: Check if M365 files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-m365
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/m365/**
@@ -383,7 +376,7 @@ jobs:
       - name: Check if IaC files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-iac
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/iac/**
@@ -407,7 +400,7 @@ jobs:
       - name: Check if MongoDB Atlas files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-mongodbatlas
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/mongodbatlas/**
@@ -431,7 +424,7 @@ jobs:
       - name: Check if OCI files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-oraclecloud
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/oraclecloud/**
@@ -455,7 +448,7 @@ jobs:
       - name: Check if OpenStack files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-openstack
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/openstack/**
@@ -479,7 +472,7 @@ jobs:
       - name: Check if Google Workspace files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-googleworkspace
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/googleworkspace/**
@@ -503,7 +496,7 @@ jobs:
       - name: Check if Vercel files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-vercel
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/**/vercel/**
@@ -527,7 +520,7 @@ jobs:
       - name: Check if Lib files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-lib
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/lib/**
@@ -551,7 +544,7 @@ jobs:
       - name: Check if Config files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-config
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ./prowler/config/**

.github/workflows/test-impact-analysis.yml

@@ -31,6 +31,8 @@ on:
         description: "Whether there are UI E2E tests to run"
         value: ${{ jobs.analyze.outputs.has-ui-e2e }}
 
+permissions: {}
+
 jobs:
   analyze:
     runs-on: ubuntu-latest
@@ -66,7 +68,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
 
       - name: Setup Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0

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

@@ -13,6 +13,8 @@ env:
   PROWLER_VERSION: ${{ github.event.release.tag_name }}
   BASE_BRANCH: master
 
+permissions: {}
+
 jobs:
   detect-release-type:
     runs-on: ubuntu-latest

.github/workflows/ui-codeql.yml

@@ -26,6 +26,8 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+permissions: {}
+
 jobs:
   ui-analyze:
     if: github.repository == 'prowler-cloud/prowler'

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

@@ -35,6 +35,8 @@ env:
   # Build args
   NEXT_PUBLIC_API_BASE_URL: http://prowler-api:8080/api/v1
 
+permissions: {}
+
 jobs:
   setup:
     if: github.repository == 'prowler-cloud/prowler'
@@ -127,18 +129,18 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build and push UI container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           build-args: |
@@ -172,7 +174,7 @@ jobs:
             production.cloudflare.docker.com:443
 
       - name: Login to DockerHub
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}

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

@@ -18,6 +18,8 @@ env:
   UI_WORKING_DIR: ./ui
   IMAGE_NAME: prowler-ui
 
+permissions: {}
+
 jobs:
   ui-dockerfile-lint:
     if: github.repository == 'prowler-cloud/prowler'
@@ -42,7 +44,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: ui/Dockerfile
 
@@ -89,6 +91,8 @@ jobs:
             mirror.gcr.io:443
             check.trivy.dev:443
             get.trivy.dev:443
+            release-assets.githubusercontent.com:443
+            objects.githubusercontent.com:443
 
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -98,7 +102,7 @@ jobs:
 
       - name: Check for UI changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: ui/**
           files_ignore: |
@@ -108,11 +112,11 @@ jobs:
 
       - name: Set up Docker Buildx
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build UI container for ${{ matrix.arch }}
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
+        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
         with:
           context: ${{ env.UI_WORKING_DIR }}
           target: prod

.github/workflows/ui-e2e-tests-v2.yml

@@ -15,6 +15,8 @@ on:
       - 'ui/**'
       - 'api/**'  # API changes can affect UI E2E
 
+permissions: {}
+
 jobs:
   # First, analyze which tests need to run
   impact-analysis:
@@ -158,21 +160,21 @@ jobs:
           '
 
       - name: Setup Node.js
-        uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
+        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
         with:
           node-version: '24.13.0'
 
       - name: Setup pnpm
-        uses: pnpm/action-setup@41ff72655975bd51cab0327fa583b6e92b6d3061 # v4.2.0
+        uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
         with:
-          version: 10
+          package_json_file: ui/package.json
           run_install: false
 
       - name: Get pnpm store directory
         run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
 
       - name: Setup pnpm and Next.js cache
-        uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
+        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
         with:
           path: |
             ${{ env.STORE_PATH }}
@@ -192,7 +194,7 @@ jobs:
         run: pnpm run build
 
       - name: Cache Playwright browsers
-        uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
+        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
         id: playwright-cache
         with:
           path: ~/.cache/ms-playwright
@@ -259,7 +261,7 @@ jobs:
           fi
 
       - name: Upload test reports
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         if: failure()
         with:
           name: playwright-report

.github/workflows/ui-tests.yml

@@ -18,6 +18,8 @@ env:
   UI_WORKING_DIR: ./ui
   NODE_VERSION: '24.13.0'
 
+permissions: {}
+
 jobs:
   ui-tests:
     runs-on: ubuntu-latest
@@ -49,7 +51,7 @@ jobs:
 
       - name: Check for UI changes
         id: check-changes
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ui/**
@@ -62,7 +64,7 @@ jobs:
       - name: Get changed source files for targeted tests
         id: changed-source
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ui/**/*.ts
@@ -78,7 +80,7 @@ jobs:
       - name: Check for critical path changes (run all tests)
         id: critical-changes
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
         with:
           files: |
             ui/lib/**
@@ -90,15 +92,15 @@ jobs:
 
       - name: Setup Node.js ${{ env.NODE_VERSION }}
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
+        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
         with:
           node-version: ${{ env.NODE_VERSION }}
 
       - name: Setup pnpm
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: pnpm/action-setup@41ff72655975bd51cab0327fa583b6e92b6d3061 # v4.2.0
+        uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
         with:
-          version: 10
+          package_json_file: ui/package.json
           run_install: false
 
       - name: Get pnpm store directory
@@ -108,7 +110,7 @@ jobs:
 
       - name: Setup pnpm and Next.js cache
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
+        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
         with:
           path: |
             ${{ env.STORE_PATH }}

.gitignore

@@ -60,6 +60,7 @@ htmlcov/
 **/mcp-config.json
 **/mcpServers.json
 .mcp/
+.mcp.json
 
 # AI Coding Assistants - Cursor
 .cursorignore
@@ -83,6 +84,7 @@ continue.json
 .continuerc.json
 
 # AI Coding Assistants - OpenCode
+.opencode/
 opencode.json
 
 # AI Coding Assistants - GitHub Copilot

.pre-commit-config.yaml

@@ -70,7 +70,7 @@ repos:
         args: ["--ignore=E266,W503,E203,E501,W605"]
 
   - repo: https://github.com/python-poetry/poetry
-    rev: 2.1.1
+    rev: 2.3.4
     hooks:
       - id: poetry-check
         name: API - poetry-check
@@ -128,7 +128,8 @@ repos:
         # TODO: Botocore needs urllib3 1.X so we need to ignore these vulnerabilities 77744,77745. Remove this once we upgrade to urllib3 2.X
         # TODO: 79023 & 79027 knack ReDoS until `azure-cli-core` (via `cartography`) allows `knack` >=0.13.0
         # TODO: 86217 because `alibabacloud-tea-openapi == 0.4.3` don't let us upgrade `cryptography >= 46.0.0`
-        entry: bash -c 'safety check --ignore 70612,66963,74429,76352,76353,77744,77745,79023,79027,86217'
+        # TODO: 71600 CVE-2024-1135 false positive - fixed in gunicorn 22.0.0, project uses 23.0.0
+        entry: bash -c 'safety check --ignore 70612,66963,74429,76352,76353,77744,77745,79023,79027,86217,71600'
         language: system
 
       - id: vulture

.readthedocs.yaml

@@ -13,7 +13,7 @@ build:
     post_create_environment:
       # Install poetry
       # https://python-poetry.org/docs/#installing-manually
-      - python -m pip install poetry
+      - python -m pip install poetry==2.3.4
     post_install:
       # Install dependencies with 'docs' dependency group
       # https://python-poetry.org/docs/managing-dependencies/#dependency-groups

AGENTS.md

@@ -140,7 +140,7 @@ Prowler is an open-source cloud security assessment tool supporting AWS, Azure,
 
 | Component | Location | Tech Stack |
 |-----------|----------|------------|
-| SDK | `prowler/` | Python 3.10+, Poetry |
+| SDK | `prowler/` | Python 3.10+, Poetry 2.3+ |
 | API | `api/` | Django 5.1, DRF, Celery |
 | UI | `ui/` | Next.js 15, React 19, Tailwind 4 |
 | MCP Server | `mcp_server/` | FastMCP, Python 3.12+ |
@@ -153,12 +153,12 @@ Prowler is an open-source cloud security assessment tool supporting AWS, Azure,
 ```bash
 # Setup
 poetry install --with dev
-poetry run pre-commit install
+poetry run prek install
 
 # Code quality
 poetry run make lint
 poetry run make format
-poetry run pre-commit run --all-files
+poetry run prek run --all-files
 ```
 
 ---

Dockerfile

@@ -68,7 +68,7 @@ ENV HOME='/home/prowler'
 ENV PATH="${HOME}/.local/bin:${PATH}"
 #hadolint ignore=DL3013
 RUN pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir poetry
+    pip install --no-cache-dir poetry==2.3.4
 
 RUN poetry install --compile && \
     rm -rf ~/.cache/pip

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</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.
+  <b><i>Prowler</b> is the Open Cloud Security Platform trusted by thousands to automate security and compliance in any cloud environment. With hundreds of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
 </p>
 <p align="center">
 <b>Secure ANY cloud at AI Speed at <a href="https://prowler.com">prowler.com</i></b>
@@ -41,7 +41,7 @@
 
 # Description
 
-**Prowler** is the world’s most widely used _open-source cloud security platform_ that automates security and compliance across **any cloud environment**. With hundreds of ready-to-use security checks, remediation guidance, and compliance frameworks, Prowler is built to _“Secure ANY cloud at AI Speed”_. Prowler delivers **AI-driven**, **customizable**, and **easy-to-use** assessments, dashboards, reports, and integrations, making cloud security **simple**, **scalable**, and **cost-effective** for organizations of any size.
+**Prowler** is the world’s most widely used _Open-Source Cloud Security Platform_ that automates security and compliance across **any cloud environment**. With hundreds of ready-to-use security checks, remediation guidance, and compliance frameworks, Prowler is built to _“Secure ANY Cloud at AI Speed”_. Prowler delivers **AI-driven**, **customizable**, and **easy-to-use** assessments, dashboards, reports, and integrations, making cloud security **simple**, **scalable**, and **cost-effective** for organizations of any size.
 
 Prowler includes hundreds of built-in controls to ensure compliance with standards and frameworks, including:
 
@@ -246,14 +246,7 @@ Some pre-commit hooks require tools installed on your system:
 
 1. **Install [TruffleHog](https://github.com/trufflesecurity/trufflehog#install)** (secret scanning) — see the [official installation options](https://github.com/trufflesecurity/trufflehog#install).
 
-2. **Install [Safety](https://github.com/pyupio/safety)** (dependency vulnerability checking):
-
-    ```console
-    # Requires a Python environment (e.g. via pyenv)
-    pip install safety
-    ```
-
-3. **Install [Hadolint](https://github.com/hadolint/hadolint#install)** (Dockerfile linting) — see the [official installation options](https://github.com/hadolint/hadolint#install).
+2. **Install [Hadolint](https://github.com/hadolint/hadolint#install)** (Dockerfile linting) — see the [official installation options](https://github.com/hadolint/hadolint#install).
 
 ## Prowler CLI
 ### Pip package
@@ -317,7 +310,10 @@ python prowler-cli.py -v
 - **Prowler SDK**: A Python SDK designed to extend the functionality of the Prowler CLI for advanced capabilities.
 - **Prowler MCP Server**: A Model Context Protocol server that provides AI tools for Lighthouse, the AI-powered security assistant. This is a critical dependency for Lighthouse functionality.
 
-![Prowler App Architecture](docs/products/img/prowler-app-architecture.png)
+![Prowler App Architecture](docs/images/products/prowler-app-architecture.png)
+
+<!-- Diagram source: docs/images/products/prowler-app-architecture.mmd — edit there, re-render at https://mermaid.live, and replace the PNG. -->
+
 
 ## Prowler CLI
 

api/CHANGELOG.md

@@ -2,19 +2,86 @@
 
 All notable changes to the **Prowler API** are documented in this file.
 
-## [1.24.0] (Prowler UNRELEASED)
+## [1.25.3] (Prowler v5.24.3)
 
 ### 🚀 Added
 
-- `VALKEY_SCHEME`, `VALKEY_USERNAME`, and `VALKEY_PASSWORD` environment variables to configure Celery broker TLS/auth connection details for Valkey/ElastiCache [(#10420)](https://github.com/prowler-cloud/prowler/pull/10420)
+- `/overviews/findings`, `/overviews/findings-severity` and `/overviews/services` now reflect newly-muted findings without waiting for the next scan. The post-mute `reaggregate-all-finding-group-summaries` task was extended to re-run the same per-scan pipeline that scan completion runs (`ScanSummary`, `DailySeveritySummary`, `FindingGroupDailySummary`) on the latest scan of every `(provider, day)` pair, keeping the pre-aggregated tables in sync with `Finding.muted` updates [(#10827)](https://github.com/prowler-cloud/prowler/pull/10827)
+
+### 🐞 Fixed
+
+- Finding groups aggregated `status` now treats muted findings as resolved: a group is `FAIL` only while at least one non-muted FAIL remains, otherwise it is `PASS` (including fully-muted groups). The `filter[status]` filter and the `sort=status` ordering share the same semantics, keeping `status` consistent with `fail_count` and the orthogonal `muted` flag [(#10825)](https://github.com/prowler-cloud/prowler/pull/10825)
+- `aggregate_findings` is now idempotent: it deletes the scan's existing `ScanSummary` rows before `bulk_create`, so re-runs (such as the post-mute reaggregation pipeline) no longer violate the `unique_scan_summary` constraint and no longer abort the downstream `DailySeveritySummary` / `FindingGroupDailySummary` recomputation for the affected scan [(#10827)](https://github.com/prowler-cloud/prowler/pull/10827)
+- Attack Paths: Findings on AWS were silently dropped during the Neo4j merge for resources whose Cartography node is keyed by a short identifier (e.g. EC2 instances) rather than the full ARN [(#10839)](https://github.com/prowler-cloud/prowler/pull/10839)
+
+---
+
+## [1.25.2] (Prowler v5.24.2)
 
 ### 🔄 Changed
 
+- Finding groups `/resources` endpoints now materialize the filtered finding IDs into a Python list before filtering `ResourceFindingMapping`, so PostgreSQL switches from a Merge Semi Join that read hundreds of thousands of RFM index entries to a Nested Loop Index Scan over `finding_id`. The `has_mappings.exists()` pre-check is removed, and a request-scoped cache deduplicates the finding-id round-trip across the helpers that build different RFM querysets [(#10816)](https://github.com/prowler-cloud/prowler/pull/10816)
+
+### 🐞 Fixed
+
+- `/finding-groups/latest/<check_id>/resources` now selects the latest completed scan per provider by `-completed_at` (then `-inserted_at`) instead of `-inserted_at`, matching the `/finding-groups/latest` summary path and the daily-summary upsert so overlapping scans no longer produce diverging `delta`/`new_count` between the two endpoints [(#10802)](https://github.com/prowler-cloud/prowler/pull/10802)
+
+---
+
+## [1.25.1] (Prowler v5.24.1)
+
+### 🔄 Changed
+
+- Attack Paths: Restore `SYNC_BATCH_SIZE` and `FINDINGS_BATCH_SIZE` defaults to 1000, upgrade Cartography to 0.135.0, enable Celery queue priority for cleanup task, rewrite Finding insertion, remove AWS graph cleanup and add timing logs [(#10729)](https://github.com/prowler-cloud/prowler/pull/10729)
+
+### 🐞 Fixed
+
+- Finding group resources endpoints now include findings without associated resources (orphaned IaC findings) as simulated resource rows, and return one row per finding when multiple findings share a resource [(#10708)](https://github.com/prowler-cloud/prowler/pull/10708)
+- Attack Paths: Missing `tenant_id` filter while getting related findings after scan completes [(#10722)](https://github.com/prowler-cloud/prowler/pull/10722)
+- Finding group counters `pass_count`, `fail_count` and `manual_count` now exclude muted findings [(#10753)](https://github.com/prowler-cloud/prowler/pull/10753)
+- Silent data loss in `ResourceFindingMapping` bulk insert that left findings orphaned when `INSERT ... ON CONFLICT DO NOTHING` dropped rows without raising; added explicit `unique_fields` [(#10724)](https://github.com/prowler-cloud/prowler/pull/10724)
+
+---
+
+## [1.25.0] (Prowler v5.24.0)
+
+### 🔄 Changed
+
+- Bump Poetry to `2.3.4` in Dockerfile and pre-commit hooks. Regenerate `api/poetry.lock` [(#10681)](https://github.com/prowler-cloud/prowler/pull/10681)
+- Attack Paths: Remove dead `cleanup_findings` no-op and its supporting `prowler_finding_lastupdated` index [(#10684)](https://github.com/prowler-cloud/prowler/pull/10684)
+
+### 🐞 Fixed
+
+- Worker-beat race condition on cold start: replaced `sleep 15` with API service healthcheck dependency (Docker Compose) and init containers (Helm), aligned Gunicorn default port to `8080` [(#10603)](https://github.com/prowler-cloud/prowler/pull/10603)
+- API container startup crash on Linux due to root-owned bind-mount preventing JWT key generation [(#10646)](https://github.com/prowler-cloud/prowler/pull/10646)
+
+### 🔐 Security
+
+- `pytest` from 8.2.2 to 9.0.3 to fix CVE-2025-71176 [(#10678)](https://github.com/prowler-cloud/prowler/pull/10678)
+
+---
+
+## [1.24.0] (Prowler v5.23.0)
+
+### 🚀 Added
+
+- RBAC role lookup filtered by `tenant_id` to prevent cross-tenant privilege leak [(#10491)](https://github.com/prowler-cloud/prowler/pull/10491)
+- `VALKEY_SCHEME`, `VALKEY_USERNAME`, and `VALKEY_PASSWORD` environment variables to configure Celery broker TLS/auth connection details for Valkey/ElastiCache [(#10420)](https://github.com/prowler-cloud/prowler/pull/10420)
+- `Vercel` provider support [(#10190)](https://github.com/prowler-cloud/prowler/pull/10190)
+- Finding groups list and latest endpoints support `sort=delta`, ordering by `new_count` then `changed_count` so groups with the most new findings rank highest [(#10606)](https://github.com/prowler-cloud/prowler/pull/10606)
+- Finding group resources endpoints (`/finding-groups/{check_id}/resources` and `/finding-groups/latest/{check_id}/resources`) now expose `finding_id` per row, pointing to the most recent matching Finding for each resource. UUIDv7 ordering guarantees `Max(finding__id)` resolves to the latest snapshot [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
+- Handle CIS and CISA SCuBA compliance framework from google workspace [(#10629)](https://github.com/prowler-cloud/prowler/pull/10629)
+- Sort support for all finding group counter fields: `pass_muted_count`, `fail_muted_count`, `manual_muted_count`, and all `new_*`/`changed_*` status-mute breakdown counters [(#10655)](https://github.com/prowler-cloud/prowler/pull/10655)
+
+### 🔄 Changed
+
+- Finding groups list/latest/resources now expose `status` ∈ `{FAIL, PASS, MANUAL}` and `muted: bool` as orthogonal fields. The aggregated `status` reflects the underlying check outcome regardless of mute state, and `muted=true` signals that every finding in the group/resource is muted. New `manual_count` is exposed alongside `pass_count`/`fail_count`, plus `pass_muted_count`/`fail_muted_count`/`manual_muted_count` siblings so clients can isolate the muted half of each status. The `new_*`/`changed_*` deltas are now broken down by status and mute state via 12 new counters (`new_fail_count`, `new_fail_muted_count`, `new_pass_count`, `new_pass_muted_count`, `new_manual_count`, `new_manual_muted_count` and the matching `changed_*` set). New `filter[muted]=true|false` and `sort=status` (FAIL > PASS > MANUAL) / `sort=muted` are supported. `filter[status]=MUTED` is no longer accepted [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
 - Attack Paths: Periodic cleanup of stale scans with dead-worker detection via Celery inspect, marking orphaned `EXECUTING` scans as `FAILED` and recovering `graph_data_ready` [(#10387)](https://github.com/prowler-cloud/prowler/pull/10387)
 - Attack Paths: Replace `_provider_id` property with `_Provider_{uuid}` label for provider isolation, add regex-based label injection for custom queries [(#10402)](https://github.com/prowler-cloud/prowler/pull/10402)
 
 ### 🐞 Fixed
 
+- `reaggregate_all_finding_group_summaries_task` now refreshes finding group daily summaries for every `(provider, day)` combination instead of only the latest scan per provider, matching the unbounded scope of `mute_historical_findings_task`. Mute rule operations no longer leave older daily summaries drifting from the underlying muted findings [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
 - Finding groups list/latest now apply computed status/severity filters and finding-level prefilters (delta, region, service, category, resource group, scan, resource type), plus `check_title` support for sort/filter consistency [(#10428)](https://github.com/prowler-cloud/prowler/pull/10428)
 - Populate compliance data inside `check_metadata` for findings, which was always returned as `null` [(#10449)](https://github.com/prowler-cloud/prowler/pull/10449)
 - 403 error for admin users listing tenants due to roles query not using the admin database connection [(#10460)](https://github.com/prowler-cloud/prowler/pull/10460)
@@ -24,10 +91,15 @@ All notable changes to the **Prowler API** are documented in this file.
 - Finding groups `check_title__icontains` resolution, `name__icontains` resource filter and `resource_group` field in `/resources` response [(#10486)](https://github.com/prowler-cloud/prowler/pull/10486)
 - Membership `post_delete` signal using raw FK ids to avoid `DoesNotExist` during cascade deletions [(#10497)](https://github.com/prowler-cloud/prowler/pull/10497)
 - Finding group resources endpoints returning false 404 when filters match no results, and `sort` parameter being ignored [(#10510)](https://github.com/prowler-cloud/prowler/pull/10510)
+- Jira integration failing with `JiraInvalidIssueTypeError` on non-English Jira instances due to hardcoded `"Task"` issue type; now dynamically fetches available issue types per project [(#10534)](https://github.com/prowler-cloud/prowler/pull/10534)
+- Finding group `first_seen_at` now reflects when a new finding appeared in the scan instead of the oldest carry-forward date across all unchanged findings [(#10595)](https://github.com/prowler-cloud/prowler/pull/10595)
+- Attack Paths: Remove `clear_cache` call from read-only query endpoints; cache clearing belongs to the scan/ingestion flow, not API queries [(#10586)](https://github.com/prowler-cloud/prowler/pull/10586)
 
 ### 🔐 Security
 
 - Pin all unpinned dependencies to exact versions to prevent supply chain attacks and ensure reproducible builds [(#10469)](https://github.com/prowler-cloud/prowler/pull/10469)
+- `authlib` bumped from 1.6.6 to 1.6.9 to fix CVE-2026-28802 (JWT `alg: none` validation bypass) [(#10579)](https://github.com/prowler-cloud/prowler/pull/10579)
+- `aiohttp` bumped from 3.13.3 to 3.13.5 to fix CVE-2026-34520 (the C parser accepted null bytes and control characters in response headers) [(#10538)](https://github.com/prowler-cloud/prowler/pull/10538)
 
 ---
 

api/Dockerfile

@@ -71,7 +71,7 @@ RUN mkdir -p /tmp/prowler_api_output
 COPY pyproject.toml ./
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir poetry
+    pip install --no-cache-dir poetry==2.3.4
 
 ENV PATH="/home/prowler/.local/bin:$PATH"
 

api/docker-entrypoint.sh

@@ -56,7 +56,6 @@ start_worker() {
 
 start_worker_beat() {
   echo "Starting the worker-beat..."
-  sleep 15
   poetry run python -m celery -A config.celery beat -l "${DJANGO_LOGGING_LEVEL:-info}" --scheduler django_celery_beat.schedulers:DatabaseScheduler
 }
 

api/poetry.lock

@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "about-time"
@@ -103,132 +103,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -682,21 +682,21 @@ requests = ">=2.21.0,<3.0.0"
 
 [[package]]
 name = "alibabacloud-tea-openapi"
-version = "0.4.1"
+version = "0.4.4"
 description = "Alibaba Cloud openapi SDK Library for Python"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "alibabacloud_tea_openapi-0.4.1-py3-none-any.whl", hash = "sha256:e46bfa3ca34086d2c357d217a0b7284ecbd4b3bab5c88e075e73aec637b0e4a0"},
-    {file = "alibabacloud_tea_openapi-0.4.1.tar.gz", hash = "sha256:2384b090870fdb089c3c40f3fb8cf0145b8c7d6c14abbac521f86a01abb5edaf"},
+    {file = "alibabacloud_tea_openapi-0.4.4-py3-none-any.whl", hash = "sha256:cea6bc1fe35b0319a8752cb99eb0ecb0dab7ca1a71b99c12970ba0867410995f"},
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 ]
 
 [package.dependencies]
 alibabacloud-credentials = ">=1.0.2,<2.0.0"
 alibabacloud-gateway-spi = ">=0.0.2,<1.0.0"
 alibabacloud-tea-util = ">=0.3.13,<1.0.0"
-cryptography = ">=3.0.0,<45.0.0"
+cryptography = {version = ">=3.0.0,<47.0.0", markers = "python_version >= \"3.8\""}
 darabonba-core = ">=1.0.3,<2.0.0"
 
 [[package]]
@@ -943,14 +943,14 @@ files = [
 
 [[package]]
 name = "authlib"
-version = "1.6.6"
+version = "1.6.9"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "authlib-1.6.6-py2.py3-none-any.whl", hash = "sha256:7d9e9bc535c13974313a87f53e8430eb6ea3d1cf6ae4f6efcd793f2e949143fd"},
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+    {file = "authlib-1.6.9.tar.gz", hash = "sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04"},
 ]
 
 [package.dependencies]
@@ -1526,19 +1526,19 @@ typing-extensions = ">=4.6.0"
 
 [[package]]
 name = "azure-mgmt-resource"
-version = "23.3.0"
+version = "24.0.0"
 description = "Microsoft Azure Resource Management Client Library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "azure_mgmt_resource-24.0.0-py3-none-any.whl", hash = "sha256:27b32cd223e2784269f5a0db3c282042886ee4072d79cedc638438ece7cd0df4"},
+    {file = "azure_mgmt_resource-24.0.0.tar.gz", hash = "sha256:cf6b8995fcdd407ac9ff1dd474087129429a1d90dbb1ac77f97c19b96237b265"},
 ]
 
 [package.dependencies]
 azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
+azure-mgmt-core = ">=1.5.0"
 isodate = ">=0.6.1"
 typing-extensions = ">=4.6.0"
 
@@ -1822,19 +1822,19 @@ crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "cartography"
-version = "0.132.0"
+version = "0.135.0"
 description = "Explore assets and their relationships across your technical infrastructure."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "cartography-0.135.0.tar.gz", hash = "sha256:3f500cd22c3b392d00e8b49f62acc95fd4dcd559ce514aafe2eb8101133c7a49"},
 ]
 
 [package.dependencies]
 adal = ">=1.2.4"
-aioboto3 = ">=13.0.0"
+aioboto3 = ">=15.0.0"
 azure-cli-core = ">=2.26.0"
 azure-identity = ">=1.5.0"
 azure-keyvault-certificates = ">=4.0.0"
@@ -1852,9 +1852,9 @@ azure-mgmt-keyvault = ">=10.0.0"
 azure-mgmt-logic = ">=10.0.0"
 azure-mgmt-monitor = ">=3.0.0"
 azure-mgmt-network = ">=25.0.0"
-azure-mgmt-resource = ">=10.2.0,<25.0.0"
+azure-mgmt-resource = ">=24.0.0,<25"
 azure-mgmt-security = ">=5.0.0"
-azure-mgmt-sql = ">=3.0.1,<4"
+azure-mgmt-sql = ">=3.0.1"
 azure-mgmt-storage = ">=16.0.0"
 azure-mgmt-synapse = ">=2.0.0"
 azure-mgmt-web = ">=7.0.0"
@@ -1862,38 +1862,39 @@ azure-synapse-artifacts = ">=0.17.0"
 backoff = ">=2.1.2"
 boto3 = ">=1.15.1"
 botocore = ">=1.18.1"
-cloudflare = ">=4.1.0,<5.0.0"
+cloudflare = ">=4.1.0"
 crowdstrike-falconpy = ">=0.5.1"
-cryptography = "*"
-dnspython = ">=1.15.0"
-duo-client = "*"
-google-api-python-client = ">=1.7.8"
+cryptography = ">=45.0.0"
+dnspython = ">=2.0.0"
+duo-client = ">=5.5.0"
+google-api-python-client = ">=2.0.0"
 google-auth = ">=2.37.0"
 google-cloud-asset = ">=1.0.0"
 google-cloud-resource-manager = ">=1.14.2"
 httpx = ">=0.24.0"
 kubernetes = ">=22.6.0"
-marshmallow = ">=3.0.0rc7"
-msgraph-sdk = "*"
+marshmallow = ">=4.0.0"
+msgraph-sdk = ">=1.53.0"
 msrestazure = ">=0.6.4"
 neo4j = ">=6.0.0"
 oci = ">=2.71.0"
 okta = "<1.0.0"
-packageurl-python = "*"
-packaging = "*"
+packageurl-python = ">=0.17.0"
+packaging = ">=26.0.0"
 pagerduty = ">=4.0.1"
 policyuniverse = ">=1.1.0.0"
 PyJWT = {version = ">=2.0.0", extras = ["crypto"]}
-python-dateutil = "*"
+python-dateutil = ">=2.9.0"
 python-digitalocean = ">=1.16.0"
 pyyaml = ">=5.3.1"
 requests = ">=2.22.0"
 scaleway = ">=2.10.0"
 slack-sdk = ">=3.37.0"
-statsd = "*"
+statsd = ">=4.0.0"
 typer = ">=0.9.0"
-types-aiobotocore-ecr = "*"
-xmltodict = "*"
+types-aiobotocore-ecr = ">=3.1.0"
+workos = ">=5.44.0"
+xmltodict = ">=1.0.0"
 
 [[package]]
 name = "celery"
@@ -2503,62 +2504,74 @@ dev = ["bandit", "coverage", "flake8", "pydocstyle", "pylint", "pytest", "pytest
 
 [[package]]
 name = "cryptography"
-version = "44.0.3"
+version = "46.0.6"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
-python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+python-versions = "!=3.9.0,!=3.9.1,>=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
-cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=2.0.0", markers = "python_full_version >= \"3.9.0\" and platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
+docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
-pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox[uv] (>=2024.4.15)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.14)", "ruff (>=0.11.11)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==44.0.3)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==46.0.6)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -2961,7 +2974,7 @@ files = [
 [package.dependencies]
 autopep8 = "*"
 Django = ">=4.2"
-gprof2dot = ">=2017.9.19"
+gprof2dot = ">=2017.09.19"
 sqlparse = "*"
 
 [[package]]
@@ -3740,19 +3753,19 @@ urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-auth-httplib2"
-version = "0.2.1"
+version = "0.2.0"
 description = "Google Authentication Library: httplib2 transport"
 optional = false
-python-versions = ">=3.7"
+python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "google_auth_httplib2-0.2.1-py3-none-any.whl", hash = "sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b"},
-    {file = "google_auth_httplib2-0.2.1.tar.gz", hash = "sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de"},
+    {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"},
+    {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"},
 ]
 
 [package.dependencies]
-google-auth = ">=1.32.0,<3.0.0"
-httplib2 = ">=0.19.0,<1.0.0"
+google-auth = "*"
+httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-access-context-manager"
@@ -4569,7 +4582,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.3.6"
+jsonschema-specifications = ">=2023.03.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -4777,7 +4790,7 @@ librabbitmq = ["librabbitmq (>=2.0.0) ; python_version < \"3.11\""]
 mongodb = ["pymongo (==4.15.3)"]
 msgpack = ["msgpack (==1.1.2)"]
 pyro = ["pyro4 (==4.82)"]
-qpid = ["qpid-python (==1.36.0.post1)", "qpid-tools (==1.36.0.post1)"]
+qpid = ["qpid-python (==1.36.0-1)", "qpid-tools (==1.36.0-1)"]
 redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2,<6.5)"]
 slmq = ["softlayer_messaging (>=1.0.3)"]
 sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
@@ -4798,7 +4811,7 @@ files = [
 ]
 
 [package.dependencies]
-certifi = ">=14.5.14"
+certifi = ">=14.05.14"
 durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
@@ -5181,24 +5194,16 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.26.2"
+version = "4.3.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
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-    {file = "marshmallow-3.26.2.tar.gz", hash = "sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57"},
+    {file = "marshmallow-4.3.0-py3-none-any.whl", hash = "sha256:46c4fe6984707e3cbd485dfebbf0a59874f58d695aad05c1668d15e8c6e13b46"},
+    {file = "marshmallow-4.3.0.tar.gz", hash = "sha256:fb43c53b3fe240b8f6af37223d6ef1636f927ad9bea8ab323afad95dff090880"},
 ]
 
-[package.dependencies]
-packaging = ">=17.0"
-
-[package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
-docs = ["autodocsumm (==0.2.14)", "furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
-tests = ["pytest", "simplejson"]
-
 [[package]]
 name = "matplotlib"
 version = "3.10.8"
@@ -5492,14 +5497,14 @@ dev = ["bumpver", "isort", "mypy", "pylint", "pytest", "yapf"]
 
 [[package]]
 name = "msgraph-sdk"
-version = "1.23.0"
+version = "1.55.0"
 description = "The Microsoft Graph Python SDK"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "msgraph_sdk-1.23.0-py3-none-any.whl", hash = "sha256:58e0047b4ca59fd82022c02cd73fec0170a3d84f3b76721e3db2a0314df9a58a"},
-    {file = "msgraph_sdk-1.23.0.tar.gz", hash = "sha256:6dd1ba9a46f5f0ce8599fd9610133adbd9d1493941438b5d3632fce9e55ed607"},
+    {file = "msgraph_sdk-1.55.0-py3-none-any.whl", hash = "sha256:c8e68ebc4b88af5111de312e7fa910a4e76ddf48a4534feadb1fb8a411c48cfc"},
+    {file = "msgraph_sdk-1.55.0.tar.gz", hash = "sha256:6df691a31954a050d26b8a678968017e157d940fb377f2a8a4e17a9741b98756"},
 ]
 
 [package.dependencies]
@@ -5925,23 +5930,24 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "oci"
-version = "2.160.3"
+version = "2.169.0"
 description = "Oracle Cloud Infrastructure Python SDK"
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "oci-2.160.3-py3-none-any.whl", hash = "sha256:858bff3e697098bdda44833d2476bfb4632126f0182178e7dbde4dbd156d71f0"},
-    {file = "oci-2.160.3.tar.gz", hash = "sha256:57514889be3b713a8385d86e3ba8a33cf46e3563c2a7e29a93027fb30b8a2537"},
+    {file = "oci-2.169.0-py3-none-any.whl", hash = "sha256:c71bb5143f307791082b3e33cc1545c2490a518cfed85ab1948ef5107c36d30b"},
+    {file = "oci-2.169.0.tar.gz", hash = "sha256:f3c5fff00b01783b5325ea7b13bf140053ec1e9f41da20bfb9c8a349ee7662fa"},
 ]
 
 [package.dependencies]
 certifi = "*"
 circuitbreaker = {version = ">=1.3.1,<3.0.0", markers = "python_version >= \"3.7\""}
-cryptography = ">=3.2.1,<46.0.0"
-pyOpenSSL = ">=17.5.0,<25.0.0"
+cryptography = ">=3.2.1,<47.0.0"
+pyOpenSSL = ">=17.5.0,<27.0.0"
 python-dateutil = ">=2.5.3,<3.0.0"
 pytz = ">=2016.10"
+urllib3 = {version = ">=2.6.3", markers = "python_version >= \"3.10.0\""}
 
 [package.extras]
 adk = ["docstring-parser (>=0.16) ; python_version >= \"3.10\" and python_version < \"4\"", "mcp (>=1.6.0) ; python_version >= \"3.10\" and python_version < \"4\"", "pydantic (>=2.10.6) ; python_version >= \"3.10\" and python_version < \"4\"", "rich (>=13.9.4) ; python_version >= \"3.10\" and python_version < \"4\""]
@@ -6445,6 +6451,33 @@ docs = ["sphinx (>=1.7.1)"]
 redis = ["redis"]
 tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
 
+[[package]]
+name = "prek"
+version = "0.3.9"
+description = "A Git hook manager written in Rust, designed as a drop-in alternative to pre-commit."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "prek-0.3.9-py3-none-linux_armv6l.whl", hash = "sha256:3ed793d51bfaa27bddb64d525d7acb77a7c8644f549412d82252e3eb0b88aad8"},
+    {file = "prek-0.3.9-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:399c58400c0bd0b82a93a3c09dc1bfd88d8d0cfb242d414d2ed247187b06ead1"},
+    {file = "prek-0.3.9-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e2ea1ffb124e92f081b8e2ca5b5a623a733efb3be0c5b1f4b7ffe2ee17d1f20c"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:aaf639f95b7301639298311d8d44aad0d0b4864e9736083ad3c71ce9765d37ab"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ff104863b187fa443ea8451ca55d51e2c6e94f99f00d88784b5c3c4c623f1ebe"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:039ecaf87c63a3e67cca645ebd5bc5eb6aafa6c9d929e9a27b2921e7849d7ef9"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3bde2a3d045705095983c7f78ba04f72a7565fe1c2b4e85f5628502a254754ff"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28a0960a21543563e2c8e19aaad176cc8423a87aac3c914d0f313030d7a9244a"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:0dfb5d5171d7523271909246ee306b4dc3d5b63752e7dd7c7e8a8908fc9490d1"},
+    {file = "prek-0.3.9-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:82b791bd36c1430c84d3ae7220a85152babc7eaf00f70adcb961bd594e756ba3"},
+    {file = "prek-0.3.9-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:6eac6d2f736b041118f053a1487abed468a70dd85a8688eaf87bb42d3dcecf20"},
+    {file = "prek-0.3.9-py3-none-musllinux_1_1_i686.whl", hash = "sha256:5517e46e761367a3759b3168eabc120840ffbca9dfbc53187167298a98f87dc4"},
+    {file = "prek-0.3.9-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:92024778cf78683ca32687bb249ab6a7d5c33887b5ee1d1a9f6d0c14228f4cf3"},
+    {file = "prek-0.3.9-py3-none-win32.whl", hash = "sha256:7f89c55e5f480f5d073769e319924ad69d4bf9f98c5cb46a83082e26e634c958"},
+    {file = "prek-0.3.9-py3-none-win_amd64.whl", hash = "sha256:7722f3372eaa83b147e70a43cb7b9fe2128c13d0c78d8a1cdbf2a8ec2ee071eb"},
+    {file = "prek-0.3.9-py3-none-win_arm64.whl", hash = "sha256:0bced6278d6cc8a4b46048979e36bc9da034611dc8facd77ab123177b833a929"},
+    {file = "prek-0.3.9.tar.gz", hash = "sha256:f82b92d81f42f1f90a47f5fbbf492373e25ef1f790080215b2722dd6da66510e"},
+]
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.52"
@@ -6632,7 +6665,7 @@ files = [
 
 [[package]]
 name = "prowler"
-version = "5.23.0"
+version = "5.24.0"
 description = "Prowler is an Open Source security tool to perform AWS, GCP and Azure security best practices assessments, audits, incident response, continuous monitoring, hardening and forensics readiness. 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."
 optional = false
 python-versions = ">=3.10,<3.13"
@@ -6652,7 +6685,7 @@ alibabacloud-rds20140815 = "12.0.0"
 alibabacloud_sas20181203 = "6.1.0"
 alibabacloud-sls20201230 = "5.9.0"
 alibabacloud_sts20150401 = "1.1.6"
-alibabacloud_tea_openapi = "0.4.1"
+alibabacloud_tea_openapi = "0.4.4"
 alibabacloud_vpc20160428 = "6.13.0"
 alive-progress = "3.3.0"
 awsipranges = "0.3.3"
@@ -6674,7 +6707,7 @@ azure-mgmt-postgresqlflexibleservers = "1.1.0"
 azure-mgmt-rdbms = "10.1.0"
 azure-mgmt-recoveryservices = "3.1.0"
 azure-mgmt-recoveryservicesbackup = "9.2.0"
-azure-mgmt-resource = "23.3.0"
+azure-mgmt-resource = "24.0.0"
 azure-mgmt-search = "9.1.0"
 azure-mgmt-security = "7.0.0"
 azure-mgmt-sql = "3.0.1"
@@ -6687,29 +6720,29 @@ boto3 = "1.40.61"
 botocore = "1.40.61"
 cloudflare = "4.3.1"
 colorama = "0.4.6"
-cryptography = "44.0.3"
+cryptography = "46.0.6"
 dash = "3.1.1"
 dash-bootstrap-components = "2.0.3"
-defusedxml = ">=0.7.1"
+defusedxml = "0.7.1"
 detect-secrets = "1.5.0"
 dulwich = "0.23.0"
 google-api-python-client = "2.163.0"
-google-auth-httplib2 = ">=0.1,<0.3"
+google-auth-httplib2 = "0.2.0"
 h2 = "4.3.0"
 jsonschema = "4.23.0"
 kubernetes = "32.0.1"
 markdown = "3.10.2"
 microsoft-kiota-abstractions = "1.9.2"
-msgraph-sdk = "1.23.0"
+msgraph-sdk = "1.55.0"
 numpy = "2.0.2"
-oci = "2.160.3"
+oci = "2.169.0"
 openstacksdk = "4.2.0"
 pandas = "2.2.3"
 py-iam-expand = "0.1.0"
 py-ocsf-models = "0.8.1"
-pydantic = ">=2.0,<3.0"
+pydantic = "2.12.5"
 pygithub = "2.8.0"
-python-dateutil = ">=2.9.0.post0,<3.0.0"
+python-dateutil = "2.9.0.post0"
 pytz = "2025.1"
 schema = "0.7.5"
 shodan = "1.31.0"
@@ -6721,8 +6754,8 @@ uuid6 = "2024.7.10"
 [package.source]
 type = "git"
 url = "https://github.com/prowler-cloud/prowler.git"
-reference = "master"
-resolved_reference = "2ddd5b3091bcdd8c7d44aba73b13c5c6f8f99e35"
+reference = "v5.24"
+resolved_reference = "ba5b23245f4805f46d67e67fc059aefd6831f7b3"
 
 [[package]]
 name = "psutil"
@@ -6887,14 +6920,14 @@ pydantic = ">=2.12.0,<3.0.0"
 
 [[package]]
 name = "pyasn1"
-version = "0.6.2"
+version = "0.6.3"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pyasn1-0.6.2-py3-none-any.whl", hash = "sha256:1eb26d860996a18e9b6ed05e7aae0e9fc21619fcee6af91cca9bad4fbea224bf"},
-    {file = "pyasn1-0.6.2.tar.gz", hash = "sha256:9b59a2b25ba7e4f8197db7686c09fb33e658b98339fadb826e9512629017833b"},
+    {file = "pyasn1-0.6.3-py3-none-any.whl", hash = "sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde"},
+    {file = "pyasn1-0.6.3.tar.gz", hash = "sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf"},
 ]
 
 [[package]]
@@ -7114,14 +7147,14 @@ urllib3 = ">=1.26.0"
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
-    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+    {file = "pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176"},
+    {file = "pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f"},
 ]
 
 [package.extras]
@@ -7129,14 +7162,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.11.0"
+version = "2.12.1"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pyjwt-2.11.0-py3-none-any.whl", hash = "sha256:94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469"},
-    {file = "pyjwt-2.11.0.tar.gz", hash = "sha256:35f95c1f0fbe5d5ba6e43f00271c275f7a1a4db1dab27bf708073b75318ea623"},
+    {file = "pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c"},
+    {file = "pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b"},
 ]
 
 [package.dependencies]
@@ -7161,7 +7194,7 @@ files = [
 ]
 
 [package.dependencies]
-astroid = ">=3.2.2,<=3.3.0.dev0"
+astroid = ">=3.2.2,<=3.3.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
@@ -7183,7 +7216,7 @@ description = "The MSALRuntime Python Interop Package"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "(platform_system == \"Windows\" or platform_system == \"Darwin\" or platform_system == \"Linux\") and sys_platform == \"win32\""
+markers = "sys_platform == \"win32\" and (platform_system == \"Windows\" or platform_system == \"Darwin\" or platform_system == \"Linux\")"
 files = [
     {file = "pymsalruntime-0.18.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:0c22e2e83faa10de422bbfaacc1bb2887c9025ee8a53f0fc2e4f7db01c4a7b66"},
     {file = "pymsalruntime-0.18.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:8ce2944a0f944833d047bb121396091e00287e2b6373716106da86ea99abf379"},
@@ -7261,18 +7294,19 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=7.4.0)", "pytest-cov (>=2.10.1)", "
 
 [[package]]
 name = "pyopenssl"
-version = "24.3.0"
+version = "26.0.0"
 description = "Python wrapper module around the OpenSSL library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pyOpenSSL-24.3.0-py3-none-any.whl", hash = "sha256:e474f5a473cd7f92221cc04976e48f4d11502804657a08a989fb3be5514c904a"},
-    {file = "pyopenssl-24.3.0.tar.gz", hash = "sha256:49f7a019577d834746bc55c5fce6ecbcec0f2b4ec5ce1cf43a9a173b8138bb36"},
+    {file = "pyopenssl-26.0.0-py3-none-any.whl", hash = "sha256:df94d28498848b98cc1c0ffb8ef1e71e40210d3b0a8064c9d29571ed2904bf81"},
+    {file = "pyopenssl-26.0.0.tar.gz", hash = "sha256:f293934e52936f2e3413b89c6ce36df66a0b34ae1ea3a053b8c5020ff2f513fc"},
 ]
 
 [package.dependencies]
-cryptography = ">=41.0.5,<45"
+cryptography = ">=46.0.0,<47"
+typing-extensions = {version = ">=4.9", markers = "python_version < \"3.13\" and python_version >= \"3.8\""}
 
 [package.extras]
 docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx_rtd_theme"]
@@ -7324,24 +7358,25 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "9.0.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
-    {file = "pytest-8.2.2-py3-none-any.whl", hash = "sha256:c434598117762e2bd304e526244f67bf66bbd7b5d6cf22138be51ff661980343"},
-    {file = "pytest-8.2.2.tar.gz", hash = "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"},
+    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
+    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-iniconfig = "*"
-packaging = "*"
-pluggy = ">=1.5,<2.0"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1.0.1"
+packaging = ">=22"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-celery"
@@ -8174,10 +8209,10 @@ files = [
 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "safety"
@@ -8779,6 +8814,23 @@ markupsafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
+[[package]]
+name = "workos"
+version = "6.0.4"
+description = "WorkOS Python Client"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "workos-6.0.4-py3-none-any.whl", hash = "sha256:548668b3702673536f853ba72a7b5bbbc269e467aaf9ac4f477b6e0177df5e21"},
+    {file = "workos-6.0.4.tar.gz", hash = "sha256:b0bfe8fd212b8567422c4ea3732eb33608794033eb3a69900c6b04db183c32d6"},
+]
+
+[package.dependencies]
+cryptography = ">=46.0,<47.0"
+httpx = ">=0.28,<1.0"
+pyjwt = ">=2.12,<3.0"
+
 [[package]]
 name = "wrapt"
 version = "1.17.3"
@@ -9372,4 +9424,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "167d4549788b8bc8bb7772b9a81ade1eab73d8f354251a8d6af4901223cc7f67"
+content-hash = "5781e74b0692aed541fe445d6713d2dfd792bb226789501420aac4a8cb45aa2a"

api/pyproject.toml

@@ -25,7 +25,7 @@ dependencies = [
   "defusedxml==0.7.1",
   "gunicorn==23.0.0",
   "lxml==5.3.2",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@v5.24",
   "psycopg2-binary==2.9.9",
   "pytest-celery[redis] (==1.3.0)",
   "sentry-sdk[django] (==2.56.0)",
@@ -38,7 +38,7 @@ dependencies = [
   "matplotlib (==3.10.8)",
   "reportlab (==4.4.10)",
   "neo4j (==6.1.0)",
-  "cartography (==0.132.0)",
+  "cartography (==0.135.0)",
   "gevent (==25.9.1)",
   "werkzeug (==3.1.7)",
   "sqlparse (==0.5.5)",
@@ -50,7 +50,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.24.0"
+version = "1.25.3"
 
 [project.scripts]
 celery = "src.backend.config.settings.celery"
@@ -62,10 +62,9 @@ django-silk = "5.3.2"
 docker = "7.1.0"
 filelock = "3.20.3"
 freezegun = "1.5.1"
-marshmallow = "==3.26.2"
 mypy = "1.10.1"
 pylint = "3.2.5"
-pytest = "8.2.2"
+pytest = "9.0.3"
 pytest-cov = "5.0.0"
 pytest-django = "4.8.0"
 pytest-env = "1.1.3"
@@ -75,3 +74,4 @@ ruff = "0.5.0"
 safety = "3.7.0"
 tqdm = "4.67.1"
 vulture = "2.14"
+prek = "0.3.9"

api/src/backend/api/base_views.py

@@ -1,10 +1,10 @@
 from django.conf import settings
-from django.core.exceptions import ObjectDoesNotExist
 from django.db import transaction
 from rest_framework import permissions
 from rest_framework.exceptions import NotAuthenticated
 from rest_framework.filters import SearchFilter
 from rest_framework.permissions import SAFE_METHODS
+from rest_framework.response import Response
 from rest_framework_json_api import filters
 from rest_framework_json_api.views import ModelViewSet
 
@@ -12,7 +12,7 @@ from api.authentication import CombinedJWTOrAPIKeyAuthentication
 from api.db_router import MainRouter, reset_read_db_alias, set_read_db_alias
 from api.db_utils import POSTGRES_USER_VAR, rls_transaction
 from api.filters import CustomDjangoFilterBackend
-from api.models import Role, Tenant
+from api.models import Role, UserRoleRelationship
 from api.rbac.permissions import HasPermissions
 
 
@@ -113,27 +113,22 @@ class BaseTenantViewset(BaseViewSet):
             if request is not None:
                 request.db_alias = self.db_alias
 
-            with transaction.atomic(using=self.db_alias):
-                tenant = super().dispatch(request, *args, **kwargs)
-
-            try:
-                # If the request is a POST, create the admin role
-                if request.method == "POST":
-                    isinstance(tenant, dict) and self._create_admin_role(
-                        tenant.data["id"]
-                    )
-            except Exception as e:
-                self._handle_creation_error(e, tenant)
-                raise
-
-            return tenant
+            if request.method == "POST":
+                with transaction.atomic(using=MainRouter.admin_db):
+                    tenant = super().dispatch(request, *args, **kwargs)
+                    if isinstance(tenant, Response) and tenant.status_code == 201:
+                        self._create_admin_role(tenant.data["id"])
+                    return tenant
+            else:
+                with transaction.atomic(using=self.db_alias):
+                    return super().dispatch(request, *args, **kwargs)
         finally:
             if alias_token is not None:
                 reset_read_db_alias(alias_token)
             self.db_alias = MainRouter.default_db
 
     def _create_admin_role(self, tenant_id):
-        Role.objects.using(MainRouter.admin_db).create(
+        admin_role = Role.objects.using(MainRouter.admin_db).create(
             name="admin",
             tenant_id=tenant_id,
             manage_users=True,
@@ -144,15 +139,11 @@ class BaseTenantViewset(BaseViewSet):
             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
+        UserRoleRelationship.objects.using(MainRouter.admin_db).create(
+            user=self.request.user,
+            role=admin_role,
+            tenant_id=tenant_id,
+        )
 
     def initial(self, request, *args, **kwargs):
         if request.auth is None:

api/src/backend/api/filters.py

@@ -434,6 +434,7 @@ class ScanFilter(ProviderRelationshipFilterSet):
     class Meta:
         model = Scan
         fields = {
+            "id": ["exact", "in"],
             "provider": ["exact", "in"],
             "name": ["exact", "icontains"],
             "started_at": ["gte", "lte"],
@@ -1114,13 +1115,14 @@ class FindingGroupAggregatedComputedFilter(FilterSet):
     STATUS_CHOICES = (
         ("FAIL", "Fail"),
         ("PASS", "Pass"),
-        ("MUTED", "Muted"),
+        ("MANUAL", "Manual"),
     )
 
     status = ChoiceFilter(method="filter_status", choices=STATUS_CHOICES)
     status__in = CharInFilter(method="filter_status_in", lookup_expr="in")
     severity = ChoiceFilter(method="filter_severity", choices=SeverityChoices)
     severity__in = CharInFilter(method="filter_severity_in", lookup_expr="in")
+    muted = BooleanFilter(field_name="muted")
     include_muted = BooleanFilter(method="filter_include_muted")
 
     def filter_status(self, queryset, name, value):
@@ -1197,7 +1199,7 @@ class FindingGroupAggregatedComputedFilter(FilterSet):
         if value is True:
             return queryset
         # include_muted=false: exclude fully-muted groups
-        return queryset.exclude(fail_count=0, pass_count=0, muted_count__gt=0)
+        return queryset.exclude(muted=True)
 
 
 class ProviderSecretFilter(FilterSet):

api/src/backend/api/migrations/0087_vercel_provider.py

@@ -0,0 +1,40 @@
+from django.db import migrations
+
+import api.db_utils
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0086_attack_paths_cleanup_periodic_task"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="provider",
+            name="provider",
+            field=api.db_utils.ProviderEnumField(
+                choices=[
+                    ("aws", "AWS"),
+                    ("azure", "Azure"),
+                    ("gcp", "GCP"),
+                    ("kubernetes", "Kubernetes"),
+                    ("m365", "M365"),
+                    ("github", "GitHub"),
+                    ("mongodbatlas", "MongoDB Atlas"),
+                    ("iac", "IaC"),
+                    ("oraclecloud", "Oracle Cloud Infrastructure"),
+                    ("alibabacloud", "Alibaba Cloud"),
+                    ("cloudflare", "Cloudflare"),
+                    ("openstack", "OpenStack"),
+                    ("image", "Image"),
+                    ("googleworkspace", "Google Workspace"),
+                    ("vercel", "Vercel"),
+                ],
+                default="aws",
+            ),
+        ),
+        migrations.RunSQL(
+            "ALTER TYPE provider ADD VALUE IF NOT EXISTS 'vercel';",
+            reverse_sql=migrations.RunSQL.noop,
+        ),
+    ]

api/src/backend/api/migrations/0088_finding_group_status_muted_fields.py

@@ -0,0 +1,95 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0087_vercel_provider"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="manual_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="pass_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="fail_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="manual_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="muted",
+            field=models.BooleanField(default=False),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_fail_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_fail_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_pass_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_pass_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_manual_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="new_manual_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_fail_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_fail_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_pass_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_pass_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_manual_count",
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name="findinggroupdailysummary",
+            name="changed_manual_muted_count",
+            field=models.IntegerField(default=0),
+        ),
+    ]

api/src/backend/api/migrations/0089_backfill_finding_group_status_muted.py

@@ -0,0 +1,31 @@
+from django.db import migrations
+from tasks.tasks import backfill_finding_group_summaries_task
+
+from api.db_router import MainRouter
+from api.rls import Tenant
+
+
+def trigger_backfill_task(apps, schema_editor):
+    """
+    Re-dispatch the finding-group backfill task for every tenant so the new
+    `manual_count` and `muted` columns added in 0088 get populated from the
+    last 10 days of completed scans.
+
+    The aggregator (`aggregate_finding_group_summaries`) recomputes every
+    column on each call, so it back-populates the new fields without touching
+    the existing ones beyond a normal upsert.
+    """
+    tenant_ids = Tenant.objects.using(MainRouter.admin_db).values_list("id", flat=True)
+
+    for tenant_id in tenant_ids:
+        backfill_finding_group_summaries_task.delay(tenant_id=str(tenant_id), days=10)
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0088_finding_group_status_muted_fields"),
+    ]
+
+    operations = [
+        migrations.RunPython(trigger_backfill_task, migrations.RunPython.noop),
+    ]

api/src/backend/api/migrations/0090_attack_paths_cleanup_priority.py

@@ -0,0 +1,23 @@
+from django.db import migrations
+
+TASK_NAME = "attack-paths-cleanup-stale-scans"
+
+
+def set_cleanup_priority(apps, schema_editor):
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+    PeriodicTask.objects.filter(name=TASK_NAME).update(priority=0)
+
+
+def unset_cleanup_priority(apps, schema_editor):
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+    PeriodicTask.objects.filter(name=TASK_NAME).update(priority=None)
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0089_backfill_finding_group_status_muted"),
+    ]
+
+    operations = [
+        migrations.RunPython(set_cleanup_priority, unset_cleanup_priority),
+    ]

api/src/backend/api/models.py

@@ -4,11 +4,11 @@ import re
 from datetime import datetime, timedelta, timezone
 from uuid import UUID, uuid4
 
+import defusedxml
 from allauth.socialaccount.models import SocialApp
 from config.custom_logging import BackendLogger
 from config.settings.social_login import SOCIALACCOUNT_PROVIDERS
 from cryptography.fernet import Fernet, InvalidToken
-import defusedxml
 from defusedxml import ElementTree as ET
 from django.conf import settings
 from django.contrib.auth.models import AbstractBaseUser
@@ -295,6 +295,7 @@ class Provider(RowLevelSecurityProtectedModel):
         OPENSTACK = "openstack", _("OpenStack")
         IMAGE = "image", _("Image")
         GOOGLEWORKSPACE = "googleworkspace", _("Google Workspace")
+        VERCEL = "vercel", _("Vercel")
 
     @staticmethod
     def validate_aws_uid(value):
@@ -438,6 +439,15 @@ class Provider(RowLevelSecurityProtectedModel):
                 pointer="/data/attributes/uid",
             )
 
+    @staticmethod
+    def validate_vercel_uid(value):
+        if not re.match(r"^team_[a-zA-Z0-9]{16,32}$", value):
+            raise ModelValidationError(
+                detail="Vercel provider ID must be a valid Vercel Team ID (e.g., team_xxxxxxxxxxxxxxxxxxxxxxxx).",
+                code="vercel-uid",
+                pointer="/data/attributes/uid",
+            )
+
     @staticmethod
     def validate_image_uid(value):
         if not re.match(r"^[a-zA-Z0-9][a-zA-Z0-9._/:@-]{2,249}$", value):
@@ -1738,15 +1748,45 @@ class FindingGroupDailySummary(RowLevelSecurityProtectedModel):
     # Severity stored as integer for MAX aggregation (5=critical, 4=high, etc.)
     severity_order = models.SmallIntegerField(default=1)
 
-    # Finding counts
+    # Finding counts (inclusive of muted findings; use the `muted` flag to
+    # tell whether the group has any actionable findings).
     pass_count = models.IntegerField(default=0)
     fail_count = models.IntegerField(default=0)
+    manual_count = models.IntegerField(default=0)
     muted_count = models.IntegerField(default=0)
 
-    # Delta counts
+    # Status counts restricted to muted findings, so clients can isolate the
+    # muted half of each status (e.g. `pass_count - pass_muted_count` gives the
+    # actionable PASS findings).
+    pass_muted_count = models.IntegerField(default=0)
+    fail_muted_count = models.IntegerField(default=0)
+    manual_muted_count = models.IntegerField(default=0)
+
+    # Whether every finding for this (provider, check, day) is muted.
+    muted = models.BooleanField(default=False)
+
+    # Delta counts (non-muted, kept for convenience and as a "total" view).
     new_count = models.IntegerField(default=0)
     changed_count = models.IntegerField(default=0)
 
+    # Delta breakdown by (status, muted) so clients can answer questions like
+    # "how many new failing findings appeared in this scan?" without scanning
+    # the underlying findings table. Mirrors the existing pass/fail/manual
+    # naming, with `_muted_count` siblings tracking the muted half of each
+    # bucket explicitly.
+    new_fail_count = models.IntegerField(default=0)
+    new_fail_muted_count = models.IntegerField(default=0)
+    new_pass_count = models.IntegerField(default=0)
+    new_pass_muted_count = models.IntegerField(default=0)
+    new_manual_count = models.IntegerField(default=0)
+    new_manual_muted_count = models.IntegerField(default=0)
+    changed_fail_count = models.IntegerField(default=0)
+    changed_fail_muted_count = models.IntegerField(default=0)
+    changed_pass_count = models.IntegerField(default=0)
+    changed_pass_muted_count = models.IntegerField(default=0)
+    changed_manual_count = models.IntegerField(default=0)
+    changed_manual_muted_count = models.IntegerField(default=0)
+
     # Resource counts
     resources_fail = models.IntegerField(default=0)
     resources_total = models.IntegerField(default=0)

api/src/backend/api/rbac/permissions.py

@@ -1,7 +1,7 @@
 from enum import Enum
-from typing import Optional
 
 from django.db.models import QuerySet
+from rest_framework.exceptions import PermissionDenied
 from rest_framework.permissions import BasePermission
 
 from api.db_router import MainRouter
@@ -29,11 +29,17 @@ class HasPermissions(BasePermission):
         if not required_permissions:
             return True
 
+        tenant_id = getattr(request, "tenant_id", None)
+        if not tenant_id:
+            tenant_id = request.auth.get("tenant_id") if request.auth else None
+        if not tenant_id:
+            return False
+
         user_roles = (
             User.objects.using(MainRouter.admin_db)
             .get(id=request.user.id)
             .roles.using(MainRouter.admin_db)
-            .all()
+            .filter(tenant_id=tenant_id)
         )
         if not user_roles:
             return False
@@ -45,14 +51,17 @@ class HasPermissions(BasePermission):
         return True
 
 
-def get_role(user: User) -> Optional[Role]:
+def get_role(user: User, tenant_id: str) -> Role:
     """
-    Retrieve the first role assigned to the given user.
+    Retrieve the role assigned to the given user in the specified tenant.
 
-    Returns:
-        The user's first Role instance if the user has any roles, otherwise None.
+    Raises:
+        PermissionDenied: If the user has no role in the given tenant.
     """
-    return user.roles.first()
+    role = user.roles.using(MainRouter.admin_db).filter(tenant_id=tenant_id).first()
+    if role is None:
+        raise PermissionDenied("User has no role in this tenant.")
+    return role
 
 
 def get_providers(role: Role) -> QuerySet[Provider]:

api/src/backend/api/specs/v1.yaml

@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
   title: Prowler API
-  version: 1.24.0
+  version: 1.25.3
   description: |-
     Prowler API specification.
 
@@ -372,6 +372,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -387,6 +388,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -409,6 +411,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -426,6 +429,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -1351,6 +1355,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -1366,6 +1371,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -1827,6 +1833,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -1842,6 +1849,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -1864,6 +1872,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -1881,6 +1890,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -2429,6 +2439,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -2444,6 +2455,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -2466,6 +2478,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -2483,6 +2496,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -2939,6 +2953,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -2954,6 +2969,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -2976,6 +2992,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -2993,6 +3010,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -3447,6 +3465,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -3462,6 +3481,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -3484,6 +3504,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -3501,6 +3522,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -3943,6 +3965,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -3958,6 +3981,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -3980,6 +4004,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -3997,6 +4022,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -5780,6 +5806,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -5795,6 +5822,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -5817,6 +5845,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -5834,6 +5863,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - name: filter[search]
@@ -5955,6 +5985,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -5970,6 +6001,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -5992,6 +6024,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -6009,6 +6042,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - name: filter[search]
@@ -6119,6 +6153,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -6134,6 +6169,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -6155,6 +6191,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -6172,6 +6209,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - name: filter[search]
@@ -6314,6 +6352,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -6329,6 +6368,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -6351,6 +6391,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -6368,6 +6409,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -6523,6 +6565,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -6538,6 +6581,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -6560,6 +6604,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -6577,6 +6622,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -6726,6 +6772,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -6741,6 +6788,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -6762,6 +6810,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -6779,6 +6828,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - name: filter[search]
@@ -6970,6 +7020,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -6985,6 +7036,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -7007,6 +7059,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -7024,6 +7077,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -7144,6 +7198,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -7159,6 +7214,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -7181,6 +7237,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -7198,6 +7255,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -7342,6 +7400,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -7357,6 +7416,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -7379,6 +7439,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -7396,6 +7457,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -8181,6 +8243,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -8196,6 +8259,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider__in]
         schema:
@@ -8218,6 +8282,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -8235,6 +8300,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -8257,6 +8323,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -8272,6 +8339,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -8294,6 +8362,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -8311,6 +8380,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - name: filter[search]
@@ -8980,6 +9050,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -8995,6 +9066,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -9017,6 +9089,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -9034,6 +9107,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -9527,6 +9601,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -9542,6 +9617,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -9564,6 +9640,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -9581,6 +9658,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -9887,6 +9965,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -9902,6 +9981,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -9924,6 +10004,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -9941,6 +10022,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -10253,6 +10335,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -10268,6 +10351,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -10290,6 +10374,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -10307,6 +10392,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -11129,6 +11215,7 @@ paths:
           - mongodbatlas
           - openstack
           - oraclecloud
+          - vercel
         description: |-
           * `aws` - AWS
           * `azure` - Azure
@@ -11144,6 +11231,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
       - in: query
         name: filter[provider_type__in]
         schema:
@@ -11166,6 +11254,7 @@ paths:
             - mongodbatlas
             - openstack
             - oraclecloud
+            - vercel
         description: |-
           Multiple values may be separated by commas.
 
@@ -11183,6 +11272,7 @@ paths:
           * `openstack` - OpenStack
           * `image` - Image
           * `googleworkspace` - Google Workspace
+          * `vercel` - Vercel
         explode: false
         style: form
       - in: query
@@ -18463,6 +18553,15 @@ components:
                     required:
                     - clouds_yaml_content
                     - clouds_yaml_cloud
+                  - type: object
+                    title: Vercel API Token
+                    properties:
+                      api_token:
+                        type: string
+                        description: Vercel API token for authentication. Can be scoped
+                          to a specific team.
+                    required:
+                    - api_token
                   writeOnly: true
               required:
               - secret
@@ -19465,6 +19564,7 @@ components:
               - openstack
               - image
               - googleworkspace
+              - vercel
               type: string
               description: |-
                 * `aws` - AWS
@@ -19481,6 +19581,7 @@ components:
                 * `openstack` - OpenStack
                 * `image` - Image
                 * `googleworkspace` - Google Workspace
+                * `vercel` - Vercel
               x-spec-enum-id: c0d56cad8ab9abe5
             uid:
               type: string
@@ -19601,6 +19702,7 @@ components:
               - openstack
               - image
               - googleworkspace
+              - vercel
               type: string
               x-spec-enum-id: c0d56cad8ab9abe5
               description: |-
@@ -19620,6 +19722,7 @@ components:
                 * `openstack` - OpenStack
                 * `image` - Image
                 * `googleworkspace` - Google Workspace
+                * `vercel` - Vercel
             uid:
               type: string
               title: Unique identifier for the provider, set by the provider
@@ -19671,6 +19774,7 @@ components:
                   - openstack
                   - image
                   - googleworkspace
+                  - vercel
                   type: string
                   x-spec-enum-id: c0d56cad8ab9abe5
                   description: |-
@@ -19690,6 +19794,7 @@ components:
                     * `openstack` - OpenStack
                     * `image` - Image
                     * `googleworkspace` - Google Workspace
+                    * `vercel` - Vercel
                 uid:
                   type: string
                   minLength: 3
@@ -20539,6 +20644,15 @@ components:
                 required:
                 - clouds_yaml_content
                 - clouds_yaml_cloud
+              - type: object
+                title: Vercel API Token
+                properties:
+                  api_token:
+                    type: string
+                    description: Vercel API token for authentication. Can be scoped
+                      to a specific team.
+                required:
+                - api_token
               writeOnly: true
           required:
           - secret_type
@@ -20955,6 +21069,15 @@ components:
                     required:
                     - clouds_yaml_content
                     - clouds_yaml_cloud
+                  - type: object
+                    title: Vercel API Token
+                    properties:
+                      api_token:
+                        type: string
+                        description: Vercel API token for authentication. Can be scoped
+                          to a specific team.
+                    required:
+                    - api_token
                   writeOnly: true
               required:
               - secret_type
@@ -21381,6 +21504,15 @@ components:
                 required:
                 - clouds_yaml_content
                 - clouds_yaml_cloud
+              - type: object
+                title: Vercel API Token
+                properties:
+                  api_token:
+                    type: string
+                    description: Vercel API token for authentication. Can be scoped
+                      to a specific team.
+                required:
+                - api_token
               writeOnly: true
           required:
           - secret

api/src/backend/api/tests/integration/test_authentication.py

@@ -215,6 +215,21 @@ class TestTokenSwitchTenant:
         tenant_id = tenants_fixture[0].id
         user_instance = User.objects.get(email=test_user)
         Membership.objects.create(user=user_instance, tenant_id=tenant_id)
+        # Assign an admin role in the target tenant so the user can access resources
+        target_role = Role.objects.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.create(
+            user=user_instance, role=target_role, tenant_id=tenant_id
+        )
 
         # Check that using our new user's credentials we can authenticate and get the providers
         access_token, _ = get_api_tokens(client, test_user, test_password)

api/src/backend/api/tests/test_rbac.py

@@ -2,7 +2,7 @@ import json
 from unittest.mock import ANY, Mock, patch
 
 import pytest
-from conftest import TODAY
+from conftest import TEST_PASSWORD, TODAY
 from django.urls import reverse
 from rest_framework import status
 
@@ -830,3 +830,66 @@ class TestUserRoleLinkPermissions:
         )
 
         assert response.status_code == status.HTTP_403_FORBIDDEN
+
+
+@pytest.mark.django_db
+class TestCrossTenantRoleLeak:
+    """Regression tests for get_role() cross-tenant privilege leak.
+
+    get_role() must query admin_db (bypassing RLS) so that a user with a role
+    in tenant A cannot accidentally pass role checks when authenticated against
+    tenant B where they have no role.
+    """
+
+    def test_user_with_role_in_tenant_a_denied_in_tenant_b(self, tenants_fixture):
+        """User has admin role in tenant A, membership in tenant B but no role.
+        Hitting an RBAC-protected endpoint with a tenant-B token must return 403."""
+        from rest_framework.test import APIClient
+
+        tenant_a = tenants_fixture[0]
+        tenant_b = tenants_fixture[1]
+
+        user = User.objects.create_user(
+            name="cross_tenant_user",
+            email="cross_tenant@test.com",
+            password=TEST_PASSWORD,
+        )
+        Membership.objects.create(
+            user=user, tenant=tenant_a, role=Membership.RoleChoices.OWNER
+        )
+        Membership.objects.create(
+            user=user, tenant=tenant_b, role=Membership.RoleChoices.OWNER
+        )
+
+        # Role only in tenant A
+        role = Role.objects.create(
+            name="admin",
+            tenant_id=tenant_a.id,
+            manage_users=True,
+            manage_account=True,
+            manage_billing=True,
+            manage_providers=True,
+            manage_integrations=True,
+            manage_scans=True,
+            unlimited_visibility=True,
+        )
+        UserRoleRelationship.objects.create(user=user, role=role, tenant_id=tenant_a.id)
+
+        # Mint token scoped to tenant B (where user has NO role)
+        serializer = TokenSerializer(
+            data={
+                "type": "tokens",
+                "email": "cross_tenant@test.com",
+                "password": TEST_PASSWORD,
+                "tenant_id": tenant_b.id,
+            }
+        )
+        serializer.is_valid(raise_exception=True)
+        access_token = serializer.validated_data["access"]
+
+        client = APIClient()
+        client.defaults["HTTP_AUTHORIZATION"] = f"Bearer {access_token}"
+
+        # user-list requires manage_users permission via HasPermissions
+        response = client.get(reverse("user-list"))
+        assert response.status_code == status.HTTP_403_FORBIDDEN

api/src/backend/api/tests/test_utils.py

@@ -33,6 +33,7 @@ from prowler.providers.m365.m365_provider import M365Provider
 from prowler.providers.mongodbatlas.mongodbatlas_provider import MongodbatlasProvider
 from prowler.providers.openstack.openstack_provider import OpenstackProvider
 from prowler.providers.oraclecloud.oraclecloud_provider import OraclecloudProvider
+from prowler.providers.vercel.vercel_provider import VercelProvider
 
 
 class TestMergeDicts:
@@ -128,6 +129,7 @@ class TestReturnProwlerProvider:
             (Provider.ProviderChoices.CLOUDFLARE.value, CloudflareProvider),
             (Provider.ProviderChoices.OPENSTACK.value, OpenstackProvider),
             (Provider.ProviderChoices.IMAGE.value, ImageProvider),
+            (Provider.ProviderChoices.VERCEL.value, VercelProvider),
         ],
     )
     def test_return_prowler_provider(self, provider_type, expected_provider):
@@ -218,6 +220,24 @@ class TestProwlerProviderConnectionTest:
             registry_token="tok123",
         )
 
+    @patch("api.utils.return_prowler_provider")
+    def test_prowler_provider_connection_test_vercel_provider(
+        self, mock_return_prowler_provider
+    ):
+        """Test connection test for Vercel provider passes team_id."""
+        provider = MagicMock()
+        provider.uid = "team_abcdef1234567890"
+        provider.provider = Provider.ProviderChoices.VERCEL.value
+        provider.secret.secret = {"api_token": "vercel_token_123"}
+        mock_return_prowler_provider.return_value = MagicMock()
+
+        prowler_provider_connection_test(provider)
+        mock_return_prowler_provider.return_value.test_connection.assert_called_once_with(
+            api_token="vercel_token_123",
+            team_id="team_abcdef1234567890",
+            raise_on_exception=False,
+        )
+
     @patch("api.utils.return_prowler_provider")
     def test_prowler_provider_connection_test_image_provider_no_creds(
         self, mock_return_prowler_provider
@@ -284,6 +304,10 @@ class TestGetProwlerProviderKwargs:
                 Provider.ProviderChoices.OPENSTACK.value,
                 {},
             ),
+            (
+                Provider.ProviderChoices.VERCEL.value,
+                {"team_id": "provider_uid"},
+            ),
         ],
     )
     def test_get_prowler_provider_kwargs(self, provider_type, expected_extra_kwargs):
@@ -782,11 +806,15 @@ class TestProwlerIntegrationConnectionTest:
         }
         integration.configuration = {}
 
-        # Mock successful JIRA connection with projects
+        # Mock successful JIRA connection with projects and issue types
         mock_connection = MagicMock()
         mock_connection.is_connected = True
         mock_connection.error = None
         mock_connection.projects = {"PROJ1": "Project 1", "PROJ2": "Project 2"}
+        mock_connection.issue_types = {
+            "PROJ1": ["Task", "Bug"],
+            "PROJ2": ["Task", "Story"],
+        }
         mock_jira_class.test_connection.return_value = mock_connection
 
         # Mock rls_transaction context manager
@@ -815,6 +843,12 @@ class TestProwlerIntegrationConnectionTest:
             "PROJ2": "Project 2",
         }
 
+        # Verify issue types were saved to integration configuration
+        assert integration.configuration["issue_types"] == {
+            "PROJ1": ["Task", "Bug"],
+            "PROJ2": ["Task", "Story"],
+        }
+
         # Verify integration.save() was called
         integration.save.assert_called_once()
 
@@ -838,6 +872,7 @@ class TestProwlerIntegrationConnectionTest:
         mock_connection.is_connected = False
         mock_connection.error = Exception("Authentication failed: Invalid credentials")
         mock_connection.projects = {}  # Empty projects when connection fails
+        mock_connection.issue_types = {}  # Empty issue types when connection fails
         mock_jira_class.test_connection.return_value = mock_connection
 
         # Mock rls_transaction context manager
@@ -863,6 +898,9 @@ class TestProwlerIntegrationConnectionTest:
         # Verify empty projects dict was saved to integration configuration
         assert integration.configuration["projects"] == {}
 
+        # Verify empty issue types dict was saved to integration configuration
+        assert integration.configuration["issue_types"] == {}
+
         # Verify integration.save() was called even on connection failure
         integration.save.assert_called_once()
 
@@ -881,11 +919,11 @@ class TestProwlerIntegrationConnectionTest:
             "domain": "example.atlassian.net",
         }
         integration.configuration = {
-            "issue_types": ["Task"],  # Existing configuration
+            "issue_types": {"OLD_PROJ": ["Task"]},  # Existing configuration
             "projects": {"OLD_PROJ": "Old Project"},  # Will be overwritten
         }
 
-        # Mock successful JIRA connection with new projects
+        # Mock successful JIRA connection with new projects and issue types
         mock_connection = MagicMock()
         mock_connection.is_connected = True
         mock_connection.error = None
@@ -893,6 +931,10 @@ class TestProwlerIntegrationConnectionTest:
             "NEW_PROJ1": "New Project 1",
             "NEW_PROJ2": "New Project 2",
         }
+        mock_connection.issue_types = {
+            "NEW_PROJ1": ["Task", "Bug"],
+            "NEW_PROJ2": ["Story"],
+        }
         mock_jira_class.test_connection.return_value = mock_connection
 
         # Mock rls_transaction context manager
@@ -910,8 +952,11 @@ class TestProwlerIntegrationConnectionTest:
             "NEW_PROJ2": "New Project 2",
         }
 
-        # Verify other configuration fields were preserved
-        assert integration.configuration["issue_types"] == ["Task"]
+        # Verify issue types were also updated
+        assert integration.configuration["issue_types"] == {
+            "NEW_PROJ1": ["Task", "Bug"],
+            "NEW_PROJ2": ["Story"],
+        }
 
         # Verify integration.save() was called
         integration.save.assert_called_once()

api/src/backend/api/tests/test_views.py

@@ -57,6 +57,7 @@ from api.models import (
     ProviderGroupMembership,
     ProviderSecret,
     Resource,
+    ResourceFindingMapping,
     Role,
     RoleProviderGroupRelationship,
     SAMLConfiguration,
@@ -516,6 +517,13 @@ class TestTenantViewSet:
             response.json()["data"]["attributes"]["name"]
             == valid_tenant_payload["name"]
         )
+        new_tenant_id = response.json()["data"]["id"]
+        user = authenticated_client.user
+        assert UserRoleRelationship.objects.filter(
+            user=user,
+            tenant_id=new_tenant_id,
+            role__name="admin",
+        ).exists()
 
     def test_tenants_invalid_create(self, authenticated_client, invalid_tenant_payload):
         response = authenticated_client.post(
@@ -575,22 +583,66 @@ class TestTenantViewSet:
             Tenant.objects.filter(pk=kwargs.get("tenant_id")).delete()
 
         delete_tenant_mock.side_effect = _delete_tenant
+        # Use tenant2 where the user is OWNER
+        _, tenant2, _ = tenants_fixture
+        response = authenticated_client.delete(
+            reverse("tenant-detail", kwargs={"pk": tenant2.id})
+        )
+        assert response.status_code == status.HTTP_204_NO_CONTENT
+        assert Membership.objects.filter(tenant_id=tenant2.id).count() == 0
+        # User is not deleted because it has another membership (tenant1)
+        assert User.objects.count() == 1
+
+    @patch("api.v1.views.delete_tenant_task.apply_async")
+    def test_tenants_delete_as_member_forbidden(
+        self, delete_tenant_mock, authenticated_client, tenants_fixture
+    ):
+        # tenant1: user is MEMBER, not OWNER -> should be forbidden
         tenant1, *_ = tenants_fixture
         response = authenticated_client.delete(
             reverse("tenant-detail", kwargs={"pk": tenant1.id})
         )
+        assert response.status_code == status.HTTP_403_FORBIDDEN
+        delete_tenant_mock.assert_not_called()
+
+    @patch("api.v1.views.delete_tenant_task.apply_async")
+    def test_tenants_delete_cross_tenant(
+        self, delete_tenant_mock, authenticated_client, tenants_fixture
+    ):
+        # tenant3: user has no membership -> should be 404
+        _, _, tenant3 = tenants_fixture
+        response = authenticated_client.delete(
+            reverse("tenant-detail", kwargs={"pk": tenant3.id})
+        )
+        assert response.status_code == status.HTTP_404_NOT_FOUND
+        delete_tenant_mock.assert_not_called()
+
+    @patch("api.v1.views.delete_tenant_task.apply_async")
+    def test_tenants_delete_only_removes_exclusive_users(
+        self, delete_tenant_mock, authenticated_client, tenants_fixture, extra_users
+    ):
+        def _delete_tenant(kwargs):
+            Tenant.objects.filter(pk=kwargs.get("tenant_id")).delete()
+
+        delete_tenant_mock.side_effect = _delete_tenant
+        _, tenant2, _ = tenants_fixture
+        # extra_users adds user2 (OWNER in tenant2) and user3 (MEMBER in tenant2)
+        # user2 and user3 are ONLY in tenant2, so they should be deleted
+        # The test user is in tenant1 + tenant2, so should NOT be deleted
+        initial_user_count = User.objects.count()  # test_user + user2 + user3 = 3
+        assert initial_user_count == 3
+
+        response = authenticated_client.delete(
+            reverse("tenant-detail", kwargs={"pk": tenant2.id})
+        )
         assert response.status_code == status.HTTP_204_NO_CONTENT
-        assert Tenant.objects.count() == len(tenants_fixture) - 1
-        assert Membership.objects.filter(tenant_id=tenant1.id).count() == 0
-        # User is not deleted because it has another membership
+        # user2 and user3 are deleted (no other memberships), test_user remains
         assert User.objects.count() == 1
 
     def test_tenants_delete_invalid(self, authenticated_client):
         response = authenticated_client.delete(
             reverse("tenant-detail", kwargs={"pk": "random_id"})
         )
-        # To change if we implement RBAC
-        # (user might not have permissions to see if the tenant exists or not -> 200 empty)
         assert response.status_code == status.HTTP_404_NOT_FOUND
 
     def test_tenants_list_filter_search(self, authenticated_client, tenants_fixture):
@@ -694,7 +746,6 @@ class TestTenantViewSet:
         # Test user + 2 extra users for tenant 2
         assert len(response.json()["data"]) == 3
 
-    @patch("api.v1.views.TenantMembersViewSet.required_permissions", [])
     def test_tenants_list_memberships_as_member(
         self, authenticated_client, tenants_fixture, extra_users
     ):
@@ -807,6 +858,30 @@ class TestTenantViewSet:
         )
         assert response.status_code == status.HTTP_404_NOT_FOUND
 
+    def test_tenants_delete_membership_cross_tenant(
+        self, authenticated_client, tenants_fixture
+    ):
+        # Create a tenant with a different user's membership
+        other_tenant = Tenant.objects.create(name="Other Tenant")
+        other_user = User.objects.create_user(
+            name="other", password=TEST_PASSWORD, email="other@test.com"
+        )
+        other_membership = Membership.objects.create(
+            user=other_user,
+            tenant=other_tenant,
+            role=Membership.RoleChoices.OWNER,
+        )
+
+        # Authenticated user is NOT a member of other_tenant -> 404
+        response = authenticated_client.delete(
+            reverse(
+                "tenant-membership-detail",
+                kwargs={"tenant_pk": other_tenant.id, "pk": other_membership.id},
+            )
+        )
+        assert response.status_code == status.HTTP_404_NOT_FOUND
+        assert Membership.objects.filter(id=other_membership.id).exists()
+
     def test_tenants_list_no_permissions(
         self, authenticated_client_no_permissions_rbac, tenants_fixture
     ):
@@ -1715,6 +1790,46 @@ class TestProviderViewSet:
                     "min_length",
                     "uid",
                 ),
+                # Vercel UID validation - missing team_ prefix
+                (
+                    {
+                        "provider": "vercel",
+                        "uid": "abcdef1234567890abcdef12",
+                        "alias": "test",
+                    },
+                    "vercel-uid",
+                    "uid",
+                ),
+                # Vercel UID validation - too short after prefix
+                (
+                    {
+                        "provider": "vercel",
+                        "uid": "team_abc123",
+                        "alias": "test",
+                    },
+                    "vercel-uid",
+                    "uid",
+                ),
+                # Vercel UID validation - contains special characters
+                (
+                    {
+                        "provider": "vercel",
+                        "uid": "team_abcdef-1234567890ab",
+                        "alias": "test",
+                    },
+                    "vercel-uid",
+                    "uid",
+                ),
+                # Vercel UID validation - too long (33 chars after prefix)
+                (
+                    {
+                        "provider": "vercel",
+                        "uid": "team_abcdefghijklmnopqrstuvwxyz1234567",
+                        "alias": "test",
+                    },
+                    "vercel-uid",
+                    "uid",
+                ),
                 # Google Workspace UID validation - missing 'C' prefix
                 (
                     {
@@ -1918,21 +2033,21 @@ class TestProviderViewSet:
                 (
                     "uid.icontains",
                     "1",
-                    11,
+                    12,
                 ),
                 ("alias", "aws_testing_1", 1),
                 ("alias.icontains", "aws", 2),
-                ("inserted_at", TODAY, 12),
+                ("inserted_at", TODAY, 13),
                 (
                     "inserted_at.gte",
                     "2024-01-01",
-                    12,
+                    13,
                 ),
                 ("inserted_at.lte", "2024-01-01", 0),
                 (
                     "updated_at.gte",
                     "2024-01-01",
-                    12,
+                    13,
                 ),
                 ("updated_at.lte", "2024-01-01", 0),
             ]
@@ -2557,6 +2672,14 @@ class TestProviderSecretViewSet:
                     "delegated_user": "admin@example.com",
                 },
             ),
+            # Vercel with API Token
+            (
+                Provider.ProviderChoices.VERCEL.value,
+                ProviderSecret.TypeChoices.STATIC,
+                {
+                    "api_token": "fake-vercel-api-token-for-testing",
+                },
+            ),
         ],
     )
     def test_provider_secrets_create_valid(
@@ -3235,6 +3358,29 @@ class TestScanViewSet:
         assert response.status_code == status.HTTP_200_OK
         assert len(response.json()["data"]) == 3
 
+    def test_scan_filter_by_id_exact(self, authenticated_client, scans_fixture):
+        scan1, *_ = scans_fixture
+        response = authenticated_client.get(
+            reverse("scan-list"),
+            {"filter[id]": str(scan1.id)},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) == 1
+        assert data[0]["id"] == str(scan1.id)
+
+    def test_scan_filter_by_id_in(self, authenticated_client, scans_fixture):
+        scan1, scan2, *_ = scans_fixture
+        response = authenticated_client.get(
+            reverse("scan-list"),
+            {"filter[id.in]": f"{scan1.id},{scan2.id}"},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) == 2
+        returned_ids = {item["id"] for item in data}
+        assert returned_ids == {str(scan1.id), str(scan2.id)}
+
     def test_scans_filter_state_failed(self, authenticated_client, scans_fixture):
         """Ensure state filter matches only FAILED scans."""
         scan1, *_ = scans_fixture
@@ -4142,7 +4288,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.attack_paths_views_helpers.execute_query",
                 return_value=graph_payload,
             ) as mock_execute,
-            patch("api.v1.views.graph_database.clear_cache") as mock_clear_cache,
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4169,7 +4314,6 @@ class TestAttackPathsScanViewSet:
             prepared_parameters,
             provider_id,
         )
-        mock_clear_cache.assert_called_once_with(expected_db_name)
         result = response.json()["data"]
         attributes = result["attributes"]
         assert attributes["nodes"] == graph_payload["nodes"]
@@ -4224,7 +4368,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.attack_paths_views_helpers.execute_query",
                 return_value=graph_payload,
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4308,7 +4451,6 @@ class TestAttackPathsScanViewSet:
                     "truncated": False,
                 },
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
             patch(
                 "api.v1.views.graph_database.get_database_name", return_value="db-test"
             ),
@@ -4363,7 +4505,6 @@ class TestAttackPathsScanViewSet:
                     "truncated": False,
                 },
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
             patch(
                 "api.v1.views.graph_database.get_database_name", return_value="db-test"
             ),
@@ -4443,7 +4584,6 @@ class TestAttackPathsScanViewSet:
                     "truncated": False,
                 },
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4509,7 +4649,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.graph_database.get_database_name",
                 return_value="db-test",
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4566,7 +4705,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.graph_database.get_database_name",
                 return_value="db-test",
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4613,7 +4751,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.graph_database.get_database_name",
                 return_value="db-test",
             ),
-            patch("api.v1.views.graph_database.clear_cache"),
         ):
             response = authenticated_client.post(
                 reverse(
@@ -4964,9 +5101,6 @@ class TestAttackPathsScanViewSet:
                 "api.v1.views.graph_database.get_database_name",
                 return_value="db-test",
             ),
-            patch(
-                "api.v1.views.graph_database.clear_cache",
-            ),
         ):
             for i in range(11):
                 response = authenticated_client.post(
@@ -8097,6 +8231,8 @@ class TestUserRoleRelationshipViewSet:
             manage_scans=False,
             unlimited_visibility=False,
         )
+        # Assign the role to the user
+        UserRoleRelationship.objects.create(user=user, role=only_role, tenant=tenant)
 
         # Switch token to this tenant
         serializer = TokenSerializer(
@@ -15310,10 +15446,16 @@ class TestFindingGroupViewSet:
         # iam_password_policy has only PASS findings
         assert data[0]["attributes"]["status"] == "PASS"
 
-    def test_finding_groups_status_muted_all(
+    def test_finding_groups_fully_muted_group_is_pass(
         self, authenticated_client, finding_groups_fixture
     ):
-        """Test that MUTED status returned when all findings are muted."""
+        """A fully-muted group reports status=PASS and muted=True.
+
+        rds_encryption has 2 muted FAIL findings. Muted findings are treated
+        as resolved/accepted, so the group is no longer actionable and its
+        status must be PASS. The `muted` flag is True because every finding
+        in the group is muted.
+        """
         response = authenticated_client.get(
             reverse("finding-group-list"),
             {"filter[inserted_at]": TODAY, "filter[check_id]": "rds_encryption"},
@@ -15321,8 +15463,98 @@ class TestFindingGroupViewSet:
         assert response.status_code == status.HTTP_200_OK
         data = response.json()["data"]
         assert len(data) == 1
-        # rds_encryption has all muted findings
-        assert data[0]["attributes"]["status"] == "MUTED"
+        attrs = data[0]["attributes"]
+        assert attrs["status"] == "PASS"
+        assert attrs["muted"] is True
+        assert attrs["fail_count"] == 0
+        assert attrs["fail_muted_count"] == 2
+        assert attrs["pass_muted_count"] == 0
+        assert attrs["manual_muted_count"] == 0
+        assert attrs["muted_count"] == 2
+        # Sanity: the per-status muted counts must add up to muted_count.
+        assert (
+            attrs["pass_muted_count"]
+            + attrs["fail_muted_count"]
+            + attrs["manual_muted_count"]
+            == attrs["muted_count"]
+        )
+
+    def test_finding_groups_status_ignores_muted_failures(
+        self,
+        authenticated_client,
+        tenants_fixture,
+        scans_fixture,
+        resources_fixture,
+    ):
+        """Muted FAIL findings must not drive the aggregated status.
+
+        When a group mixes one non-muted PASS with one muted FAIL, the
+        actionable outcome is PASS: there are no unmuted failures left. The
+        aggregated `status` must reflect that (not FAIL), while `muted`
+        stays False because the group still has a non-muted finding.
+        """
+        tenant = tenants_fixture[0]
+        scan1, *_ = scans_fixture
+        resource1, *_ = resources_fixture
+
+        pass_finding = Finding.objects.create(
+            tenant_id=tenant.id,
+            uid="fg_mixed_muted_pass",
+            scan=scan1,
+            delta=None,
+            status=Status.PASS,
+            severity=Severity.low,
+            impact=Severity.low,
+            check_id="mixed_muted_check",
+            check_metadata={
+                "CheckId": "mixed_muted_check",
+                "checktitle": "Mixed muted check",
+                "Description": "Fixture for muted status aggregation.",
+            },
+            first_seen_at="2024-01-11T00:00:00Z",
+            muted=False,
+        )
+        pass_finding.add_resources([resource1])
+
+        fail_muted_finding = Finding.objects.create(
+            tenant_id=tenant.id,
+            uid="fg_mixed_muted_fail",
+            scan=scan1,
+            delta=None,
+            status=Status.FAIL,
+            severity=Severity.high,
+            impact=Severity.high,
+            check_id="mixed_muted_check",
+            check_metadata={
+                "CheckId": "mixed_muted_check",
+                "checktitle": "Mixed muted check",
+                "Description": "Fixture for muted status aggregation.",
+            },
+            first_seen_at="2024-01-12T00:00:00Z",
+            muted=True,
+        )
+        fail_muted_finding.add_resources([resource1])
+
+        # filter[region] forces finding-level aggregation so we exercise the
+        # raw-findings path without touching the daily summary fixture.
+        response = authenticated_client.get(
+            reverse("finding-group-list"),
+            {
+                "filter[inserted_at]": TODAY,
+                "filter[check_id]": "mixed_muted_check",
+                "filter[region]": "us-east-1",
+            },
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) == 1
+        attrs = data[0]["attributes"]
+        assert attrs["status"] == "PASS"
+        assert attrs["muted"] is False
+        assert attrs["pass_count"] == 1
+        assert attrs["fail_count"] == 0
+        assert attrs["fail_muted_count"] == 1
+        assert attrs["muted_count"] == 1
 
     def test_finding_groups_status_filter(
         self, authenticated_client, finding_groups_fixture
@@ -15814,7 +16046,7 @@ class TestFindingGroupViewSet:
         "extra_filters",
         [
             {},
-            {"filter[muted]": "include"},
+            {"filter[delta]": "new"},
         ],
         ids=["summary_path", "finding_level_path"],
     )
@@ -15832,7 +16064,8 @@ class TestFindingGroupViewSet:
 
         Parametrized to cover both aggregation paths:
         - summary_path: default, uses _CheckTitleToCheckIdMixin on summaries
-        - finding_level_path: filter[muted]=include forces CommonFindingFilters
+        - finding_level_path: filter[delta]=new forces _aggregate_findings via
+          CommonFindingFilters (delta is finding-level, not summary-level)
         """
         params = {
             "filter[inserted_at]": TODAY,
@@ -15875,6 +16108,36 @@ class TestFindingGroupViewSet:
         # s3_bucket_public_access has 2 findings with 2 different resources
         assert len(data) == 2
 
+    def test_resources_id_matches_resource_id_for_mapped_findings(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """Findings with a resource expose the resource id as row id (hot path contract)."""
+        response = authenticated_client.get(
+            reverse(
+                "finding-group-resources", kwargs={"pk": "s3_bucket_public_access"}
+            ),
+            {"filter[inserted_at]": TODAY},
+        )
+
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "expected resources in response"
+
+        resource_ids = set(
+            ResourceFindingMapping.objects.filter(
+                finding__check_id="s3_bucket_public_access",
+            ).values_list("resource_id", flat=True)
+        )
+        finding_ids = set(
+            Finding.objects.filter(
+                check_id="s3_bucket_public_access",
+            ).values_list("id", flat=True)
+        )
+
+        returned_ids = {item["id"] for item in data}
+        assert returned_ids <= {str(rid) for rid in resource_ids}
+        assert returned_ids.isdisjoint({str(fid) for fid in finding_ids})
+
     def test_resources_fields(self, authenticated_client, finding_groups_fixture):
         """Test resource fields (uid, name, service, region, type) have valid values."""
         response = authenticated_client.get(
@@ -16704,6 +16967,39 @@ class TestFindingGroupViewSet:
         data = response.json()["data"]
         assert len(data) > 0
 
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_sort_by_delta(
+        self,
+        authenticated_client,
+        finding_groups_fixture,
+        endpoint_name,
+    ):
+        """Sort by delta orders by new_count then changed_count (lexicographic)."""
+        params = {"sort": "-delta"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) > 0
+
+        def delta_key(item):
+            attrs = item["attributes"]
+            return (attrs.get("new_count", 0), attrs.get("changed_count", 0))
+
+        desc_keys = [delta_key(item) for item in data]
+        assert desc_keys == sorted(desc_keys, reverse=True)
+
+        # Ascending order produces the inverse arrangement
+        params["sort"] = "delta"
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        asc_keys = [delta_key(item) for item in response.json()["data"]]
+        assert asc_keys == sorted(asc_keys)
+
     def test_finding_groups_latest_ignores_date_filters(
         self, authenticated_client, finding_groups_fixture
     ):
@@ -16717,3 +17013,446 @@ class TestFindingGroupViewSet:
         data = response.json()["data"]
         # Should still return data, not filtered by the old date
         assert len(data) == 5
+
+    def test_finding_groups_status_choices_no_muted(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """Every returned group must have status ∈ {FAIL, PASS, MANUAL}."""
+        response = authenticated_client.get(
+            reverse("finding-group-list"),
+            {"filter[inserted_at]": TODAY},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        statuses = {item["attributes"]["status"] for item in response.json()["data"]}
+        assert statuses, "fixture should produce at least one group"
+        assert statuses <= {"FAIL", "PASS", "MANUAL"}
+        assert "MUTED" not in statuses
+
+    def test_finding_groups_serializer_exposes_muted_and_manual_count(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """The /finding-groups payload must expose `muted`, `manual_count` and
+        the per-status muted siblings (`pass_muted_count`/`fail_muted_count`/
+        `manual_muted_count`)."""
+        response = authenticated_client.get(
+            reverse("finding-group-list"),
+            {"filter[inserted_at]": TODAY, "filter[check_id]": "iam_password_policy"},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        attrs = response.json()["data"][0]["attributes"]
+        assert "muted" in attrs and isinstance(attrs["muted"], bool)
+        assert "manual_count" in attrs and isinstance(attrs["manual_count"], int)
+        assert attrs["muted"] is False  # iam_password_policy has only non-muted PASS
+        assert attrs["manual_count"] == 0
+        assert attrs["pass_muted_count"] == 0
+        assert attrs["fail_muted_count"] == 0
+        assert attrs["manual_muted_count"] == 0
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_filter_status_muted_is_rejected(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """`filter[status]=MUTED` is no longer a valid status value."""
+        params = {"filter[status]": "MUTED"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_filter_muted_true(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """`filter[muted]=true` returns only fully-muted groups."""
+        params = {"filter[muted]": "true"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        check_ids = {item["id"] for item in data}
+        # Only rds_encryption is fully muted in the fixture
+        assert check_ids == {"rds_encryption"}
+        assert all(item["attributes"]["muted"] is True for item in data)
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_filter_muted_false(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """`filter[muted]=false` returns only groups with actionable findings."""
+        params = {"filter[muted]": "false"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        check_ids = {item["id"] for item in data}
+        assert "rds_encryption" not in check_ids
+        assert check_ids == {
+            "s3_bucket_public_access",
+            "ec2_instance_public_ip",
+            "iam_password_policy",
+            "cloudtrail_enabled",
+        }
+        assert all(item["attributes"]["muted"] is False for item in data)
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_sort_by_status(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """sort=status orders by aggregated status (FAIL > PASS > MANUAL)."""
+        priority = {"FAIL": 3, "PASS": 2, "MANUAL": 1}
+        params = {"sort": "-status"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "fixture should produce groups"
+
+        desc_keys = [priority[item["attributes"]["status"]] for item in data]
+        assert desc_keys == sorted(desc_keys, reverse=True)
+
+        params["sort"] = "status"
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        asc_keys = [
+            priority[item["attributes"]["status"]] for item in response.json()["data"]
+        ]
+        assert asc_keys == sorted(asc_keys)
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_sort_by_muted(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """sort=muted orders by the boolean muted attribute."""
+        # Need include_muted=true so the fully-muted group is part of the result
+        params = {"sort": "-muted", "filter[include_muted]": "true"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "fixture should produce groups"
+
+        muted_values = [item["attributes"]["muted"] for item in data]
+        # Descending boolean: True (1) before False (0)
+        assert muted_values == sorted(muted_values, reverse=True)
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    @pytest.mark.parametrize(
+        "sort_field",
+        [
+            "pass_muted_count",
+            "fail_muted_count",
+            "manual_muted_count",
+            "new_fail_count",
+            "new_fail_muted_count",
+            "new_pass_count",
+            "new_pass_muted_count",
+            "new_manual_count",
+            "new_manual_muted_count",
+            "changed_fail_count",
+            "changed_fail_muted_count",
+            "changed_pass_count",
+            "changed_pass_muted_count",
+            "changed_manual_count",
+            "changed_manual_muted_count",
+        ],
+    )
+    def test_finding_groups_sort_by_counter_fields(
+        self,
+        authenticated_client,
+        finding_groups_fixture,
+        endpoint_name,
+        sort_field,
+    ):
+        """All counter fields are accepted as sort parameters (asc and desc)."""
+        params = {"sort": f"-{sort_field}"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) > 0
+
+        desc_values = [item["attributes"][sort_field] for item in data]
+        assert desc_values == sorted(desc_values, reverse=True)
+
+        params["sort"] = sort_field
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        asc_values = [
+            item["attributes"][sort_field] for item in response.json()["data"]
+        ]
+        assert asc_values == sorted(asc_values)
+
+    @pytest.mark.parametrize(
+        "endpoint_name", ["finding-group-list", "finding-group-latest"]
+    )
+    def test_finding_groups_delta_status_breakdown(
+        self, authenticated_client, finding_groups_fixture, endpoint_name
+    ):
+        """`new_*` and `changed_*` counters split by status and mute state.
+
+        s3_bucket_public_access has 1 new FAIL and 1 changed FAIL (both
+        non-muted) so the breakdown must reflect exactly that and the totals
+        must equal the sum of the buckets.
+        """
+        params = {"filter[check_id]": "s3_bucket_public_access"}
+        if endpoint_name == "finding-group-list":
+            params["filter[inserted_at]"] = TODAY
+
+        response = authenticated_client.get(reverse(endpoint_name), params)
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) == 1
+        attrs = data[0]["attributes"]
+
+        assert attrs["new_fail_count"] == 1
+        assert attrs["new_fail_muted_count"] == 0
+        assert attrs["new_pass_count"] == 0
+        assert attrs["new_pass_muted_count"] == 0
+        assert attrs["new_manual_count"] == 0
+        assert attrs["new_manual_muted_count"] == 0
+        assert attrs["changed_fail_count"] == 1
+        assert attrs["changed_fail_muted_count"] == 0
+        assert attrs["changed_pass_count"] == 0
+        assert attrs["changed_pass_muted_count"] == 0
+        assert attrs["changed_manual_count"] == 0
+        assert attrs["changed_manual_muted_count"] == 0
+
+        new_total = (
+            attrs["new_fail_count"]
+            + attrs["new_fail_muted_count"]
+            + attrs["new_pass_count"]
+            + attrs["new_pass_muted_count"]
+            + attrs["new_manual_count"]
+            + attrs["new_manual_muted_count"]
+        )
+        changed_total = (
+            attrs["changed_fail_count"]
+            + attrs["changed_fail_muted_count"]
+            + attrs["changed_pass_count"]
+            + attrs["changed_pass_muted_count"]
+            + attrs["changed_manual_count"]
+            + attrs["changed_manual_muted_count"]
+        )
+        # The non-muted variants of the breakdown must sum to the legacy
+        # totals (new_count/changed_count are stored as non-muted).
+        assert (
+            attrs["new_fail_count"]
+            + attrs["new_pass_count"]
+            + attrs["new_manual_count"]
+            == attrs["new_count"]
+        )
+        assert (
+            attrs["changed_fail_count"]
+            + attrs["changed_pass_count"]
+            + attrs["changed_manual_count"]
+            == attrs["changed_count"]
+        )
+        # And the *full* breakdown (including the muted halves) is exposed
+        # so clients can also count muted-only deltas without losing data.
+        assert new_total >= attrs["new_count"]
+        assert changed_total >= attrs["changed_count"]
+
+    def test_finding_groups_resources_serializer_exposes_muted(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """The /finding-groups/<id>/resources payload must expose `muted`."""
+        response = authenticated_client.get(
+            reverse(
+                "finding-group-resources",
+                kwargs={"pk": "rds_encryption"},
+            ),
+            {"filter[inserted_at]": TODAY},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "rds_encryption should expose its resources"
+        for item in data:
+            attrs = item["attributes"]
+            assert "muted" in attrs and isinstance(attrs["muted"], bool)
+            # rds_encryption has all muted findings
+            assert attrs["muted"] is True
+            # Status reflects the underlying check outcome (FAIL), not MUTED
+            assert attrs["status"] == "FAIL"
+
+    def test_finding_groups_resources_exposes_finding_id(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """The /resources payload exposes the most recent matching finding_id.
+
+        rds_encryption has 2 findings, one per resource. Each resource row must
+        report the UUID of its corresponding Finding (UUIDv7 ordering means
+        Max(finding__id) resolves to the latest snapshot in time).
+        """
+        response = authenticated_client.get(
+            reverse(
+                "finding-group-resources",
+                kwargs={"pk": "rds_encryption"},
+            ),
+            {"filter[inserted_at]": TODAY},
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "rds_encryption should expose its resources"
+
+        rds_finding_ids = {
+            str(f.id) for f in finding_groups_fixture if f.check_id == "rds_encryption"
+        }
+        assert rds_finding_ids, "fixture sanity"
+
+        for item in data:
+            attrs = item["attributes"]
+            assert "finding_id" in attrs
+            assert attrs["finding_id"] in rds_finding_ids
+
+    def test_finding_groups_latest_resources_exposes_finding_id(
+        self, authenticated_client, finding_groups_fixture
+    ):
+        """The /latest/.../resources payload also exposes finding_id."""
+        response = authenticated_client.get(
+            reverse(
+                "finding-group-latest_resources",
+                kwargs={"check_id": "rds_encryption"},
+            ),
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert data, "rds_encryption should expose its resources via /latest"
+
+        rds_finding_ids = {
+            str(f.id) for f in finding_groups_fixture if f.check_id == "rds_encryption"
+        }
+        for item in data:
+            attrs = item["attributes"]
+            assert "finding_id" in attrs
+            assert attrs["finding_id"] in rds_finding_ids
+
+    def test_latest_resources_picks_scan_by_completed_at_when_overlap(
+        self,
+        authenticated_client,
+        tenants_fixture,
+        providers_fixture,
+        resources_fixture,
+    ):
+        """Overlapping scans on the same provider must resolve to the scan
+        with the latest completed_at, matching the /latest summary path and
+        the daily-summary upsert (keyed on midnight(completed_at)). Picking
+        by inserted_at here produced /resources and /latest reading from
+        different scans and reporting diverging delta/new counts.
+        """
+        tenant = tenants_fixture[0]
+        provider = providers_fixture[0]
+        resource = resources_fixture[0]
+        check_id = "overlap_regression_check"
+
+        t0 = datetime.now(timezone.utc) - timedelta(hours=5)
+        t1 = t0 + timedelta(hours=1)
+        t1_end = t1 + timedelta(minutes=30)
+        t2 = t0 + timedelta(hours=4)
+
+        scan_long = Scan.objects.create(
+            name="long overlap scan",
+            provider=provider,
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            tenant_id=tenant.id,
+            started_at=t0,
+            completed_at=t2,
+        )
+        scan_short = Scan.objects.create(
+            name="short overlap scan",
+            provider=provider,
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            tenant_id=tenant.id,
+            started_at=t1,
+            completed_at=t1_end,
+        )
+        # inserted_at is auto_now_add so override with .update() to recreate
+        # the overlap shape: short scan inserted later but completed earlier.
+        Scan.all_objects.filter(pk=scan_long.pk).update(inserted_at=t0)
+        Scan.all_objects.filter(pk=scan_short.pk).update(inserted_at=t1)
+        scan_long.refresh_from_db()
+        scan_short.refresh_from_db()
+
+        assert scan_short.inserted_at > scan_long.inserted_at
+        assert scan_long.completed_at > scan_short.completed_at
+
+        long_finding = Finding.objects.create(
+            tenant_id=tenant.id,
+            uid=f"{check_id}_long",
+            scan=scan_long,
+            delta=None,
+            status=Status.FAIL,
+            status_extended="long scan finding",
+            impact=Severity.high,
+            impact_extended="high",
+            severity=Severity.high,
+            raw_result={"status": Status.FAIL, "severity": Severity.high},
+            check_id=check_id,
+            check_metadata={
+                "CheckId": check_id,
+                "checktitle": "Overlap regression",
+                "Description": "Overlapping scan regression.",
+            },
+            first_seen_at=t0,
+            muted=False,
+        )
+        long_finding.add_resources([resource])
+
+        short_finding = Finding.objects.create(
+            tenant_id=tenant.id,
+            uid=f"{check_id}_short",
+            scan=scan_short,
+            delta="new",
+            status=Status.FAIL,
+            status_extended="short scan finding",
+            impact=Severity.high,
+            impact_extended="high",
+            severity=Severity.high,
+            raw_result={"status": Status.FAIL, "severity": Severity.high},
+            check_id=check_id,
+            check_metadata={
+                "CheckId": check_id,
+                "checktitle": "Overlap regression",
+                "Description": "Overlapping scan regression.",
+            },
+            first_seen_at=t1,
+            muted=False,
+        )
+        short_finding.add_resources([resource])
+
+        response = authenticated_client.get(
+            reverse(
+                "finding-group-latest_resources",
+                kwargs={"check_id": check_id},
+            ),
+        )
+        assert response.status_code == status.HTTP_200_OK
+        data = response.json()["data"]
+        assert len(data) == 1
+        attrs = data[0]["attributes"]
+        assert attrs["finding_id"] == str(long_finding.id)
+        assert attrs["delta"] is None

api/src/backend/api/utils.py

@@ -39,6 +39,7 @@ if TYPE_CHECKING:
     )
     from prowler.providers.openstack.openstack_provider import OpenstackProvider
     from prowler.providers.oraclecloud.oraclecloud_provider import OraclecloudProvider
+    from prowler.providers.vercel.vercel_provider import VercelProvider
 
 
 class CustomOAuth2Client(OAuth2Client):
@@ -94,6 +95,7 @@ def return_prowler_provider(
     | MongodbatlasProvider
     | OpenstackProvider
     | OraclecloudProvider
+    | VercelProvider
 ):
     """Return the Prowler provider class based on the given provider type.
 
@@ -175,6 +177,10 @@ def return_prowler_provider(
             from prowler.providers.image.image_provider import ImageProvider
 
             prowler_provider = ImageProvider
+        case Provider.ProviderChoices.VERCEL.value:
+            from prowler.providers.vercel.vercel_provider import VercelProvider
+
+            prowler_provider = VercelProvider
         case _:
             raise ValueError(f"Provider type {provider.provider} not supported")
     return prowler_provider
@@ -235,6 +241,11 @@ def get_prowler_provider_kwargs(
         # clouds_yaml_content, clouds_yaml_cloud and provider_id are validated
         # in the provider itself, so it's not needed here.
         pass
+    elif provider.provider == Provider.ProviderChoices.VERCEL.value:
+        prowler_provider_kwargs = {
+            **prowler_provider_kwargs,
+            "team_id": provider.uid,
+        }
     elif provider.provider == Provider.ProviderChoices.IMAGE.value:
         # Detect whether uid is a registry URL (e.g. "docker.io/andoniaf") or
         # a concrete image reference (e.g. "docker.io/andoniaf/myimage:latest").
@@ -281,6 +292,7 @@ def initialize_prowler_provider(
     | MongodbatlasProvider
     | OpenstackProvider
     | OraclecloudProvider
+    | VercelProvider
 ):
     """Initialize a Prowler provider instance based on the given provider type.
 
@@ -332,6 +344,13 @@ def prowler_provider_connection_test(provider: Provider) -> Connection:
             "raise_on_exception": False,
         }
         return prowler_provider.test_connection(**openstack_kwargs)
+    elif provider.provider == Provider.ProviderChoices.VERCEL.value:
+        vercel_kwargs = {
+            **prowler_provider_kwargs,
+            "team_id": provider.uid,
+            "raise_on_exception": False,
+        }
+        return prowler_provider.test_connection(**vercel_kwargs)
     elif provider.provider == Provider.ProviderChoices.IMAGE.value:
         image_kwargs = {
             "image": provider.uid,
@@ -415,8 +434,12 @@ def prowler_integration_connection_test(integration: Integration) -> Connection:
             raise_on_exception=False,
         )
         project_keys = jira_connection.projects if jira_connection.is_connected else {}
+        issue_types = (
+            jira_connection.issue_types if jira_connection.is_connected else {}
+        )
         with rls_transaction(str(integration.tenant_id)):
             integration.configuration["projects"] = project_keys
+            integration.configuration["issue_types"] = issue_types
             integration.save()
         return jira_connection
     elif integration.integration_type == Integration.IntegrationChoices.SLACK:

api/src/backend/api/v1/serializer_utils/integrations.py

@@ -69,8 +69,10 @@ class SecurityHubConfigSerializer(BaseValidateSerializer):
 
 class JiraConfigSerializer(BaseValidateSerializer):
     domain = serializers.CharField(read_only=True)
-    issue_types = serializers.ListField(
-        read_only=True, child=serializers.CharField(), default=["Task"]
+    issue_types = serializers.DictField(
+        read_only=True,
+        child=serializers.ListField(child=serializers.CharField()),
+        default={},
     )
     projects = serializers.DictField(read_only=True)
 

api/src/backend/api/v1/serializer_utils/providers.py

@@ -404,6 +404,17 @@ from rest_framework_json_api import serializers
                 },
                 "required": ["clouds_yaml_content", "clouds_yaml_cloud"],
             },
+            {
+                "type": "object",
+                "title": "Vercel API Token",
+                "properties": {
+                    "api_token": {
+                        "type": "string",
+                        "description": "Vercel API token for authentication. Can be scoped to a specific team.",
+                    },
+                },
+                "required": ["api_token"],
+            },
         ]
     }
 )

api/src/backend/api/v1/serializers.py

@@ -1573,6 +1573,8 @@ class BaseWriteProviderSecretSerializer(BaseWriteSerializer):
                 serializer = OpenStackCloudsYamlProviderSecret(data=secret)
             elif provider_type == Provider.ProviderChoices.IMAGE.value:
                 serializer = ImageProviderSecret(data=secret)
+            elif provider_type == Provider.ProviderChoices.VERCEL.value:
+                serializer = VercelProviderSecret(data=secret)
             else:
                 raise serializers.ValidationError(
                     {"provider": f"Provider type not supported {provider_type}"}
@@ -1779,6 +1781,13 @@ class ImageProviderSecret(serializers.Serializer):
         return attrs
 
 
+class VercelProviderSecret(serializers.Serializer):
+    api_token = serializers.CharField()
+
+    class Meta:
+        resource_name = "provider-secrets"
+
+
 class AlibabaCloudProviderSecret(serializers.Serializer):
     access_key_id = serializers.CharField()
     access_key_secret = serializers.CharField()
@@ -2713,11 +2722,11 @@ class BaseWriteIntegrationSerializer(BaseWriteSerializer):
                 )
             config_serializer = JiraConfigSerializer
             # Create non-editable configuration for JIRA integration
-            default_jira_issue_types = ["Task"]
+            # issue_types will be populated per project when connection is tested
             configuration.update(
                 {
                     "projects": {},
-                    "issue_types": default_jira_issue_types,
+                    "issue_types": {},
                     "domain": credentials.get("domain"),
                 }
             )
@@ -2932,13 +2941,25 @@ class IntegrationUpdateSerializer(BaseWriteIntegrationSerializer):
         return representation
 
 
+class IntegrationJiraIssueTypesSerializer(BaseSerializerV1):
+    """
+    Serializer for Jira issue types response.
+    """
+
+    project_key = serializers.CharField(read_only=True)
+    issue_types = serializers.ListField(child=serializers.CharField(), read_only=True)
+
+    class JSONAPIMeta:
+        resource_name = "jira-issue-types"
+
+
 class IntegrationJiraDispatchSerializer(BaseSerializerV1):
     """
     Serializer for dispatching findings to JIRA integration.
     """
 
     project_key = serializers.CharField(required=True)
-    issue_type = serializers.ChoiceField(required=True, choices=["Task"])
+    issue_type = serializers.CharField(required=True)
 
     class JSONAPIMeta:
         resource_name = "integrations-jira-dispatches"
@@ -2967,6 +2988,23 @@ class IntegrationJiraDispatchSerializer(BaseSerializerV1):
                 }
             )
 
+        issue_type = attrs.get("issue_type")
+        available_issue_types = integration_instance.configuration.get(
+            "issue_types", {}
+        )
+        # Handle old format where issue_types was a flat list (e.g., ["Task"])
+        if not isinstance(available_issue_types, dict):
+            available_issue_types = {}
+        project_issue_types = available_issue_types.get(project_key, [])
+        if project_issue_types and issue_type not in project_issue_types:
+            raise ValidationError(
+                {
+                    "issue_type": f"The issue type '{issue_type}' is not available for project '{project_key}'. "
+                    f"Available types: {', '.join(project_issue_types)}. "
+                    "Refresh the connection if this is an error."
+                }
+            )
+
         return validated_attrs
 
 
@@ -4147,6 +4185,7 @@ class FindingGroupSerializer(BaseSerializerV1):
     check_description = serializers.CharField(required=False, allow_null=True)
     severity = serializers.CharField()
     status = serializers.CharField()
+    muted = serializers.BooleanField()
     impacted_providers = serializers.ListField(
         child=serializers.CharField(), required=False
     )
@@ -4154,9 +4193,25 @@ class FindingGroupSerializer(BaseSerializerV1):
     resources_total = serializers.IntegerField()
     pass_count = serializers.IntegerField()
     fail_count = serializers.IntegerField()
+    manual_count = serializers.IntegerField()
+    pass_muted_count = serializers.IntegerField()
+    fail_muted_count = serializers.IntegerField()
+    manual_muted_count = serializers.IntegerField()
     muted_count = serializers.IntegerField()
     new_count = serializers.IntegerField()
     changed_count = serializers.IntegerField()
+    new_fail_count = serializers.IntegerField()
+    new_fail_muted_count = serializers.IntegerField()
+    new_pass_count = serializers.IntegerField()
+    new_pass_muted_count = serializers.IntegerField()
+    new_manual_count = serializers.IntegerField()
+    new_manual_muted_count = serializers.IntegerField()
+    changed_fail_count = serializers.IntegerField()
+    changed_fail_muted_count = serializers.IntegerField()
+    changed_pass_count = serializers.IntegerField()
+    changed_pass_muted_count = serializers.IntegerField()
+    changed_manual_count = serializers.IntegerField()
+    changed_manual_muted_count = serializers.IntegerField()
     first_seen_at = serializers.DateTimeField(required=False, allow_null=True)
     last_seen_at = serializers.DateTimeField(required=False, allow_null=True)
     failing_since = serializers.DateTimeField(required=False, allow_null=True)
@@ -4170,14 +4225,18 @@ class FindingGroupResourceSerializer(BaseSerializerV1):
     Serializer for Finding Group Resources - resources within a finding group.
 
     Returns individual resources with their current status, severity,
-    and timing information.
+    and timing information. Orphan findings (without any resource) expose the
+    finding id as `id` so the row stays identifiable in the UI.
     """
 
-    id = serializers.UUIDField(source="resource_id")
+    id = serializers.UUIDField(source="row_id")
     resource = serializers.SerializerMethodField()
     provider = serializers.SerializerMethodField()
+    finding_id = serializers.UUIDField()
     status = serializers.CharField()
     severity = serializers.CharField()
+    muted = serializers.BooleanField()
+    delta = serializers.CharField(required=False, allow_null=True)
     first_seen_at = serializers.DateTimeField(required=False, allow_null=True)
     last_seen_at = serializers.DateTimeField(required=False, allow_null=True)
     muted_reason = serializers.CharField(required=False, allow_null=True)

api/src/backend/config/celery.py

@@ -17,8 +17,10 @@ celery_app.config_from_object("django.conf:settings", namespace="CELERY")
 celery_app.conf.update(result_extended=True, result_expires=None)
 
 celery_app.conf.broker_transport_options = {
-    "visibility_timeout": BROKER_VISIBILITY_TIMEOUT
+    "visibility_timeout": BROKER_VISIBILITY_TIMEOUT,
+    "queue_order_strategy": "priority",
 }
+celery_app.conf.task_default_priority = 6
 celery_app.conf.result_backend_transport_options = {
     "visibility_timeout": BROKER_VISIBILITY_TIMEOUT
 }

api/src/backend/config/guniconf.py

@@ -15,7 +15,7 @@ from config.django.production import LOGGING as DJANGO_LOGGERS, DEBUG  # noqa: E
 from config.custom_logging import BackendLogger  # noqa: E402
 
 BIND_ADDRESS = env("DJANGO_BIND_ADDRESS", default="127.0.0.1")
-PORT = env("DJANGO_PORT", default=8000)
+PORT = env("DJANGO_PORT", default=8080)
 
 # Server settings
 bind = f"{BIND_ADDRESS}:{PORT}"

api/src/backend/conftest.py

@@ -565,6 +565,12 @@ def providers_fixture(tenants_fixture):
         alias="googleworkspace_testing",
         tenant_id=tenant.id,
     )
+    provider13 = Provider.objects.create(
+        provider="vercel",
+        uid="team_abcdef1234567890ab",
+        alias="vercel_testing",
+        tenant_id=tenant.id,
+    )
 
     return (
         provider1,
@@ -579,6 +585,7 @@ def providers_fixture(tenants_fixture):
         provider10,
         provider11,
         provider12,
+        provider13,
     )
 
 

api/src/backend/tasks/jobs/attack_paths/aws.py

@@ -1,6 +1,8 @@
 # Portions of this file are based on code from the Cartography project
 # (https://github.com/cartography-cncf/cartography), which is licensed under the Apache 2.0 License.
 
+import time
+
 from typing import Any
 
 import aioboto3
@@ -33,7 +35,7 @@ def start_aws_ingestion(
 
     For the scan progress updates:
         - The caller of this function (`tasks.jobs.attack_paths.scan.run`) has set it to 2.
-        - When the control returns to the caller, it will be set to 95.
+        - When the control returns to the caller, it will be set to 93.
     """
 
     # Initialize variables common to all jobs
@@ -89,34 +91,50 @@ def start_aws_ingestion(
         logger.info(
             f"Syncing function permission_relationships for AWS account {prowler_api_provider.uid}"
         )
+        t0 = time.perf_counter()
         cartography_aws.RESOURCE_FUNCTIONS["permission_relationships"](**sync_args)
+        logger.info(
+            f"Synced function permission_relationships for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+        )
     db_utils.update_attack_paths_scan_progress(attack_paths_scan, 88)
 
     if "resourcegroupstaggingapi" in requested_syncs:
         logger.info(
             f"Syncing function resourcegroupstaggingapi for AWS account {prowler_api_provider.uid}"
         )
+        t0 = time.perf_counter()
         cartography_aws.RESOURCE_FUNCTIONS["resourcegroupstaggingapi"](**sync_args)
+        logger.info(
+            f"Synced function resourcegroupstaggingapi for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+        )
     db_utils.update_attack_paths_scan_progress(attack_paths_scan, 89)
 
     logger.info(
         f"Syncing ec2_iaminstanceprofile scoped analysis for AWS account {prowler_api_provider.uid}"
     )
+    t0 = time.perf_counter()
     cartography_aws.run_scoped_analysis_job(
         "aws_ec2_iaminstanceprofile.json",
         neo4j_session,
         common_job_parameters,
     )
+    logger.info(
+        f"Synced ec2_iaminstanceprofile scoped analysis for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+    )
     db_utils.update_attack_paths_scan_progress(attack_paths_scan, 90)
 
     logger.info(
         f"Syncing lambda_ecr analysis for AWS account {prowler_api_provider.uid}"
     )
+    t0 = time.perf_counter()
     cartography_aws.run_analysis_job(
         "aws_lambda_ecr.json",
         neo4j_session,
         common_job_parameters,
     )
+    logger.info(
+        f"Synced lambda_ecr analysis for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+    )
 
     if all(
         s in requested_syncs
@@ -125,25 +143,34 @@ def start_aws_ingestion(
         logger.info(
             f"Syncing lb_container_exposure scoped analysis for AWS account {prowler_api_provider.uid}"
         )
+        t0 = time.perf_counter()
         cartography_aws.run_scoped_analysis_job(
             "aws_lb_container_exposure.json",
             neo4j_session,
             common_job_parameters,
         )
+        logger.info(
+            f"Synced lb_container_exposure scoped analysis for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+        )
 
     if all(s in requested_syncs for s in ["ec2:network_acls", "ec2:load_balancer_v2"]):
         logger.info(
             f"Syncing lb_nacl_direct scoped analysis for AWS account {prowler_api_provider.uid}"
         )
+        t0 = time.perf_counter()
         cartography_aws.run_scoped_analysis_job(
             "aws_lb_nacl_direct.json",
             neo4j_session,
             common_job_parameters,
         )
+        logger.info(
+            f"Synced lb_nacl_direct scoped analysis for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+        )
 
     db_utils.update_attack_paths_scan_progress(attack_paths_scan, 91)
 
     logger.info(f"Syncing metadata for AWS account {prowler_api_provider.uid}")
+    t0 = time.perf_counter()
     cartography_aws.merge_module_sync_metadata(
         neo4j_session,
         group_type="AWSAccount",
@@ -152,24 +179,23 @@ def start_aws_ingestion(
         update_tag=cartography_config.update_tag,
         stat_handler=cartography_aws.stat_handler,
     )
+    logger.info(
+        f"Synced metadata for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+    )
     db_utils.update_attack_paths_scan_progress(attack_paths_scan, 92)
 
     # Removing the added extra field
     del common_job_parameters["AWS_ID"]
 
-    logger.info(f"Syncing cleanup_job for AWS account {prowler_api_provider.uid}")
-    cartography_aws.run_cleanup_job(
-        "aws_post_ingestion_principals_cleanup.json",
-        neo4j_session,
-        common_job_parameters,
-    )
-    db_utils.update_attack_paths_scan_progress(attack_paths_scan, 93)
-
     logger.info(f"Syncing analysis for AWS account {prowler_api_provider.uid}")
+    t0 = time.perf_counter()
     cartography_aws._perform_aws_analysis(
         requested_syncs, neo4j_session, common_job_parameters
     )
-    db_utils.update_attack_paths_scan_progress(attack_paths_scan, 94)
+    logger.info(
+        f"Synced analysis for AWS account {prowler_api_provider.uid} in {time.perf_counter() - t0:.3f}s"
+    )
+    db_utils.update_attack_paths_scan_progress(attack_paths_scan, 93)
 
     return failed_syncs
 
@@ -234,6 +260,8 @@ def sync_aws_account(
             )
 
             try:
+                func_t0 = time.perf_counter()
+
                 # `ecr:image_layers` uses `aioboto3_session` instead of `boto3_session`
                 if func_name == "ecr:image_layers":
                     cartography_aws.RESOURCE_FUNCTIONS[func_name](
@@ -257,7 +285,15 @@ def sync_aws_account(
                 else:
                     cartography_aws.RESOURCE_FUNCTIONS[func_name](**sync_args)
 
+                logger.info(
+                    f"Synced function {func_name} for AWS account {prowler_api_provider.uid} in {time.perf_counter() - func_t0:.3f}s"
+                )
+
             except Exception as e:
+                logger.info(
+                    f"Synced function {func_name} for AWS account {prowler_api_provider.uid} in {time.perf_counter() - func_t0:.3f}s (FAILED)"
+                )
+
                 exception_message = utils.stringify_exception(
                     e, f"Exception for AWS sync function: {func_name}"
                 )
@@ -277,3 +313,16 @@ def sync_aws_account(
             )
 
     return failed_syncs
+
+
+def extract_short_uid(uid: str) -> str:
+    """Return the short identifier from an AWS ARN or resource ID.
+
+    Supported inputs end in one of:
+      - `<type>/<id>`        (e.g. `instance/i-xxx`)
+      - `<type>:<id>`        (e.g. `function:name`)
+      - `<id>`               (e.g. `bucket-name` or `i-xxx`)
+
+    If `uid` is already a short resource ID, it is returned unchanged.
+    """
+    return uid.rsplit("/", 1)[-1].rsplit(":", 1)[-1]

api/src/backend/tasks/jobs/attack_paths/config.py

@@ -8,9 +8,9 @@ from tasks.jobs.attack_paths import aws
 # Batch size for Neo4j write operations (resource labeling, cleanup)
 BATCH_SIZE = env.int("ATTACK_PATHS_BATCH_SIZE", 1000)
 # Batch size for Postgres findings fetch (keyset pagination page size)
-FINDINGS_BATCH_SIZE = env.int("ATTACK_PATHS_FINDINGS_BATCH_SIZE", 500)
+FINDINGS_BATCH_SIZE = env.int("ATTACK_PATHS_FINDINGS_BATCH_SIZE", 1000)
 # Batch size for temp-to-tenant graph sync (nodes and relationships per cursor page)
-SYNC_BATCH_SIZE = env.int("ATTACK_PATHS_SYNC_BATCH_SIZE", 250)
+SYNC_BATCH_SIZE = env.int("ATTACK_PATHS_SYNC_BATCH_SIZE", 1000)
 
 # Neo4j internal labels (Prowler-specific, not provider-specific)
 # - `Internet`: Singleton node representing external internet access for exposed-resource queries
@@ -37,6 +37,8 @@ class ProviderConfig:
     # Label for resources connected to the account node, enabling indexed finding lookups.
     resource_label: str  # e.g., "_AWSResource"
     ingestion_function: Callable
+    # Maps a Postgres resource UID (e.g. full ARN) to the short-id form Cartography stores on some node types (e.g. `i-xxx` for EC2Instance).
+    short_uid_extractor: Callable[[str], str]
 
 
 # Provider Configurations
@@ -48,6 +50,7 @@ AWS_CONFIG = ProviderConfig(
     uid_field="arn",
     resource_label="_AWSResource",
     ingestion_function=aws.start_aws_ingestion,
+    short_uid_extractor=aws.extract_short_uid,
 )
 
 PROVIDER_CONFIGS: dict[str, ProviderConfig] = {
@@ -116,6 +119,21 @@ def get_provider_resource_label(provider_type: str) -> str:
     return config.resource_label if config else "_UnknownProviderResource"
 
 
+def _identity_short_uid(uid: str) -> str:
+    """Fallback short-uid extractor for providers without a custom mapping."""
+    return uid
+
+
+def get_short_uid_extractor(provider_type: str) -> Callable[[str], str]:
+    """Get the short-uid extractor for a provider type.
+
+    Returns an identity function when the provider is unknown, so callers can
+    rely on a callable always being returned.
+    """
+    config = PROVIDER_CONFIGS.get(provider_type)
+    return config.short_uid_extractor if config else _identity_short_uid
+
+
 # Dynamic Isolation Label Helpers
 # --------------------------------
 

api/src/backend/tasks/jobs/attack_paths/findings.py

@@ -5,14 +5,14 @@ This module handles:
 - Adding resource labels to Cartography nodes for efficient lookups
 - Loading Prowler findings into the graph
 - Linking findings to resources
-- Cleaning up stale findings
 """
 
 from collections import defaultdict
-from typing import Any, Generator
+from typing import Any, Callable, Generator
 from uuid import UUID
 
 import neo4j
+
 from cartography.config import Config as CartographyConfig
 from celery.utils.log import get_task_logger
 from tasks.jobs.attack_paths.config import (
@@ -21,10 +21,10 @@ from tasks.jobs.attack_paths.config import (
     get_node_uid_field,
     get_provider_resource_label,
     get_root_node_label,
+    get_short_uid_extractor,
 )
 from tasks.jobs.attack_paths.queries import (
     ADD_RESOURCE_LABEL_TEMPLATE,
-    CLEANUP_FINDINGS_TEMPLATE,
     INSERT_FINDING_TEMPLATE,
     render_cypher_template,
 )
@@ -58,7 +58,9 @@ _DB_QUERY_FIELDS = [
 ]
 
 
-def _to_neo4j_dict(record: dict[str, Any], resource_uid: str) -> dict[str, Any]:
+def _to_neo4j_dict(
+    record: dict[str, Any], resource_uid: str, resource_short_uid: str
+) -> dict[str, Any]:
     """Transform a Django `.values()` record into a `dict` ready for Neo4j ingestion."""
     return {
         "id": str(record["id"]),
@@ -76,6 +78,7 @@ def _to_neo4j_dict(record: dict[str, Any], resource_uid: str) -> dict[str, Any]:
         "muted": record["muted"],
         "muted_reason": record["muted_reason"],
         "resource_uid": resource_uid,
+        "resource_short_uid": resource_short_uid,
     }
 
 
@@ -88,18 +91,21 @@ def analysis(
     prowler_api_provider: Provider,
     scan_id: str,
     config: CartographyConfig,
-) -> None:
+) -> tuple[int, int]:
     """
     Main entry point for Prowler findings analysis.
 
-    Adds resource labels, loads findings, and cleans up stale data.
+    Adds resource labels and loads findings.
+    Returns (labeled_nodes, findings_loaded).
     """
-    add_resource_label(
+    total_labeled = add_resource_label(
         neo4j_session, prowler_api_provider.provider, str(prowler_api_provider.uid)
     )
     findings_data = stream_findings_with_resources(prowler_api_provider, scan_id)
-    load_findings(neo4j_session, findings_data, prowler_api_provider, config)
-    cleanup_findings(neo4j_session, prowler_api_provider, config)
+    total_loaded = load_findings(
+        neo4j_session, findings_data, prowler_api_provider, config
+    )
+    return total_labeled, total_loaded
 
 
 def add_resource_label(
@@ -149,12 +155,11 @@ def load_findings(
     findings_batches: Generator[list[dict[str, Any]], None, None],
     prowler_api_provider: Provider,
     config: CartographyConfig,
-) -> None:
+) -> int:
     """Load Prowler findings into the graph, linking them to resources."""
     query = render_cypher_template(
         INSERT_FINDING_TEMPLATE,
         {
-            "__ROOT_NODE_LABEL__": get_root_node_label(prowler_api_provider.provider),
             "__NODE_UID_FIELD__": get_node_uid_field(prowler_api_provider.provider),
             "__RESOURCE_LABEL__": get_provider_resource_label(
                 prowler_api_provider.provider
@@ -163,13 +168,14 @@ def load_findings(
     )
 
     parameters = {
-        "provider_uid": str(prowler_api_provider.uid),
         "last_updated": config.update_tag,
         "prowler_version": ProwlerConfig.prowler_version,
     }
 
     batch_num = 0
     total_records = 0
+    edges_merged = 0
+    edges_dropped = 0
     for batch in findings_batches:
         batch_num += 1
         batch_size = len(batch)
@@ -178,31 +184,16 @@ def load_findings(
         parameters["findings_data"] = batch
 
         logger.info(f"Loading findings batch {batch_num} ({batch_size} records)")
-        neo4j_session.run(query, parameters)
+        summary = neo4j_session.run(query, parameters).single()
+        if summary is not None:
+            edges_merged += summary.get("merged_count", 0)
+            edges_dropped += summary.get("dropped_count", 0)
 
-    logger.info(f"Finished loading {total_records} records in {batch_num} batches")
-
-
-def cleanup_findings(
-    neo4j_session: neo4j.Session,
-    prowler_api_provider: Provider,
-    config: CartographyConfig,
-) -> None:
-    """Remove stale findings (classic Cartography behaviour)."""
-    parameters = {
-        "last_updated": config.update_tag,
-        "batch_size": BATCH_SIZE,
-    }
-
-    batch = 1
-    deleted_count = 1
-    while deleted_count > 0:
-        logger.info(f"Cleaning findings batch {batch}")
-
-        result = neo4j_session.run(CLEANUP_FINDINGS_TEMPLATE, parameters)
-
-        deleted_count = result.single().get("deleted_findings_count", 0)
-        batch += 1
+    logger.info(
+        f"Finished loading {total_records} records in {batch_num} batches "
+        f"(edges_merged={edges_merged}, edges_dropped={edges_dropped})"
+    )
+    return total_records
 
 
 # Findings Streaming (Generator-based)
@@ -226,8 +217,9 @@ def stream_findings_with_resources(
     )
 
     tenant_id = prowler_api_provider.tenant_id
+    short_uid_extractor = get_short_uid_extractor(prowler_api_provider.provider)
     for batch in _paginate_findings(tenant_id, scan_id):
-        enriched = _enrich_batch_with_resources(batch, tenant_id)
+        enriched = _enrich_batch_with_resources(batch, tenant_id, short_uid_extractor)
         if enriched:
             yield enriched
 
@@ -273,7 +265,9 @@ def _fetch_findings_batch(
     with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
         # Use `all_objects` to get `Findings` even on soft-deleted `Providers`
         # But even the provider is already validated as active in this context
-        qs = FindingModel.all_objects.filter(scan_id=scan_id).order_by("id")
+        qs = FindingModel.all_objects.filter(
+            tenant_id=tenant_id, scan_id=scan_id
+        ).order_by("id")
 
         if after_id is not None:
             qs = qs.filter(id__gt=after_id)
@@ -288,6 +282,7 @@ def _fetch_findings_batch(
 def _enrich_batch_with_resources(
     findings_batch: list[dict[str, Any]],
     tenant_id: str,
+    short_uid_extractor: Callable[[str], str],
 ) -> list[dict[str, Any]]:
     """
     Enrich findings with their resource UIDs.
@@ -299,7 +294,7 @@ def _enrich_batch_with_resources(
     resource_map = _build_finding_resource_map(finding_ids, tenant_id)
 
     return [
-        _to_neo4j_dict(finding, resource_uid)
+        _to_neo4j_dict(finding, resource_uid, short_uid_extractor(resource_uid))
         for finding in findings_batch
         for resource_uid in resource_map.get(finding["id"], [])
     ]

api/src/backend/tasks/jobs/attack_paths/indexes.py

@@ -13,14 +13,13 @@ from tasks.jobs.attack_paths.config import (
 logger = get_task_logger(__name__)
 
 
-# Indexes for Prowler findings and resource lookups
+# Indexes for Prowler Findings and resource lookups
 FINDINGS_INDEX_STATEMENTS = [
     # Resource indexes for Prowler Finding lookups
     "CREATE INDEX aws_resource_arn IF NOT EXISTS FOR (n:_AWSResource) ON (n.arn);",
     "CREATE INDEX aws_resource_id IF NOT EXISTS FOR (n:_AWSResource) ON (n.id);",
     # Prowler Finding indexes
     f"CREATE INDEX prowler_finding_id IF NOT EXISTS FOR (n:{PROWLER_FINDING_LABEL}) ON (n.id);",
-    f"CREATE INDEX prowler_finding_lastupdated IF NOT EXISTS FOR (n:{PROWLER_FINDING_LABEL}) ON (n.lastupdated);",
     f"CREATE INDEX prowler_finding_status IF NOT EXISTS FOR (n:{PROWLER_FINDING_LABEL}) ON (n.status);",
     # Internet node index for MERGE lookups
     f"CREATE INDEX internet_id IF NOT EXISTS FOR (n:{INTERNET_NODE_LABEL}) ON (n.id);",

api/src/backend/tasks/jobs/attack_paths/queries.py

@@ -32,63 +32,59 @@ ADD_RESOURCE_LABEL_TEMPLATE = """
 """
 
 INSERT_FINDING_TEMPLATE = f"""
-    MATCH (account:__ROOT_NODE_LABEL__ {{id: $provider_uid}})
     UNWIND $findings_data AS finding_data
 
-    OPTIONAL MATCH (account)-->(resource_by_uid:__RESOURCE_LABEL__)
-        WHERE resource_by_uid.__NODE_UID_FIELD__ = finding_data.resource_uid
-    WITH account, finding_data, resource_by_uid
-
-    OPTIONAL MATCH (account)-->(resource_by_id:__RESOURCE_LABEL__)
+    OPTIONAL MATCH (resource_by_uid:__RESOURCE_LABEL__ {{__NODE_UID_FIELD__: finding_data.resource_uid}})
+    OPTIONAL MATCH (resource_by_id:__RESOURCE_LABEL__ {{id: finding_data.resource_uid}})
         WHERE resource_by_uid IS NULL
-            AND resource_by_id.id = finding_data.resource_uid
-    WITH account, finding_data, COALESCE(resource_by_uid, resource_by_id) AS resource
-        WHERE resource IS NOT NULL
+    OPTIONAL MATCH (resource_by_short:__RESOURCE_LABEL__ {{id: finding_data.resource_short_uid}})
+        WHERE resource_by_uid IS NULL AND resource_by_id IS NULL
+    WITH finding_data,
+         resource_by_uid,
+         resource_by_id,
+         head(collect(resource_by_short)) AS resource_by_short
+    WITH finding_data,
+         COALESCE(resource_by_uid, resource_by_id, resource_by_short) AS resource
 
-    MERGE (finding:{PROWLER_FINDING_LABEL} {{id: finding_data.id}})
-        ON CREATE SET
-            finding.id = finding_data.id,
-            finding.uid = finding_data.uid,
-            finding.inserted_at = finding_data.inserted_at,
-            finding.updated_at = finding_data.updated_at,
-            finding.first_seen_at = finding_data.first_seen_at,
-            finding.scan_id = finding_data.scan_id,
-            finding.delta = finding_data.delta,
-            finding.status = finding_data.status,
-            finding.status_extended = finding_data.status_extended,
-            finding.severity = finding_data.severity,
-            finding.check_id = finding_data.check_id,
-            finding.check_title = finding_data.check_title,
-            finding.muted = finding_data.muted,
-            finding.muted_reason = finding_data.muted_reason,
-            finding.firstseen = timestamp(),
-            finding.lastupdated = $last_updated,
-            finding._module_name = 'cartography:prowler',
-            finding._module_version = $prowler_version
-        ON MATCH SET
-            finding.status = finding_data.status,
-            finding.status_extended = finding_data.status_extended,
-            finding.lastupdated = $last_updated
+    FOREACH (_ IN CASE WHEN resource IS NOT NULL THEN [1] ELSE [] END |
+        MERGE (finding:{PROWLER_FINDING_LABEL} {{id: finding_data.id}})
+            ON CREATE SET
+                finding.id = finding_data.id,
+                finding.uid = finding_data.uid,
+                finding.inserted_at = finding_data.inserted_at,
+                finding.updated_at = finding_data.updated_at,
+                finding.first_seen_at = finding_data.first_seen_at,
+                finding.scan_id = finding_data.scan_id,
+                finding.delta = finding_data.delta,
+                finding.status = finding_data.status,
+                finding.status_extended = finding_data.status_extended,
+                finding.severity = finding_data.severity,
+                finding.check_id = finding_data.check_id,
+                finding.check_title = finding_data.check_title,
+                finding.muted = finding_data.muted,
+                finding.muted_reason = finding_data.muted_reason,
+                finding.firstseen = timestamp(),
+                finding.lastupdated = $last_updated,
+                finding._module_name = 'cartography:prowler',
+                finding._module_version = $prowler_version
+            ON MATCH SET
+                finding.status = finding_data.status,
+                finding.status_extended = finding_data.status_extended,
+                finding.lastupdated = $last_updated
+        MERGE (resource)-[rel:HAS_FINDING]->(finding)
+            ON CREATE SET
+                rel.firstseen = timestamp(),
+                rel.lastupdated = $last_updated,
+                rel._module_name = 'cartography:prowler',
+                rel._module_version = $prowler_version
+            ON MATCH SET
+                rel.lastupdated = $last_updated
+    )
 
-    MERGE (resource)-[rel:HAS_FINDING]->(finding)
-        ON CREATE SET
-            rel.firstseen = timestamp(),
-            rel.lastupdated = $last_updated,
-            rel._module_name = 'cartography:prowler',
-            rel._module_version = $prowler_version
-        ON MATCH SET
-            rel.lastupdated = $last_updated
-"""
+    WITH sum(CASE WHEN resource IS NOT NULL THEN 1 ELSE 0 END) AS merged_count,
+         sum(CASE WHEN resource IS NULL THEN 1 ELSE 0 END) AS dropped_count
 
-CLEANUP_FINDINGS_TEMPLATE = f"""
-    MATCH (finding:{PROWLER_FINDING_LABEL})
-        WHERE finding.lastupdated < $last_updated
-
-    WITH finding LIMIT $batch_size
-
-    DETACH DELETE finding
-
-    RETURN COUNT(finding) AS deleted_findings_count
+    RETURN merged_count, dropped_count
 """
 
 # Internet queries (used by internet.py)

api/src/backend/tasks/jobs/attack_paths/scan.py

@@ -55,6 +55,7 @@ exception propagates to Celery.
 
 import logging
 import time
+
 from typing import Any
 
 from cartography.config import Config as CartographyConfig
@@ -144,6 +145,12 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
         attack_paths_scan, task_id, tenant_cartography_config
     )
 
+    scan_t0 = time.perf_counter()
+    logger.info(
+        f"Starting Attack Paths scan ({attack_paths_scan.id}) for "
+        f"{prowler_api_provider.provider.upper()} provider {prowler_api_provider.id}"
+    )
+
     subgraph_dropped = False
     sync_completed = False
     provider_gated = False
@@ -169,6 +176,7 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
             db_utils.update_attack_paths_scan_progress(attack_paths_scan, 2)
 
             # The real scan, where iterates over cloud services
+            t0 = time.perf_counter()
             ingestion_exceptions = utils.call_within_event_loop(
                 cartography_ingestion_function,
                 tmp_neo4j_session,
@@ -177,19 +185,23 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
                 prowler_sdk_provider,
                 attack_paths_scan,
             )
+            logger.info(
+                f"Cartography ingestion completed in {time.perf_counter() - t0:.3f}s "
+                f"(failed_syncs={len(ingestion_exceptions)})"
+            )
 
             # Post-processing: Just keeping it to be more Cartography compliant
             logger.info(
                 f"Syncing Cartography ontology for AWS account {prowler_api_provider.uid}"
             )
             cartography_ontology.run(tmp_neo4j_session, tmp_cartography_config)
-            db_utils.update_attack_paths_scan_progress(attack_paths_scan, 95)
+            db_utils.update_attack_paths_scan_progress(attack_paths_scan, 94)
 
             logger.info(
                 f"Syncing Cartography analysis for AWS account {prowler_api_provider.uid}"
             )
             cartography_analysis.run(tmp_neo4j_session, tmp_cartography_config)
-            db_utils.update_attack_paths_scan_progress(attack_paths_scan, 96)
+            db_utils.update_attack_paths_scan_progress(attack_paths_scan, 95)
 
             # Creating Internet node and CAN_ACCESS relationships
             logger.info(
@@ -198,14 +210,20 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
             internet.analysis(
                 tmp_neo4j_session, prowler_api_provider, tmp_cartography_config
             )
+            db_utils.update_attack_paths_scan_progress(attack_paths_scan, 96)
 
             # Adding Prowler Finding nodes and relationships
             logger.info(
                 f"Syncing Prowler analysis for AWS account {prowler_api_provider.uid}"
             )
-            findings.analysis(
+            t0 = time.perf_counter()
+            labeled_nodes, findings_loaded = findings.analysis(
                 tmp_neo4j_session, prowler_api_provider, scan_id, tmp_cartography_config
             )
+            logger.info(
+                f"Prowler analysis completed in {time.perf_counter() - t0:.3f}s "
+                f"(findings={findings_loaded}, labeled_nodes={labeled_nodes})"
+            )
             db_utils.update_attack_paths_scan_progress(attack_paths_scan, 97)
 
         logger.info(
@@ -227,22 +245,33 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
         logger.info(f"Deleting existing provider graph in {tenant_database_name}")
         db_utils.set_provider_graph_data_ready(attack_paths_scan, False)
         provider_gated = True
-        graph_database.drop_subgraph(
+
+        t0 = time.perf_counter()
+        deleted_nodes = graph_database.drop_subgraph(
             database=tenant_database_name,
             provider_id=str(prowler_api_provider.id),
         )
+        logger.info(
+            f"Deleted existing provider graph in {time.perf_counter() - t0:.3f}s "
+            f"(deleted_nodes={deleted_nodes})"
+        )
         subgraph_dropped = True
         db_utils.update_attack_paths_scan_progress(attack_paths_scan, 98)
 
         logger.info(
             f"Syncing graph from {tmp_database_name} into {tenant_database_name}"
         )
-        sync.sync_graph(
+        t0 = time.perf_counter()
+        sync_result = sync.sync_graph(
             source_database=tmp_database_name,
             target_database=tenant_database_name,
             tenant_id=str(prowler_api_provider.tenant_id),
             provider_id=str(prowler_api_provider.id),
         )
+        logger.info(
+            f"Synced graph in {time.perf_counter() - t0:.3f}s "
+            f"(nodes={sync_result['nodes']}, relationships={sync_result['relationships']})"
+        )
         sync_completed = True
         db_utils.set_graph_data_ready(attack_paths_scan, True)
         db_utils.update_attack_paths_scan_progress(attack_paths_scan, 99)
@@ -250,17 +279,16 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
         logger.info(f"Clearing Neo4j cache for database {tenant_database_name}")
         graph_database.clear_cache(tenant_database_name)
 
-        logger.info(
-            f"Completed Cartography ({attack_paths_scan.id}) for "
-            f"{prowler_api_provider.provider.upper()} provider {prowler_api_provider.id}"
-        )
-
         logger.info(f"Dropping temporary Neo4j database {tmp_database_name}")
         graph_database.drop_database(tmp_database_name)
 
         db_utils.finish_attack_paths_scan(
             attack_paths_scan, StateChoices.COMPLETED, ingestion_exceptions
         )
+        logger.info(
+            f"Attack Paths scan completed in {time.perf_counter() - scan_t0:.3f}s "
+            f"(state=completed, failed_syncs={len(ingestion_exceptions)})"
+        )
         return ingestion_exceptions
 
     except Exception as e:

api/src/backend/tasks/jobs/attack_paths/sync.py

@@ -5,6 +5,8 @@ This module handles syncing graph data from temporary scan databases
 to the tenant database, adding provider isolation labels and properties.
 """
 
+import time
+
 from collections import defaultdict
 from typing import Any
 
@@ -81,6 +83,7 @@ def sync_nodes(
     Source and target sessions are opened sequentially per batch to avoid
     holding two Bolt connections simultaneously for the entire sync duration.
     """
+    t0 = time.perf_counter()
     last_id = -1
     total_synced = 0
 
@@ -117,7 +120,7 @@ def sync_nodes(
 
         total_synced += batch_count
         logger.info(
-            f"Synced {total_synced} nodes from {source_database} to {target_database}"
+            f"Synced {total_synced} nodes from {source_database} to {target_database} in {time.perf_counter() - t0:.3f}s"
         )
 
     return total_synced
@@ -136,6 +139,7 @@ def sync_relationships(
     Source and target sessions are opened sequentially per batch to avoid
     holding two Bolt connections simultaneously for the entire sync duration.
     """
+    t0 = time.perf_counter()
     last_id = -1
     total_synced = 0
 
@@ -166,7 +170,7 @@ def sync_relationships(
 
         total_synced += batch_count
         logger.info(
-            f"Synced {total_synced} relationships from {source_database} to {target_database}"
+            f"Synced {total_synced} relationships from {source_database} to {target_database} in {time.perf_counter() - t0:.3f}s"
         )
 
     return total_synced

api/src/backend/tasks/jobs/export.py

@@ -32,9 +32,13 @@ from prowler.lib.outputs.compliance.cis.cis_aws import AWSCIS
 from prowler.lib.outputs.compliance.cis.cis_azure import AzureCIS
 from prowler.lib.outputs.compliance.cis.cis_gcp import GCPCIS
 from prowler.lib.outputs.compliance.cis.cis_github import GithubCIS
+from prowler.lib.outputs.compliance.cis.cis_googleworkspace import GoogleWorkspaceCIS
 from prowler.lib.outputs.compliance.cis.cis_kubernetes import KubernetesCIS
 from prowler.lib.outputs.compliance.cis.cis_m365 import M365CIS
 from prowler.lib.outputs.compliance.cis.cis_oraclecloud import OracleCloudCIS
+from prowler.lib.outputs.compliance.cisa_scuba.cisa_scuba_googleworkspace import (
+    GoogleWorkspaceCISASCuBA,
+)
 from prowler.lib.outputs.compliance.csa.csa_alibabacloud import AlibabaCloudCSA
 from prowler.lib.outputs.compliance.csa.csa_aws import AWSCSA
 from prowler.lib.outputs.compliance.csa.csa_azure import AzureCSA
@@ -93,7 +97,7 @@ COMPLIANCE_CLASS_MAP = {
         (lambda name: name.startswith("iso27001_"), AWSISO27001),
         (lambda name: name.startswith("kisa"), AWSKISAISMSP),
         (lambda name: name == "prowler_threatscore_aws", ProwlerThreatScoreAWS),
-        (lambda name: name == "ccc_aws", CCC_AWS),
+        (lambda name: name.startswith("ccc_"), CCC_AWS),
         (lambda name: name.startswith("c5_"), AWSC5),
         (lambda name: name.startswith("csa_"), AWSCSA),
     ],
@@ -102,7 +106,7 @@ COMPLIANCE_CLASS_MAP = {
         (lambda name: name == "mitre_attack_azure", AzureMitreAttack),
         (lambda name: name.startswith("ens_"), AzureENS),
         (lambda name: name.startswith("iso27001_"), AzureISO27001),
-        (lambda name: name == "ccc_azure", CCC_Azure),
+        (lambda name: name.startswith("ccc_"), CCC_Azure),
         (lambda name: name == "prowler_threatscore_azure", ProwlerThreatScoreAzure),
         (lambda name: name == "c5_azure", AzureC5),
         (lambda name: name.startswith("csa_"), AzureCSA),
@@ -113,7 +117,7 @@ COMPLIANCE_CLASS_MAP = {
         (lambda name: name.startswith("ens_"), GCPENS),
         (lambda name: name.startswith("iso27001_"), GCPISO27001),
         (lambda name: name == "prowler_threatscore_gcp", ProwlerThreatScoreGCP),
-        (lambda name: name == "ccc_gcp", CCC_GCP),
+        (lambda name: name.startswith("ccc_"), CCC_GCP),
         (lambda name: name == "c5_gcp", GCPC5),
         (lambda name: name.startswith("csa_"), GCPCSA),
     ],
@@ -133,6 +137,10 @@ COMPLIANCE_CLASS_MAP = {
     "github": [
         (lambda name: name.startswith("cis_"), GithubCIS),
     ],
+    "googleworkspace": [
+        (lambda name: name.startswith("cis_"), GoogleWorkspaceCIS),
+        (lambda name: name.startswith("cisa_scuba_"), GoogleWorkspaceCISASCuBA),
+    ],
     "iac": [
         # IaC provider doesn't have specific compliance frameworks yet
         # Trivy handles its own compliance checks

api/src/backend/tasks/jobs/scan.py

@@ -752,11 +752,19 @@ def _process_finding_micro_batch(
             )
 
         if mappings_to_create:
-            ResourceFindingMapping.objects.bulk_create(
+            created_mappings = ResourceFindingMapping.objects.bulk_create(
                 mappings_to_create,
                 batch_size=SCAN_DB_BATCH_SIZE,
                 ignore_conflicts=True,
+                unique_fields=["tenant_id", "resource_id", "finding_id"],
             )
+            inserted = sum(1 for m in created_mappings if m.pk)
+            if inserted != len(mappings_to_create):
+                logger.error(
+                    f"scan {scan_instance.id}: expected "
+                    f"{len(mappings_to_create)} ResourceFindingMapping rows, "
+                    f"inserted {inserted}. Rolling back micro-batch."
+                )
 
         # Update finding denormalized arrays
         findings_to_update = []
@@ -1190,6 +1198,9 @@ def aggregate_findings(tenant_id: str, scan_id: str):
             )
             for agg in aggregation
         }
+        # Delete first so re-runs (e.g. post-mute reaggregation) don't hit
+        # the `unique_scan_summary` constraint.
+        ScanSummary.objects.filter(tenant_id=tenant_id, scan_id=scan_id).delete()
         ScanSummary.objects.bulk_create(scan_aggregations, batch_size=3000)
 
 
@@ -1803,7 +1814,10 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
             output_field=IntegerField(),
         )
 
-        # Aggregate findings by check_id for this scan
+        # Aggregate findings by check_id for this scan.
+        # `pass_count`, `fail_count` and `manual_count` only count non-muted
+        # findings. Muted findings are tracked separately via the
+        # `*_muted_count` fields.
         aggregated = (
             Finding.objects.filter(
                 tenant_id=tenant_id,
@@ -1814,9 +1828,50 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
                 severity_order=Max(severity_case),
                 pass_count=Count("id", filter=Q(status="PASS", muted=False)),
                 fail_count=Count("id", filter=Q(status="FAIL", muted=False)),
+                manual_count=Count("id", filter=Q(status="MANUAL", muted=False)),
+                pass_muted_count=Count("id", filter=Q(status="PASS", muted=True)),
+                fail_muted_count=Count("id", filter=Q(status="FAIL", muted=True)),
+                manual_muted_count=Count("id", filter=Q(status="MANUAL", muted=True)),
                 muted_count=Count("id", filter=Q(muted=True)),
+                nonmuted_count=Count("id", filter=Q(muted=False)),
                 new_count=Count("id", filter=Q(delta="new", muted=False)),
                 changed_count=Count("id", filter=Q(delta="changed", muted=False)),
+                new_fail_count=Count(
+                    "id", filter=Q(delta="new", status="FAIL", muted=False)
+                ),
+                new_fail_muted_count=Count(
+                    "id", filter=Q(delta="new", status="FAIL", muted=True)
+                ),
+                new_pass_count=Count(
+                    "id", filter=Q(delta="new", status="PASS", muted=False)
+                ),
+                new_pass_muted_count=Count(
+                    "id", filter=Q(delta="new", status="PASS", muted=True)
+                ),
+                new_manual_count=Count(
+                    "id", filter=Q(delta="new", status="MANUAL", muted=False)
+                ),
+                new_manual_muted_count=Count(
+                    "id", filter=Q(delta="new", status="MANUAL", muted=True)
+                ),
+                changed_fail_count=Count(
+                    "id", filter=Q(delta="changed", status="FAIL", muted=False)
+                ),
+                changed_fail_muted_count=Count(
+                    "id", filter=Q(delta="changed", status="FAIL", muted=True)
+                ),
+                changed_pass_count=Count(
+                    "id", filter=Q(delta="changed", status="PASS", muted=False)
+                ),
+                changed_pass_muted_count=Count(
+                    "id", filter=Q(delta="changed", status="PASS", muted=True)
+                ),
+                changed_manual_count=Count(
+                    "id", filter=Q(delta="changed", status="MANUAL", muted=False)
+                ),
+                changed_manual_muted_count=Count(
+                    "id", filter=Q(delta="changed", status="MANUAL", muted=True)
+                ),
                 resources_total=Count("resources__id", distinct=True),
                 resources_fail=Count(
                     "resources__id",
@@ -1824,7 +1879,9 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
                     filter=Q(status="FAIL", muted=False),
                 ),
                 # Use prefixed names to avoid conflict with model field names
-                agg_first_seen_at=Min("first_seen_at"),
+                agg_first_seen_at=Min(
+                    "first_seen_at", filter=Q(delta="new", muted=False)
+                ),
                 agg_last_seen_at=Max("inserted_at"),
                 agg_failing_since=Min(
                     "first_seen_at", filter=Q(status="FAIL", muted=False)
@@ -1893,9 +1950,26 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
                     severity_order=row["severity_order"] or 1,
                     pass_count=row["pass_count"],
                     fail_count=row["fail_count"],
+                    manual_count=row["manual_count"],
+                    pass_muted_count=row["pass_muted_count"],
+                    fail_muted_count=row["fail_muted_count"],
+                    manual_muted_count=row["manual_muted_count"],
                     muted_count=row["muted_count"],
+                    muted=row["nonmuted_count"] == 0,
                     new_count=row["new_count"],
                     changed_count=row["changed_count"],
+                    new_fail_count=row["new_fail_count"],
+                    new_fail_muted_count=row["new_fail_muted_count"],
+                    new_pass_count=row["new_pass_count"],
+                    new_pass_muted_count=row["new_pass_muted_count"],
+                    new_manual_count=row["new_manual_count"],
+                    new_manual_muted_count=row["new_manual_muted_count"],
+                    changed_fail_count=row["changed_fail_count"],
+                    changed_fail_muted_count=row["changed_fail_muted_count"],
+                    changed_pass_count=row["changed_pass_count"],
+                    changed_pass_muted_count=row["changed_pass_muted_count"],
+                    changed_manual_count=row["changed_manual_count"],
+                    changed_manual_muted_count=row["changed_manual_muted_count"],
                     resources_total=row["resources_total"],
                     resources_fail=row["resources_fail"],
                     first_seen_at=row["agg_first_seen_at"],
@@ -1915,9 +1989,26 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
                     "severity_order",
                     "pass_count",
                     "fail_count",
+                    "manual_count",
+                    "pass_muted_count",
+                    "fail_muted_count",
+                    "manual_muted_count",
                     "muted_count",
+                    "muted",
                     "new_count",
                     "changed_count",
+                    "new_fail_count",
+                    "new_fail_muted_count",
+                    "new_pass_count",
+                    "new_pass_muted_count",
+                    "new_manual_count",
+                    "new_manual_muted_count",
+                    "changed_fail_count",
+                    "changed_fail_muted_count",
+                    "changed_pass_count",
+                    "changed_pass_muted_count",
+                    "changed_manual_count",
+                    "changed_manual_muted_count",
                     "resources_total",
                     "resources_fail",
                     "first_seen_at",

api/src/backend/tasks/tasks.py

@@ -771,26 +771,67 @@ def aggregate_finding_group_summaries_task(tenant_id: str, scan_id: str):
 )
 @set_tenant(keep_tenant=True)
 def reaggregate_all_finding_group_summaries_task(tenant_id: str):
-    """Reaggregate finding group summaries for all providers' latest completed scans."""
-    latest_scan_ids = list(
-        Scan.objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-        .order_by("provider_id", "-completed_at", "-inserted_at")
-        .distinct("provider_id")
-        .values_list("id", flat=True)
-    )
-    if latest_scan_ids:
-        logger.info(
-            "Reaggregating finding group summaries for %d scans: %s",
-            len(latest_scan_ids),
-            latest_scan_ids,
+    """Reaggregate every pre-aggregated summary table for this tenant.
+
+    Mirrors the unbounded scope of `mute_historical_findings_task`: that task
+    rewrites every Finding row whose UID matches a mute rule, with no time
+    limit. To keep the pre-aggregated tables consistent with that update,
+    this task re-runs the same per-scan aggregation pipeline that scan
+    completion runs on the latest completed scan of every (provider, day)
+    pair, rebuilding the three tables that power the read endpoints:
+
+      - `ScanSummary` and `DailySeveritySummary` -> `/overviews/findings`,
+        `/overviews/findings-severity`, `/overviews/services`.
+      - `FindingGroupDailySummary` -> `/finding-groups` and
+        `/finding-groups/latest`.
+
+    Per-scan pipelines are dispatched in parallel via a Celery group so
+    wallclock scales with the worker pool.
+    """
+    completed_scans = list(
+        Scan.objects.filter(
+            tenant_id=tenant_id,
+            state=StateChoices.COMPLETED,
+            completed_at__isnull=False,
         )
+        .order_by("-completed_at")
+        .values("id", "completed_at", "provider_id")
+    )
+
+    # Keep the latest scan per (provider, day) pair so the daily summary row
+    # the aggregator writes is the most recent snapshot of that day for that
+    # provider. Iterating from most recent to oldest means the first scan we
+    # see for a given key wins.
+    latest_scans: dict[tuple, str] = {}
+    for scan in completed_scans:
+        key = (scan["provider_id"], scan["completed_at"].date())
+        if key not in latest_scans:
+            latest_scans[key] = str(scan["id"])
+
+    scan_ids = list(latest_scans.values())
+    if scan_ids:
+        logger.info(
+            "Reaggregating overview/finding summaries for %d scans (provider x day)",
+            len(scan_ids),
+        )
+        # DailySeveritySummary reads from ScanSummary, so ScanSummary must be
+        # recomputed first; FindingGroupDailySummary reads from Finding
+        # directly and can run in parallel with the severity step.
         group(
-            aggregate_finding_group_summaries_task.si(
-                tenant_id=tenant_id, scan_id=str(scan_id)
+            chain(
+                perform_scan_summary_task.si(tenant_id=tenant_id, scan_id=scan_id),
+                group(
+                    aggregate_daily_severity_task.si(
+                        tenant_id=tenant_id, scan_id=scan_id
+                    ),
+                    aggregate_finding_group_summaries_task.si(
+                        tenant_id=tenant_id, scan_id=scan_id
+                    ),
+                ),
             )
-            for scan_id in latest_scan_ids
+            for scan_id in scan_ids
         ).apply_async()
-    return {"scans_reaggregated": len(latest_scan_ids)}
+    return {"scans_reaggregated": len(scan_ids)}
 
 
 @shared_task(base=RLSTask, name="lighthouse-connection-check")

api/src/backend/tasks/tests/test_attack_paths_scan.py

@@ -38,11 +38,14 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.finish_attack_paths_scan")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.sync.sync_graph")
-    @patch("tasks.jobs.attack_paths.scan.graph_database.drop_subgraph")
+    @patch(
+        "tasks.jobs.attack_paths.scan.sync.sync_graph",
+        return_value={"nodes": 0, "relationships": 0},
+    )
+    @patch("tasks.jobs.attack_paths.scan.graph_database.drop_subgraph", return_value=0)
     @patch("tasks.jobs.attack_paths.scan.indexes.create_sync_indexes")
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_ontology.run")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -188,7 +191,7 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -287,7 +290,7 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -390,7 +393,7 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -489,14 +492,17 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.sync.sync_graph")
+    @patch(
+        "tasks.jobs.attack_paths.scan.sync.sync_graph",
+        return_value={"nodes": 0, "relationships": 0},
+    )
     @patch(
         "tasks.jobs.attack_paths.scan.graph_database.drop_subgraph",
         side_effect=RuntimeError("drop failed"),
     )
     @patch("tasks.jobs.attack_paths.scan.indexes.create_sync_indexes")
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_ontology.run")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -609,7 +615,7 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.graph_database.drop_subgraph")
     @patch("tasks.jobs.attack_paths.scan.indexes.create_sync_indexes")
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_ontology.run")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -718,11 +724,14 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.sync.sync_graph")
+    @patch(
+        "tasks.jobs.attack_paths.scan.sync.sync_graph",
+        return_value={"nodes": 0, "relationships": 0},
+    )
     @patch("tasks.jobs.attack_paths.scan.graph_database.drop_subgraph")
     @patch("tasks.jobs.attack_paths.scan.indexes.create_sync_indexes")
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_ontology.run")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -833,14 +842,17 @@ class TestAttackPathsRun:
     @patch("tasks.jobs.attack_paths.scan.db_utils.set_provider_graph_data_ready")
     @patch("tasks.jobs.attack_paths.scan.db_utils.update_attack_paths_scan_progress")
     @patch("tasks.jobs.attack_paths.scan.db_utils.starting_attack_paths_scan")
-    @patch("tasks.jobs.attack_paths.scan.sync.sync_graph")
+    @patch(
+        "tasks.jobs.attack_paths.scan.sync.sync_graph",
+        return_value={"nodes": 0, "relationships": 0},
+    )
     @patch(
         "tasks.jobs.attack_paths.scan.graph_database.drop_subgraph",
         side_effect=RuntimeError("drop failed"),
     )
     @patch("tasks.jobs.attack_paths.scan.indexes.create_sync_indexes")
     @patch("tasks.jobs.attack_paths.scan.internet.analysis")
-    @patch("tasks.jobs.attack_paths.scan.findings.analysis")
+    @patch("tasks.jobs.attack_paths.scan.findings.analysis", return_value=(0, 0))
     @patch("tasks.jobs.attack_paths.scan.indexes.create_findings_indexes")
     @patch("tasks.jobs.attack_paths.scan.cartography_ontology.run")
     @patch("tasks.jobs.attack_paths.scan.cartography_analysis.run")
@@ -1273,11 +1285,13 @@ class TestAttackPathsFindingsHelpers:
         config = SimpleNamespace(update_tag=12345)
         mock_session = MagicMock()
 
+        first_result = MagicMock()
+        first_result.single.return_value = {"merged_count": 1, "dropped_count": 0}
+        second_result = MagicMock()
+        second_result.single.return_value = {"merged_count": 0, "dropped_count": 1}
+        mock_session.run.side_effect = [first_result, second_result]
+
         with (
-            patch(
-                "tasks.jobs.attack_paths.findings.get_root_node_label",
-                return_value="AWSAccount",
-            ),
             patch(
                 "tasks.jobs.attack_paths.findings.get_node_uid_field",
                 return_value="arn",
@@ -1286,6 +1300,7 @@ class TestAttackPathsFindingsHelpers:
                 "tasks.jobs.attack_paths.findings.get_provider_resource_label",
                 return_value="_AWSResource",
             ),
+            patch("tasks.jobs.attack_paths.findings.logger") as mock_logger,
         ):
             findings_module.load_findings(
                 mock_session, findings_generator(), provider, config
@@ -1294,26 +1309,16 @@ class TestAttackPathsFindingsHelpers:
         assert mock_session.run.call_count == 2
         for call_args in mock_session.run.call_args_list:
             params = call_args.args[1]
-            assert params["provider_uid"] == str(provider.uid)
             assert params["last_updated"] == config.update_tag
             assert "findings_data" in params
 
-    def test_cleanup_findings_runs_batches(self, providers_fixture):
-        provider = providers_fixture[0]
-        config = SimpleNamespace(update_tag=1024)
-        mock_session = MagicMock()
-
-        first_batch = MagicMock()
-        first_batch.single.return_value = {"deleted_findings_count": 3}
-        second_batch = MagicMock()
-        second_batch.single.return_value = {"deleted_findings_count": 0}
-        mock_session.run.side_effect = [first_batch, second_batch]
-
-        findings_module.cleanup_findings(mock_session, provider, config)
-
-        assert mock_session.run.call_count == 2
-        params = mock_session.run.call_args.args[1]
-        assert params["last_updated"] == config.update_tag
+        summary_log = next(
+            call_args.args[0]
+            for call_args in mock_logger.info.call_args_list
+            if call_args.args and "Finished loading" in call_args.args[0]
+        )
+        assert "edges_merged=1" in summary_log
+        assert "edges_dropped=1" in summary_log
 
     def test_stream_findings_with_resources_returns_latest_scan_data(
         self,
@@ -1494,11 +1499,12 @@ class TestAttackPathsFindingsHelpers:
             "default",
         ):
             result = findings_module._enrich_batch_with_resources(
-                [finding_dict], str(tenant.id)
+                [finding_dict], str(tenant.id), lambda uid: f"short:{uid}"
             )
 
         assert len(result) == 1
         assert result[0]["resource_uid"] == resource.uid
+        assert result[0]["resource_short_uid"] == f"short:{resource.uid}"
         assert result[0]["id"] == str(finding.id)
         assert result[0]["status"] == "FAIL"
 
@@ -1582,7 +1588,7 @@ class TestAttackPathsFindingsHelpers:
             "default",
         ):
             result = findings_module._enrich_batch_with_resources(
-                [finding_dict], str(tenant.id)
+                [finding_dict], str(tenant.id), lambda uid: uid
             )
 
         assert len(result) == 3
@@ -1656,7 +1662,7 @@ class TestAttackPathsFindingsHelpers:
             patch("tasks.jobs.attack_paths.findings.logger") as mock_logger,
         ):
             result = findings_module._enrich_batch_with_resources(
-                [finding_dict], str(tenant.id)
+                [finding_dict], str(tenant.id), lambda uid: uid
             )
 
         assert len(result) == 0
@@ -1690,10 +1696,6 @@ class TestAttackPathsFindingsHelpers:
             yield  # Make it a generator
 
         with (
-            patch(
-                "tasks.jobs.attack_paths.findings.get_root_node_label",
-                return_value="AWSAccount",
-            ),
             patch(
                 "tasks.jobs.attack_paths.findings.get_node_uid_field",
                 return_value="arn",
@@ -1707,6 +1709,63 @@ class TestAttackPathsFindingsHelpers:
 
         mock_session.run.assert_not_called()
 
+    @pytest.mark.parametrize(
+        "uid, expected",
+        [
+            (
+                "arn:aws:ec2:us-east-1:552455647653:instance/i-05075b63eb51baacb",
+                "i-05075b63eb51baacb",
+            ),
+            (
+                "arn:aws:ec2:us-east-1:123456789012:volume/vol-0abcd1234ef567890",
+                "vol-0abcd1234ef567890",
+            ),
+            (
+                "arn:aws:ec2:us-east-1:123456789012:security-group/sg-0123abcd",
+                "sg-0123abcd",
+            ),
+            ("arn:aws:s3:::my-bucket-name", "my-bucket-name"),
+            ("arn:aws:iam::123456789012:role/MyRole", "MyRole"),
+            (
+                "arn:aws:lambda:us-east-1:123456789012:function:my-function",
+                "my-function",
+            ),
+            ("i-05075b63eb51baacb", "i-05075b63eb51baacb"),
+        ],
+    )
+    def test_extract_short_uid_aws_variants(self, uid, expected):
+        from tasks.jobs.attack_paths.aws import extract_short_uid
+
+        assert extract_short_uid(uid) == expected
+
+    def test_insert_finding_template_has_short_id_fallback(self):
+        from tasks.jobs.attack_paths.queries import (
+            INSERT_FINDING_TEMPLATE,
+            render_cypher_template,
+        )
+
+        rendered = render_cypher_template(
+            INSERT_FINDING_TEMPLATE,
+            {
+                "__NODE_UID_FIELD__": "arn",
+                "__RESOURCE_LABEL__": "_AWSResource",
+            },
+        )
+
+        assert (
+            "resource_by_uid:_AWSResource {arn: finding_data.resource_uid}" in rendered
+        )
+        assert "resource_by_id:_AWSResource {id: finding_data.resource_uid}" in rendered
+        assert (
+            "resource_by_short:_AWSResource {id: finding_data.resource_short_uid}"
+            in rendered
+        )
+        assert "head(collect(resource_by_short)) AS resource_by_short" in rendered
+        assert (
+            "COALESCE(resource_by_uid, resource_by_id, resource_by_short)" in rendered
+        )
+        assert "RETURN merged_count, dropped_count" in rendered
+
 
 class TestAddResourceLabel:
     def test_add_resource_label_applies_private_label(self):

api/src/backend/tasks/tests/test_scan.py

@@ -36,6 +36,7 @@ from api.models import (
     Provider,
     Resource,
     Scan,
+    ScanSummary,
     StateChoices,
     StatusChoices,
 )
@@ -3358,6 +3359,64 @@ class TestAggregateFindings:
         regions = {s.region for s in summaries}
         assert regions == {"us-east-1", "us-west-2"}
 
+    def test_aggregate_findings_is_idempotent_on_rerun(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        findings_fixture,
+    ):
+        """Re-running `aggregate_findings` for the same scan must not violate
+        the `unique_scan_summary` constraint, and the resulting row set for
+        the scan must match the single-run output. This is exercised by the
+        post-mute reaggregation pipeline, which re-dispatches
+        `perform_scan_summary_task` against scans whose summaries already
+        exist."""
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+
+        aggregate_findings(str(tenant.id), str(scan.id))
+        first_run_ids = set(
+            ScanSummary.all_objects.filter(
+                tenant_id=tenant.id, scan_id=scan.id
+            ).values_list("id", flat=True)
+        )
+        first_run_rows = list(
+            ScanSummary.all_objects.filter(tenant_id=tenant.id, scan_id=scan.id).values(
+                "check_id",
+                "service",
+                "severity",
+                "region",
+                "fail",
+                "_pass",
+                "muted",
+                "total",
+            )
+        )
+
+        # Second invocation must not raise and must replace the rows without
+        # leaving duplicates behind.
+        aggregate_findings(str(tenant.id), str(scan.id))
+        second_run_ids = set(
+            ScanSummary.all_objects.filter(
+                tenant_id=tenant.id, scan_id=scan.id
+            ).values_list("id", flat=True)
+        )
+        second_run_rows = list(
+            ScanSummary.all_objects.filter(tenant_id=tenant.id, scan_id=scan.id).values(
+                "check_id",
+                "service",
+                "severity",
+                "region",
+                "fail",
+                "_pass",
+                "muted",
+                "total",
+            )
+        )
+
+        assert second_run_rows == first_run_rows
+        assert first_run_ids.isdisjoint(second_run_ids)
+
 
 @pytest.mark.django_db
 class TestAggregateFindingsByRegion:

api/src/backend/tasks/tests/test_tasks.py

@@ -1,6 +1,6 @@
 import uuid
 from contextlib import contextmanager
-from datetime import datetime, timezone
+from datetime import datetime, timedelta, timezone
 from unittest.mock import MagicMock, patch
 
 import openai
@@ -2359,40 +2359,145 @@ class TestReaggregateAllFindingGroupSummaries:
     def setup_method(self):
         self.tenant_id = str(uuid.uuid4())
 
+    @patch("tasks.tasks.chain")
     @patch("tasks.tasks.group")
     @patch("tasks.tasks.aggregate_finding_group_summaries_task")
+    @patch("tasks.tasks.aggregate_daily_severity_task")
+    @patch("tasks.tasks.perform_scan_summary_task")
     @patch("tasks.tasks.Scan.objects.filter")
-    def test_dispatches_subtasks_for_each_provider(
-        self, mock_scan_filter, mock_agg_task, mock_group
+    def test_dispatches_subtasks_for_each_provider_per_day(
+        self,
+        mock_scan_filter,
+        mock_scan_summary_task,
+        mock_daily_severity_task,
+        mock_finding_group_task,
+        mock_group,
+        mock_chain,
     ):
-        scan_id_1 = uuid.uuid4()
-        scan_id_2 = uuid.uuid4()
-        mock_group_result = MagicMock()
-        mock_group.side_effect = lambda gen: (list(gen), mock_group_result)[1]
+        provider_id_1 = uuid.uuid4()
+        provider_id_2 = uuid.uuid4()
+        scan_id_today_p1 = uuid.uuid4()
+        scan_id_yesterday_p1 = uuid.uuid4()
+        scan_id_today_p2 = uuid.uuid4()
+        today = datetime.now(tz=timezone.utc)
+        yesterday = today - timedelta(days=1)
 
-        mock_scan_filter.return_value.order_by.return_value.distinct.return_value.values_list.return_value = [
-            scan_id_1,
-            scan_id_2,
+        mock_outer_group_result = MagicMock()
+        # The first `group()` call wraps the inner (severity, finding-group)
+        # parallel step; subsequent calls wrap the outer per-scan generator.
+        mock_group.side_effect = lambda *args, **kwargs: (
+            list(args[0]) if args and hasattr(args[0], "__iter__") else None,
+            mock_outer_group_result,
+        )[1]
+
+        mock_scan_filter.return_value.order_by.return_value.values.return_value = [
+            {
+                "id": scan_id_today_p1,
+                "completed_at": today,
+                "provider_id": provider_id_1,
+            },
+            {
+                "id": scan_id_today_p2,
+                "completed_at": today,
+                "provider_id": provider_id_2,
+            },
+            {
+                "id": scan_id_yesterday_p1,
+                "completed_at": yesterday,
+                "provider_id": provider_id_1,
+            },
         ]
 
         result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
 
-        assert result == {"scans_reaggregated": 2}
-        assert mock_agg_task.si.call_count == 2
-        mock_agg_task.si.assert_any_call(
-            tenant_id=self.tenant_id, scan_id=str(scan_id_1)
-        )
-        mock_agg_task.si.assert_any_call(
-            tenant_id=self.tenant_id, scan_id=str(scan_id_2)
-        )
-        mock_group_result.apply_async.assert_called_once()
+        assert result == {"scans_reaggregated": 3}
+        expected_scan_ids = {
+            str(scan_id_today_p1),
+            str(scan_id_today_p2),
+            str(scan_id_yesterday_p1),
+        }
+        for task_mock in (
+            mock_scan_summary_task,
+            mock_daily_severity_task,
+            mock_finding_group_task,
+        ):
+            assert task_mock.si.call_count == 3
+            dispatched = {
+                call.kwargs["scan_id"] for call in task_mock.si.call_args_list
+            }
+            assert dispatched == expected_scan_ids
+            for call in task_mock.si.call_args_list:
+                assert call.kwargs["tenant_id"] == self.tenant_id
+        assert mock_chain.call_count == 3
+        mock_outer_group_result.apply_async.assert_called_once()
 
+    @patch("tasks.tasks.chain")
+    @patch("tasks.tasks.group")
+    @patch("tasks.tasks.aggregate_finding_group_summaries_task")
+    @patch("tasks.tasks.aggregate_daily_severity_task")
+    @patch("tasks.tasks.perform_scan_summary_task")
+    @patch("tasks.tasks.Scan.objects.filter")
+    def test_dedupes_scans_to_latest_per_provider_per_day(
+        self,
+        mock_scan_filter,
+        mock_scan_summary_task,
+        mock_daily_severity_task,
+        mock_finding_group_task,
+        mock_group,
+        mock_chain,
+    ):
+        """When several scans run on the same day for the same provider, only
+        the latest one is dispatched (matching the daily summary unique key)."""
+        provider_id = uuid.uuid4()
+        latest_scan_today = uuid.uuid4()
+        earlier_scan_today = uuid.uuid4()
+        today_late = datetime.now(tz=timezone.utc)
+        today_early = today_late - timedelta(hours=4)
+
+        mock_outer_group_result = MagicMock()
+        mock_group.side_effect = lambda *args, **kwargs: (
+            list(args[0]) if args and hasattr(args[0], "__iter__") else None,
+            mock_outer_group_result,
+        )[1]
+
+        # Returned ordered by `-completed_at`, so the most recent comes first.
+        mock_scan_filter.return_value.order_by.return_value.values.return_value = [
+            {
+                "id": latest_scan_today,
+                "completed_at": today_late,
+                "provider_id": provider_id,
+            },
+            {
+                "id": earlier_scan_today,
+                "completed_at": today_early,
+                "provider_id": provider_id,
+            },
+        ]
+
+        result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
+
+        assert result == {"scans_reaggregated": 1}
+        for task_mock in (
+            mock_scan_summary_task,
+            mock_daily_severity_task,
+            mock_finding_group_task,
+        ):
+            task_mock.si.assert_called_once_with(
+                tenant_id=self.tenant_id, scan_id=str(latest_scan_today)
+            )
+        mock_chain.assert_called_once()
+        mock_outer_group_result.apply_async.assert_called_once()
+
+    @patch("tasks.tasks.chain")
     @patch("tasks.tasks.group")
     @patch("tasks.tasks.Scan.objects.filter")
-    def test_no_completed_scans_skips_dispatch(self, mock_scan_filter, mock_group):
-        mock_scan_filter.return_value.order_by.return_value.distinct.return_value.values_list.return_value = []
+    def test_no_completed_scans_skips_dispatch(
+        self, mock_scan_filter, mock_group, mock_chain
+    ):
+        mock_scan_filter.return_value.order_by.return_value.values.return_value = []
 
         result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
 
         assert result == {"scans_reaggregated": 0}
         mock_group.assert_not_called()
+        mock_chain.assert_not_called()

contrib/k8s/helm/prowler-app/templates/worker/deployment.yaml

@@ -34,6 +34,10 @@ spec:
       securityContext:
         {{- toYaml . | nindent 8 }}
       {{- end }}
+      {{- with .Values.worker.initContainers }}
+      initContainers:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
       containers:
         - name: worker
           {{- with .Values.worker.securityContext }}

contrib/k8s/helm/prowler-app/templates/worker_beat/deployment.yaml

@@ -32,6 +32,10 @@ spec:
       securityContext:
         {{- toYaml . | nindent 8 }}
       {{- end }}
+      {{- with .Values.worker_beat.initContainers }}
+      initContainers:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
       containers:
         - name: worker-beat
           {{- with .Values.worker_beat.securityContext }}

contrib/wazuh/prowler-wrapper.py

@@ -220,7 +220,7 @@ def _send_prowler_results(prowler_results, _prowler_version, options):
         try:
             _debug("RESULT MSG --- {0}".format(_check_result), 2)
             _check_result = json.loads(TEMPLATE_CHECK.format(_check_result))
-        except:
+        except Exception:
             _debug(
                 "INVALID JSON --- {0}".format(TEMPLATE_CHECK.format(_check_result)), 1
             )

docker-compose-dev.yml

@@ -1,4 +1,11 @@
 services:
+  api-dev-init:
+    image: busybox:1.37.0
+    volumes:
+      - ./_data/api:/data
+    command: ["sh", "-c", "chown -R 1000:1000 /data"]
+    restart: "no"
+
   api-dev:
     hostname: "prowler-api"
     image: prowler-api-dev
@@ -21,12 +28,20 @@ services:
       - ./_data/api:/home/prowler/.config/prowler-api
       - outputs:/tmp/prowler_api_output
     depends_on:
+      api-dev-init:
+        condition: service_completed_successfully
       postgres:
         condition: service_healthy
       valkey:
         condition: service_healthy
       neo4j:
         condition: service_healthy
+    healthcheck:
+      test: ["CMD-SHELL", "wget -q -O /dev/null http://127.0.0.1:${DJANGO_PORT:-8080}/api/v1/ || exit 1"]
+      interval: 10s
+      timeout: 5s
+      retries: 12
+      start_period: 60s
     entrypoint:
       - "/home/prowler/docker-entrypoint.sh"
       - "dev"
@@ -139,11 +154,7 @@ services:
       - ./api/docker-entrypoint.sh:/home/prowler/docker-entrypoint.sh
       - outputs:/tmp/prowler_api_output
     depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
-        condition: service_healthy
-      neo4j:
+      api-dev:
         condition: service_healthy
     ulimits:
       nofile:
@@ -165,11 +176,7 @@ services:
       - path: ./.env
         required: false
     depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
-        condition: service_healthy
-      neo4j:
+      api-dev:
         condition: service_healthy
     ulimits:
       nofile:

docker-compose.yml

@@ -5,6 +5,13 @@
 #   docker compose -f docker-compose-dev.yml up
 #
 services:
+  api-init:
+    image: busybox:1.37.0
+    volumes:
+      - ./_data/api:/data
+    command: ["sh", "-c", "chown -R 1000:1000 /data"]
+    restart: "no"
+
   api:
     hostname: "prowler-api"
     image: prowlercloud/prowler-api:${PROWLER_API_VERSION:-stable}
@@ -17,12 +24,20 @@ services:
       - ./_data/api:/home/prowler/.config/prowler-api
       - output:/tmp/prowler_api_output
     depends_on:
+      api-init:
+        condition: service_completed_successfully
       postgres:
         condition: service_healthy
       valkey:
         condition: service_healthy
       neo4j:
         condition: service_healthy
+    healthcheck:
+      test: ["CMD-SHELL", "wget -q -O /dev/null http://127.0.0.1:${DJANGO_PORT:-8080}/api/v1/ || exit 1"]
+      interval: 10s
+      timeout: 5s
+      retries: 12
+      start_period: 60s
     entrypoint:
       - "/home/prowler/docker-entrypoint.sh"
       - "prod"
@@ -114,9 +129,7 @@ services:
     volumes:
       - "output:/tmp/prowler_api_output"
     depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
+      api:
         condition: service_healthy
     ulimits:
       nofile:
@@ -132,9 +145,7 @@ services:
       - path: ./.env
         required: false
     depends_on:
-      valkey:
-        condition: service_healthy
-      postgres:
+      api:
         condition: service_healthy
     ulimits:
       nofile:

docs/developer-guide/introduction.mdx

@@ -118,18 +118,22 @@ In case you have any doubts, consult the [Poetry environment activation guide](h
 
 ### Pre-Commit Hooks
 
-This repository uses Git pre-commit hooks managed by the [pre-commit](https://pre-commit.com/) tool, it is installed with `poetry install --with dev`. Next, run the following command in the root of this repository:
+This repository uses Git pre-commit hooks managed by the [prek](https://prek.j178.dev/) tool, it is installed with `poetry install --with dev`. Next, run the following command in the root of this repository:
 
 ```shell
-pre-commit install
+prek install
 ```
 
 Successful installation should produce the following output:
 
 ```shell
-pre-commit installed at .git/hooks/pre-commit
+prek installed at `.git/hooks/pre-commit`
 ```
 
+<Warning>
+If pre-commit hooks were previously installed, run `prek install --overwrite` to replace the existing hook. Otherwise, both tools will run on each commit.
+</Warning>
+
 ### Code Quality and Security Checks
 
 Before merging pull requests, several automated checks and utilities ensure code security and updated dependencies:
@@ -163,6 +167,8 @@ These resources help ensure that AI-assisted contributions maintain consistency
 
 All dependencies are listed in the `pyproject.toml` file.
 
+The SDK keeps direct dependencies pinned to exact versions, while `poetry.lock` records the full resolved dependency tree and the artifact hashes for every package. Use `poetry install` from the lock file instead of ad-hoc `pip` installs when you need a reproducible environment.
+
 For proper code documentation, refer to the following and follow the code documentation practices presented there: [Google Python Style Guide - Comments and Docstrings](https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings).
 
 <Note>

docs/developer-guide/lighthouse-architecture.mdx

@@ -15,8 +15,7 @@ This document describes the internal architecture of Prowler Lighthouse AI, enab
 
 Lighthouse AI operates as a Langchain-based agent that connects Large Language Models (LLMs) with Prowler security data through the Model Context Protocol (MCP).
 
-<img className="block dark:hidden" src="/images/lighthouse-architecture-light.png" alt="Prowler Lighthouse Architecture" />
-<img className="hidden dark:block" src="/images/lighthouse-architecture-dark.png" alt="Prowler Lighthouse Architecture" />
+![Prowler Lighthouse Architecture](/images/lighthouse-architecture.png)
 
 ### Three-Tier Architecture
 

docs/developer-guide/provider.mdx

@@ -750,6 +750,35 @@ def init_parser(self):
     # More arguments for the provider.
 ```
 
+##### Sensitive CLI Arguments
+
+CLI flags that accept secrets (tokens, passwords, API keys) require special handling to protect credentials from leaking in HTML output and process listings:
+
+1. **Use `nargs="?"` with `default=None`** so the flag works both with and without an inline value. This allows the provider to fall back to an environment variable when no value is passed.
+2. **Add a `SENSITIVE_ARGUMENTS` frozenset** at the top of the `arguments.py` file listing every flag that accepts secret values:
+
+    ```python
+    SENSITIVE_ARGUMENTS = frozenset({"--your-provider-password", "--your-provider-token"})
+    ```
+
+    Prowler automatically discovers these frozensets and uses them to redact values in HTML output and warn users who pass secrets directly on the command line.
+
+3. **Document the environment variable** in the `help` text so users know the recommended alternative:
+
+    ```python
+    <provider_name>_parser.add_argument(
+        "--your-provider-password",
+        nargs="?",
+        default=None,
+        metavar="PASSWORD",
+        help="Password for authentication. We recommend using the YOUR_PROVIDER_PASSWORD environment variable instead.",
+    )
+    ```
+
+<Warning>
+Do not add new arguments that require passing secrets as CLI values without an environment variable fallback. Prowler CLI warns users when sensitive flags receive explicit values on the command line.
+</Warning>
+
 #### Step 5: Implement Mutelist
 
 **Explanation:**