fix(api): handle deleted scans during progress saves (#11697)

Co-authored-by: Josema Camacho <josema@prowler.com>

.env

@@ -6,14 +6,20 @@
 PROWLER_UI_VERSION="stable"
 AUTH_URL=http://localhost:3000
 API_BASE_URL=http://prowler-api:8080/api/v1
+# deprecated, use UI_API_BASE_URL
 NEXT_PUBLIC_API_BASE_URL=${API_BASE_URL}
+UI_API_BASE_URL=${API_BASE_URL}
+# deprecated, use UI_API_DOCS_URL
 NEXT_PUBLIC_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
+UI_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
 AUTH_TRUST_HOST=true
 UI_PORT=3000
 # openssl rand -base64 32
 AUTH_SECRET="N/c6mnaS5+SWq81+819OrzQZlmx1Vxtp/orjttJSmw8="
-# Google Tag Manager ID
+# Google Tag Manager ID (empty/unset ⇒ GTM not loaded, zero egress)
+# deprecated, use UI_GOOGLE_TAG_MANAGER_ID
 NEXT_PUBLIC_GOOGLE_TAG_MANAGER_ID=""
+UI_GOOGLE_TAG_MANAGER_ID=""
 
 #### MCP Server ####
 PROWLER_MCP_VERSION=stable
@@ -139,13 +145,19 @@ DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
 DJANGO_SENTRY_DSN=
 DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
 
-# Sentry settings
-SENTRY_ENVIRONMENT=local
+# Sentry for the web app (server + browser). Empty/unset UI_SENTRY_DSN ⇒
+# Sentry disabled, zero egress. SENTRY_RELEASE (unprefixed) feeds the web app's
+# server/edge SDKs.
+UI_SENTRY_DSN=
+UI_SENTRY_ENVIRONMENT=local
 SENTRY_RELEASE=local
-NEXT_PUBLIC_SENTRY_ENVIRONMENT=${SENTRY_ENVIRONMENT}
+# Reserved runtime public config (registered now; no UI consumer yet)
+# POSTHOG_KEY=
+# POSTHOG_HOST=
+# REO_DEV_CLIENT_ID=
 
 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.29.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.31.2
 
 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"

.github/CODEOWNERS

@@ -1,7 +1,6 @@
 # SDK
 /* @prowler-cloud/detection-remediation
 /prowler/ @prowler-cloud/detection-remediation
-/prowler/compliance/ @prowler-cloud/compliance
 /tests/ @prowler-cloud/detection-remediation
 /dashboard/ @prowler-cloud/detection-remediation
 /docs/ @prowler-cloud/detection-remediation

.github/actions/osv-scanner/action.yml

@@ -1,5 +1,5 @@
 name: 'OSV-Scanner'
-description: 'Install osv-scanner and scan a lockfile, failing on HIGH/CRITICAL/UNKNOWN severity findings. Posts/updates a PR comment with findings on pull_request events (requires pull-requests: write).'
+description: 'Install osv-scanner and scan a lockfile, failing on CRITICAL severity findings. Posts/updates a PR comment with findings on pull_request events (requires pull-requests: write).'
 author: 'Prowler'
 
 inputs:
@@ -7,9 +7,9 @@ inputs:
     description: 'Path to the lockfile to scan, relative to the repository root (e.g. uv.lock, api/uv.lock, ui/pnpm-lock.yaml).'
     required: true
   severity-levels:
-    description: 'Comma-separated severity levels that fail the scan. Default: HIGH,CRITICAL,UNKNOWN.'
+    description: 'Comma-separated severity levels that fail the scan. Default: CRITICAL.'
     required: false
-    default: 'HIGH,CRITICAL,UNKNOWN'
+    default: 'CRITICAL'
   version:
     description: 'osv-scanner release tag to install. When overriding, you MUST also override binary-sha256.'
     required: false

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

@@ -43,8 +43,17 @@ runs:
       if: github.repository_owner == 'prowler-cloud' && github.repository != 'prowler-cloud/prowler'
       shell: bash
       working-directory: ${{ inputs.working-directory }}
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
       run: |
-        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        LATEST_COMMIT=$(curl -sf \
+          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+          -H "Accept: application/vnd.github+json" \
+          "https://api.github.com/repos/prowler-cloud/prowler/commits/master" \
+          | jq -er '.sha') || {
+          echo "::error::Failed to fetch latest prowler/master commit from the GitHub API (HTTP error or missing .sha). Check the GITHUB_TOKEN and API rate limits."
+          exit 1
+        }
         echo "Latest commit hash: $LATEST_COMMIT"
         sed -i "s|\(git = \"https://github\.com/prowler-cloud/prowler\.git?rev=master\)#[a-f0-9]\{40\}\"|\1#${LATEST_COMMIT}\"|g" uv.lock
         echo "Updated uv.lock entry:"
@@ -54,8 +63,17 @@ runs:
       if: github.event_name == 'push' && github.ref == 'refs/heads/master' && github.repository == 'prowler-cloud/prowler'
       shell: bash
       working-directory: ${{ inputs.working-directory }}
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
       run: |
-        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        LATEST_COMMIT=$(curl -sf \
+          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+          -H "Accept: application/vnd.github+json" \
+          "https://api.github.com/repos/prowler-cloud/prowler/commits/master" \
+          | jq -er '.sha') || {
+          echo "::error::Failed to fetch latest prowler/master commit from the GitHub API (HTTP error or missing .sha). Check the GITHUB_TOKEN and API rate limits."
+          exit 1
+        }
         echo "Latest commit hash: $LATEST_COMMIT"
         sed -i "s|\(git = \"https://github\.com/prowler-cloud/prowler\.git?rev=master\)#[a-f0-9]\{40\}\"|\1#${LATEST_COMMIT}\"|g" uv.lock
         echo "Updated uv.lock entry:"

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

@@ -63,7 +63,7 @@ runs:
         exit-code: '0'
         scanners: 'vuln'
         timeout: '5m'
-        version: 'v0.69.2'
+        version: 'v0.71.0'
 
     - name: Run Trivy vulnerability scan (SARIF)
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'
@@ -76,7 +76,7 @@ runs:
         exit-code: '0'
         scanners: 'vuln'
         timeout: '5m'
-        version: 'v0.69.2'
+        version: 'v0.71.0'
 
     - name: Upload Trivy results to GitHub Security tab
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'

.github/labeler.yml

@@ -77,6 +77,11 @@ provider/okta:
       - any-glob-to-any-file: "prowler/providers/okta/**"
       - any-glob-to-any-file: "tests/providers/okta/**"
 
+provider/linode:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/linode/**"
+      - any-glob-to-any-file: "tests/providers/linode/**"
+
 github_actions:
   - changed-files:
       - any-glob-to-any-file: ".github/workflows/*"

.github/scripts/osv-scan.sh

@@ -6,8 +6,7 @@
 #   - .github/workflows/api-security.yml, sdk-security.yml, ui-security.yml
 #
 # Severity levels (comma-separated) are read from OSV_SEVERITY_LEVELS.
-# Default: HIGH,CRITICAL,UNKNOWN — preserves prior .safety-policy.yml policy
-#   (ignore-cvss-severity-below: 7 + ignore-cvss-unknown-severity: False).
+# Default: CRITICAL — only CVSS >= 9.0 findings fail the scan.
 # osv-scanner has no native CVSS threshold (google/osv-scanner#1400, closed
 # not-planned). Severity is derived from $group.max_severity (numeric CVSS
 # score string) which osv-scanner emits per group.
@@ -33,7 +32,7 @@ set -euo pipefail
 
 ROOT="$(git rev-parse --show-toplevel)"
 CONFIG="${ROOT}/osv-scanner.toml"
-SEVERITY_LEVELS="${OSV_SEVERITY_LEVELS:-HIGH,CRITICAL,UNKNOWN}"
+SEVERITY_LEVELS="${OSV_SEVERITY_LEVELS:-CRITICAL}"
 
 for bin in osv-scanner jq; do
   if ! command -v "${bin}" >/dev/null 2>&1; then

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'api/**'
-      - '.github/workflows/api-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -134,5 +131,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

.github/workflows/api-security.yml

@@ -16,13 +16,6 @@ on:
     branches:
       - "master"
       - "v5.*"
-    paths:
-      - 'api/**'
-      - '.github/workflows/api-tests.yml'
-      - '.github/workflows/api-security.yml'
-      - '.github/actions/setup-python-uv/**'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'mcp_server/**'
-      - '.github/workflows/mcp-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -127,5 +124,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

.github/workflows/mcp-security.yml

@@ -15,12 +15,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'mcp_server/pyproject.toml'
-      - 'mcp_server/uv.lock'
-      - '.github/workflows/mcp-security.yml'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -30,7 +24,6 @@ permissions: {}
 
 jobs:
   mcp-security-scans:
-    if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
     timeout-minutes: 15
     permissions:

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

@@ -29,6 +29,7 @@ jobs:
           - '3.10'
           - '3.11'
           - '3.12'
+          - '3.13'
 
     steps:
       - name: Harden Runner

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

@@ -15,12 +15,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'prowler/**'
-      - 'Dockerfile*'
-      - 'pyproject.toml'
-      - 'uv.lock'
-      - '.github/workflows/sdk-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -111,25 +105,14 @@ jobs:
         id: check-changes
         uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
-          files: ./**
+          files: |
+            prowler/**
+            Dockerfile*
+            pyproject.toml
+            uv.lock
+            .github/workflows/sdk-container-checks.yml
           files_ignore: |
-            .github/**
             prowler/CHANGELOG.md
-            docs/**
-            permissions/**
-            api/**
-            ui/**
-            dashboard/**
-            mcp_server/**
-            skills/**
-            README.md
-            mkdocs.yml
-            .backportrc.json
-            .env
-            docker-compose*
-            examples/**
-            .gitignore
-            contrib/**
             **/AGENTS.md
 
       - name: Set up Docker Buildx
@@ -153,5 +136,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

.github/workflows/sdk-security.yml

@@ -19,16 +19,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'prowler/**'
-      - 'tests/**'
-      - 'pyproject.toml'
-      - 'uv.lock'
-      - '.github/workflows/sdk-tests.yml'
-      - '.github/workflows/sdk-security.yml'
-      - '.github/actions/setup-python-uv/**'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -71,27 +61,18 @@ jobs:
         id: check-changes
         uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
-          files:
-            ./**
+          files: |
+            prowler/**
+            tests/**
+            pyproject.toml
+            uv.lock
+            .github/workflows/sdk-tests.yml
             .github/workflows/sdk-security.yml
+            .github/actions/setup-python-uv/**
+            .github/actions/osv-scanner/**
+            .github/scripts/osv-scan.sh
           files_ignore: |
-            .github/**
             prowler/CHANGELOG.md
-            docs/**
-            permissions/**
-            api/**
-            ui/**
-            dashboard/**
-            mcp_server/**
-            skills/**
-            README.md
-            mkdocs.yml
-            .backportrc.json
-            .env
-            docker-compose*
-            examples/**
-            .gitignore
-            contrib/**
             **/AGENTS.md
 
       - name: Setup Python with uv

.github/workflows/sdk-tests.yml

@@ -29,6 +29,7 @@ jobs:
           - '3.10'
           - '3.11'
           - '3.12'
+          - '3.13'
 
     steps:
       - name: Harden Runner
@@ -589,6 +590,57 @@ jobs:
           flags: prowler-py${{ matrix.python-version }}-stackit
           files: ./stackit_coverage.xml
 
+      # Linode Provider
+      - name: Check if Linode files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-linode
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            ./prowler/**/linode/**
+            ./tests/**/linode/**
+            ./uv.lock
+
+      - name: Run Linode tests
+        if: steps.changed-linode.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/linode --cov-report=xml:linode_coverage.xml tests/providers/linode
+
+      - name: Upload Linode coverage to Codecov
+        if: steps.changed-linode.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-linode
+          files: ./linode_coverage.xml
+
+      # External Provider (dynamic loading)
+      - name: Check if External Provider files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-external
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        with:
+          files: |
+            ./prowler/providers/common/**
+            ./prowler/config/**
+            ./prowler/lib/**
+            ./tests/providers/external/**
+            ./uv.lock
+
+      - name: Run External Provider tests
+        if: steps.changed-external.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/common --cov=./prowler/config --cov=./prowler/lib --cov-report=xml:external_coverage.xml tests/providers/external
+
+      - name: Upload External Provider coverage to Codecov
+        if: steps.changed-external.outputs.any_changed == 'true'
+
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-external
+          files: ./external_coverage.xml
+
       # Lib
       - name: Check if Lib files changed
         if: steps.check-changes.outputs.any_changed == 'true'

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

@@ -32,9 +32,6 @@ env:
   PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
   PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-ui
 
-  # Build args
-  NEXT_PUBLIC_API_BASE_URL: http://prowler-api:8080/api/v1
-
 permissions: {}
 
 jobs:
@@ -146,7 +143,6 @@ jobs:
           context: ${{ env.WORKING_DIRECTORY }}
           build-args: |
             NEXT_PUBLIC_PROWLER_RELEASE_VERSION=${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('v{0}', env.RELEASE_TAG) || needs.setup.outputs.short-sha }}
-            NEXT_PUBLIC_API_BASE_URL=${{ env.NEXT_PUBLIC_API_BASE_URL }}
           push: true
           platforms: ${{ matrix.platform }}
           tags: |

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'ui/**'
-      - '.github/workflows/ui-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -132,5 +129,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

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

@@ -40,7 +40,8 @@ jobs:
       AUTH_SECRET: 'fallback-ci-secret-for-testing'
       AUTH_TRUST_HOST: true
       NEXTAUTH_URL: 'http://localhost:3000'
-      NEXT_PUBLIC_API_BASE_URL: 'http://localhost:8080/api/v1'
+      AUTH_URL: 'http://localhost:3000'
+      UI_API_BASE_URL: 'http://localhost:8080/api/v1'
       E2E_ADMIN_USER: ${{ secrets.E2E_ADMIN_USER }}
       E2E_ADMIN_PASSWORD: ${{ secrets.E2E_ADMIN_PASSWORD }}
       E2E_AWS_PROVIDER_ACCOUNT_ID: ${{ secrets.E2E_AWS_PROVIDER_ACCOUNT_ID }}
@@ -77,6 +78,14 @@ jobs:
       E2E_ALIBABACLOUD_ACCESS_KEY_ID: ${{ secrets.E2E_ALIBABACLOUD_ACCESS_KEY_ID }}
       E2E_ALIBABACLOUD_ACCESS_KEY_SECRET: ${{ secrets.E2E_ALIBABACLOUD_ACCESS_KEY_SECRET }}
       E2E_ALIBABACLOUD_ROLE_ARN: ${{ secrets.E2E_ALIBABACLOUD_ROLE_ARN }}
+      E2E_OKTA_DOMAIN: ${{ secrets.E2E_OKTA_DOMAIN }}
+      E2E_OKTA_CLIENT_ID: ${{ secrets.E2E_OKTA_CLIENT_ID }}
+      E2E_OKTA_BASE64_PRIVATE_KEY: ${{ secrets.E2E_OKTA_BASE64_PRIVATE_KEY }}
+      E2E_GOOGLEWORKSPACE_CUSTOMER_ID: ${{ secrets.E2E_GOOGLEWORKSPACE_CUSTOMER_ID }}
+      E2E_GOOGLEWORKSPACE_SERVICE_ACCOUNT_JSON: ${{ secrets.E2E_GOOGLEWORKSPACE_SERVICE_ACCOUNT_JSON }}
+      E2E_GOOGLEWORKSPACE_DELEGATED_USER: ${{ secrets.E2E_GOOGLEWORKSPACE_DELEGATED_USER }}
+      E2E_VERCEL_TEAM_ID: ${{ secrets.E2E_VERCEL_TEAM_ID }}
+      E2E_VERCEL_API_TOKEN: ${{ secrets.E2E_VERCEL_API_TOKEN }}
       # Pass E2E paths from impact analysis
       E2E_TEST_PATHS: ${{ needs.impact-analysis.outputs.ui-e2e }}
       RUN_ALL_TESTS: ${{ needs.impact-analysis.outputs.run-all }}
@@ -134,7 +143,17 @@ jobs:
         # docker-compose.yml references prowlercloud/prowler-api:latest from the registry,
         # which lags behind PR changes; build locally so E2E exercises the API image
         # produced by this PR.
-        run: docker build -t prowlercloud/prowler-api:latest ./api
+        #
+        # The image installs the SDK from git@master (api/uv.lock), so a PR changing BOTH the SDK
+        # and the API would run against the OLD SDK and crash on startup. Overlay the checkout's
+        # SDK source so both run together. New SDK dependencies still need an api/uv.lock bump.
+        run: |
+          docker build -t prowlercloud/prowler-api:pr-base ./api
+          docker build -t prowlercloud/prowler-api:latest -f - prowler <<'DOCKERFILE'
+          FROM prowlercloud/prowler-api:pr-base
+          RUN rm -rf /home/prowler/.venv/lib/python3.12/site-packages/prowler
+          COPY --chown=prowler:prowler . /home/prowler/.venv/lib/python3.12/site-packages/prowler
+          DOCKERFILE
 
       - name: Start API services
         run: |
@@ -147,7 +166,7 @@ jobs:
           timeout=150
           elapsed=0
           while [ $elapsed -lt $timeout ]; do
-            if curl -s ${NEXT_PUBLIC_API_BASE_URL}/docs >/dev/null 2>&1; then
+            if curl -s ${UI_API_BASE_URL}/docs >/dev/null 2>&1; then
               echo "Prowler API is ready!"
               exit 0
             fi

.github/workflows/ui-security.yml

@@ -15,12 +15,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'ui/package.json'
-      - 'ui/pnpm-lock.yaml'
-      - '.github/workflows/ui-security.yml'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -30,7 +24,6 @@ permissions: {}
 
 jobs:
   ui-security-scans:
-    if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
     timeout-minutes: 15
     permissions:

.github/workflows/ui-tests.yml

@@ -131,6 +131,10 @@ jobs:
         if: steps.check-changes.outputs.any_changed == 'true'
         run: pnpm run healthcheck
 
+      - name: Check product-tour alignment
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pnpm run tour:check
+
       - name: Run pnpm audit
         if: steps.check-changes.outputs.any_changed == 'true'
         run: pnpm run audit

.pre-commit-config.yaml

@@ -7,6 +7,10 @@
 #   P50 — dependency validation
 
 default_install_hook_types: [pre-commit]
+# Hooks run on commit only by default;
+# NOTE: default_stages does NOT override a hook's manifest stages, so fixers shipping pre-push in their
+# manifest need an explicit stages: ["pre-commit"] below to stay off push.
+default_stages: [pre-commit]
 
 repos:
   ## GENERAL (prek built-in — no external repo needed)
@@ -21,13 +25,16 @@ repos:
       - id: check-json
         priority: 10
       - id: end-of-file-fixer
+        stages: ["pre-commit"]
         priority: 0
       - id: trailing-whitespace
+        stages: ["pre-commit"]
         priority: 0
       - id: no-commit-to-branch
         priority: 10
       - id: pretty-format-json
         args: ["--autofix", --no-sort-keys, --no-ensure-ascii]
+        stages: ["pre-commit"]
         priority: 10
 
   ## TOML
@@ -82,6 +89,7 @@ repos:
         name: "SDK - isort"
         files: { glob: ["{prowler,tests,dashboard,util,scripts}/**/*.py"] }
         args: ["--profile", "black"]
+        stages: ["pre-commit"]
         priority: 20
 
   - repo: https://github.com/psf/black

.trivyignore

@@ -0,0 +1,85 @@
+# Trivy ignore file for prowlercloud/prowler SDK container image.
+# Each entry below documents (a) the affected package and why it ships in the
+# image, (b) why the CVE is not exploitable in Prowler's runtime, and (c) the
+# upstream fix status. Entries carry an expiry so they auto-force re-review.
+# Entries are scoped per-package so suppressions cannot drift onto unrelated
+# packages that may be assigned the same CVE in the future.
+#
+# Scanned by: .github/actions/trivy-scan via .github/workflows/sdk-container-checks.yml
+
+# CVE-2026-42496 — perl-archive-tar path traversal via crafted symlinks.
+# CVE-2026-8376  — perl heap buffer overflow when compiling regex.
+# Packages: perl, perl-base, perl-modules-5.36, libperl5.36.
+# Why ignored: perl-base is part of Debian's "Essential: yes" set; it cannot be
+# removed without breaking dpkg. The Prowler SDK does not invoke perl at runtime;
+# neither vulnerable code path (Archive::Tar parsing or regex compilation of
+# attacker-controlled input) is reachable from Prowler. No Debian bookworm fix
+# is available yet.
+CVE-2026-42496 pkg:perl exp:2026-07-15
+CVE-2026-42496 pkg:perl-base exp:2026-07-15
+CVE-2026-42496 pkg:perl-modules-5.36 exp:2026-07-15
+CVE-2026-42496 pkg:libperl5.36 exp:2026-07-15
+CVE-2026-8376 pkg:perl exp:2026-07-15
+CVE-2026-8376 pkg:perl-base exp:2026-07-15
+CVE-2026-8376 pkg:perl-modules-5.36 exp:2026-07-15
+CVE-2026-8376 pkg:libperl5.36 exp:2026-07-15
+
+# CVE-2025-7458 — SQLite integer overflow.
+# Package: libsqlite3-0.
+# Why ignored: transitive dependency of CPython's stdlib sqlite3 module. The
+# Prowler SDK does not open user-supplied SQLite databases; SQLite usage is
+# internal and bounded. No Debian bookworm fix is available.
+CVE-2025-7458 pkg:libsqlite3-0 exp:2026-07-15
+
+# CVE-2026-43185 — Linux kernel ksmbd signedness bug.
+# Package: linux-libc-dev.
+# Why ignored: linux-libc-dev ships kernel headers for build-time compilation,
+# not a running kernel. Containers execute against the host kernel, so these
+# headers are inert at runtime. The upstream fix landed in kernel 7.0-rc2 and
+# has not been backported to Debian's 6.1 LTS line.
+CVE-2026-43185 pkg:linux-libc-dev exp:2026-07-15
+
+# CVE-2023-45853 — zlib MiniZip integer overflow / heap overflow in
+# zipOpenNewFileInZip4_64.
+# Packages: zlib1g, zlib1g-dev.
+# Why ignored: Debian Security Tracker status for bookworm is <ignored>, with
+# the published rationale "contrib/minizip not built and src:zlib not producing
+# binary packages" — i.e. the vulnerable symbol is not present in the libz.so
+# shipped by Debian. Real-not-affected, not unpatched. Upstream fix is in
+# zlib 1.3.1, available in Debian trixie (13); migrating the base image would
+# clear it fully.
+# Ref: https://security-tracker.debian.org/tracker/CVE-2023-45853
+CVE-2023-45853 pkg:zlib1g exp:2026-07-15
+CVE-2023-45853 pkg:zlib1g-dev exp:2026-07-15
+
+# --- API container image (api/Dockerfile) ---
+# The entries below are specific to the Prowler API image, which ships
+# PowerShell and additional build tooling on top of the same bookworm base.
+
+# CVE-2026-7210 — CPython/Expat hash-flooding denial of service in
+# `xml.parsers.expat` and `xml.etree.ElementTree`.
+# Packages: the Debian system Python 3.11 (python3.11*, libpython3.11*).
+# Why ignored: the API runs under the Python 3.12 interpreter shipped in its
+# `.venv`; the system `python3.11` is only present because `python3-dev` is
+# pulled in to compile native extensions (xmlsec, lxml) and is never executed
+# at runtime. The vulnerable path requires parsing attacker-controlled XML with
+# the affected interpreter, which Prowler does not do with the system Python.
+# Full mitigation also needs libexpat >= 2.8.0; no Debian bookworm fix yet.
+CVE-2026-7210 pkg:python3.11 exp:2026-07-15
+CVE-2026-7210 pkg:python3.11-dev exp:2026-07-15
+CVE-2026-7210 pkg:python3.11-minimal exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11 exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-dev exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-minimal exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-stdlib exp:2026-07-15
+
+# CVE-2026-33278 — Unbound DNSSEC validator use-after-free (DoS, possible RCE).
+# CVE-2026-42960 — Unbound DNS cache poisoning via promiscuous additional records.
+# Package: libunbound8.
+# Why ignored: libunbound8 is a transitive apt dependency of the TLS/networking
+# stack (GnuTLS DANE support); only the shared library ships in the image. Both
+# vulnerabilities require operating a live Unbound recursive DNSSEC validator
+# that processes attacker-influenced DNS responses. Prowler never starts an
+# Unbound resolver, so neither code path is reachable. No Debian bookworm fix yet.
+CVE-2026-33278 pkg:libunbound8 exp:2026-07-15
+CVE-2026-42960 pkg:libunbound8 exp:2026-07-15

AGENTS.md

@@ -51,6 +51,7 @@ Use these skills for detailed patterns on-demand:
 | `django-migration-psql` | Django migration best practices for PostgreSQL | [SKILL.md](skills/django-migration-psql/SKILL.md) |
 | `postgresql-indexing` | PostgreSQL indexing, EXPLAIN, monitoring, maintenance | [SKILL.md](skills/postgresql-indexing/SKILL.md) |
 | `prowler-attack-paths-query` | Create Attack Paths openCypher queries | [SKILL.md](skills/prowler-attack-paths-query/SKILL.md) |
+| `prowler-tour` | Keep product-tour definitions aligned with the UI | [SKILL.md](skills/prowler-tour/SKILL.md) |
 | `gh-aw` | GitHub Agentic Workflows (gh-aw) | [SKILL.md](skills/gh-aw/SKILL.md) |
 | `skill-creator` | Create new AI agent skills | [SKILL.md](skills/skill-creator/SKILL.md) |
 
@@ -67,10 +68,12 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Adding new providers | `prowler-provider` |
 | Adding privilege escalation detection queries | `prowler-attack-paths-query` |
 | Adding services to existing providers | `prowler-provider` |
+| Adding, updating, or removing a tour definition (*.tour.ts) | `prowler-tour` |
 | After creating/modifying a skill | `skill-sync` |
 | App Router / Server Actions | `nextjs-16` |
 | Auditing check-to-requirement mappings as a cloud auditor | `prowler-compliance` |
 | Building AI chat features | `ai-sdk-5` |
+| Changing button labels or section headings on a tour-covered page | `prowler-tour` |
 | Committing changes | `prowler-commit` |
 | Configuring MCP servers in agentic workflows | `gh-aw` |
 | Create PR that requires changelog entry | `prowler-changelog` |
@@ -89,6 +92,7 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Creating/updating compliance frameworks | `prowler-compliance` |
 | Debug why a GitHub Actions job is failing | `prowler-ci` |
 | Debugging gh-aw compilation errors | `gh-aw` |
+| Editing a UI file containing data-tour-id attributes | `prowler-tour` |
 | Fill .github/pull_request_template.md (Context/Description/Steps to review/Checklist) | `prowler-pr` |
 | Fixing bug | `tdd` |
 | Fixing compliance JSON bugs (duplicate IDs, empty Section, stale refs) | `prowler-compliance` |
@@ -105,6 +109,8 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Modifying gh-aw workflow frontmatter or safe-outputs | `gh-aw` |
 | Refactoring code | `tdd` |
 | Regenerate AGENTS.md Auto-invoke tables (sync.sh) | `skill-sync` |
+| Renaming or removing a data-tour-id attribute value | `prowler-tour` |
+| Restructuring routes or layouts covered by a tour | `prowler-tour` |
 | Review PR requirements: template, title conventions, changelog gate | `prowler-pr` |
 | Review changelog format and conventions | `prowler-changelog` |
 | Reviewing JSON:API compliance | `jsonapi` |

Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.12.11-slim-bookworm@sha256:519591d6871b7bc437060736b9f7456b8731f1499a57e22e6c285135ae657bf7 AS build
+FROM python:3.12.13-slim-bookworm@sha256:76d4b7b6305788c6b4c6a19d6a22a3921bf802e9af4d5e1e5bd771208dba74bf AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/prowler"
 LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
@@ -6,7 +6,7 @@ LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
 ARG POWERSHELL_VERSION=7.5.0
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 
-ARG TRIVY_VERSION=0.70.0
+ARG TRIVY_VERSION=0.71.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1

Makefile

@@ -1,5 +1,34 @@
 .DEFAULT_GOAL:=help
 
+DEV_LOCAL := ./scripts/development/dev-local.sh
+
+.PHONY: dev dev-setup dev-attach dev-launch dev-stop dev-clean dev-wipe dev-status
+
+##@ Local Development
+dev: ## Start local API, worker, and database logs
+	$(DEV_LOCAL) all
+
+dev-setup: ## Bootstrap local dependencies, migrations, and fixtures
+	$(DEV_LOCAL) setup
+
+dev-attach: ## Attach to the local tmux development session
+	$(DEV_LOCAL) attach
+
+dev-launch: ## Start the local stack on fixed ports and attach
+	$(DEV_LOCAL) launch
+
+dev-stop: ## Stop the local tmux session and containers
+	$(DEV_LOCAL) kill
+
+dev-clean: ## Remove stopped local development containers
+	$(DEV_LOCAL) clean
+
+dev-wipe: ## Stop everything and delete local development data
+	$(DEV_LOCAL) wipe
+
+dev-status: ## Show local development container status
+	$(DEV_LOCAL) status
+
 ##@ Testing
 test:   ## Test with pytest
 	rm -rf .coverage && \

README.md

@@ -121,8 +121,9 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 | OpenStack | 34 | 5 | 0 | 9 | Official | UI, API, CLI |
 | Vercel | 26 | 6 | 0 | 8 | Official | UI, API, CLI |
 | Okta | 1 | 1 | 0 | 1 | Official | CLI |
+| Linode [Contact us](https://prowler.com/contact) | 10 | 3 | 0 | 4 | Unofficial | CLI |
 | Scaleway [Contact us](https://prowler.com/contact) | 1 | 1 | 0 | 1 | Unofficial | CLI |
-| StackIT [Contact us](https://prowler.com/contact) | 4 | 1 | 0 | 1 | Unofficial | CLI |
+| StackIT [Contact us](https://prowler.com/contact) | 7 | 2 | 0 | 3 | Unofficial | CLI |
 | NHN | 6 | 2 | 1 | 0 | Unofficial | CLI |
 
 > [!Note]
@@ -153,6 +154,8 @@ Prowler App offers flexible installation methods tailored to various environment
 
 #### Commands
 
+_macOS/Linux:_
+
 ``` console
 VERSION=$(curl -s https://api.github.com/repos/prowler-cloud/prowler/releases/latest | jq -r .tag_name)
 curl -sLO "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/${VERSION}/docker-compose.yml"
@@ -161,6 +164,16 @@ curl -sLO "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/${V
 docker compose up -d
 ```
 
+_Windows PowerShell:_
+
+``` powershell
+$VERSION = (Invoke-RestMethod -Uri "https://api.github.com/repos/prowler-cloud/prowler/releases/latest").tag_name
+Invoke-WebRequest -Uri "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/$VERSION/docker-compose.yml" -OutFile "docker-compose.yml"
+# Environment variables can be customized in the .env file. Using default values in production environments is not recommended.
+Invoke-WebRequest -Uri "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/$VERSION/.env" -OutFile ".env"
+docker compose up -d
+```
+
 > [!WARNING]
 > 🔒 For a secure setup, the API auto-generates a unique key pair, `DJANGO_TOKEN_SIGNING_KEY` and `DJANGO_TOKEN_VERIFYING_KEY`, and stores it in `~/.config/prowler-api` (non-container) or the bound Docker volume in `_data/api` (container). Never commit or reuse static/default keys. To rotate keys, delete the stored key files and restart the API.
 

api/.env.example

@@ -24,6 +24,9 @@ DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
 # Decide whether to allow Django manage database table partitions
 DJANGO_MANAGE_DB_PARTITIONS=[True|False]
 DJANGO_CELERY_DEADLOCK_ATTEMPTS=5
+# Optional: bound Celery's prefork pool size. Unset → Celery uses os.cpu_count().
+# Useful on Kubernetes nodes with many CPUs where unbounded prefork balloons memory.
+# DJANGO_CELERY_WORKER_CONCURRENCY=4
 DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
 DJANGO_SENTRY_DSN=
 

api/CHANGELOG.md

@@ -2,6 +2,119 @@
 
 All notable changes to the **Prowler API** are documented in this file.
 
+## [1.32.2] (Prowler UNRELEASED)
+
+### 🐞 Fixed
+
+- `scan-perform` no longer reports an error when a provider is deleted during a running scan [(#11696)](https://github.com/prowler-cloud/prowler/pull/11696)
+
+---
+
+## [1.32.1] (Prowler v5.31.1)
+
+### 🐞 Fixed
+
+- API key auth no longer mutates `TenantAPIKey.objects` during admin DB lookups [(#11686)](https://github.com/prowler-cloud/prowler/pull/11686)
+
+---
+
+## [1.32.0] (Prowler v5.31.0)
+
+### 🚀 Added
+
+- Provider group filters for API endpoints that support cloud provider filtering, including exact and `__in` variants [(#11573)](https://github.com/prowler-cloud/prowler/pull/11573)
+- Provider filters for `GET /api/v1/compliance-overviews`, `/metadata`, and `/requirements`, using latest completed scans per matching provider [(#11587)](https://github.com/prowler-cloud/prowler/pull/11587)
+- Server-Sent Events (SSE) infrastructure for the API: a base viewset, a tenant-aware channel manager, and channel-name helpers backed by `django-eventstream` over Valkey Pub/Sub and served through the Gunicorn ASGI worker, so feature endpoints can stream events to clients over a single long-lived connection [(#11556)](https://github.com/prowler-cloud/prowler/pull/11556)
+- `DJANGO_CELERY_WORKER_CONCURRENCY` to configure Celery workers concurrency. Unset for default behaviour [(#11075)](https://github.com/prowler-cloud/prowler/pull/11075)
+
+### 🔄 Changed
+
+- Gunicorn worker timeout raised from the 30s default to 120s, so long-running requests are no longer killed prematurely [(#11631)](https://github.com/prowler-cloud/prowler/pull/11631)
+- Sentry now drops ASGI's `RequestAborted` errors from health-check probe disconnects on `/health/live` [(#11632)](https://github.com/prowler-cloud/prowler/pull/11632)
+- Gunicorn keep-alive timeout now exceeds the load balancer idle timeout, stopping 502s from reused connections [(#11647)](https://github.com/prowler-cloud/prowler/pull/11647)
+- API runs under the Uvicorn worker so keep-alive outlives the load balancer idle timeout, fixing Gunicorn's intermittent 502s [(#11663)](https://github.com/prowler-cloud/prowler/pull/11663)
+- SAML logins no longer wipe a user's roles when the IdP does not send the `userType` attribute; existing roles are kept, and when `userType` names a role that does not exist it is now created with read-only access (visibility over all providers, no management permissions) instead of no permissions at all [(#11520)](https://github.com/prowler-cloud/prowler/pull/11520)
+
+### 🐞 Fixed
+
+- Database connections no longer leak under the ASGI worker, which previously exhausted the read replica's connection slots and caused 500s on read endpoints [(#11640)](https://github.com/prowler-cloud/prowler/pull/11640)
+
+### 🔐 Security
+
+- `aiohttp` to 3.14.0 and `idna` to 3.15, patching known CVEs [(#11596)](https://github.com/prowler-cloud/prowler/pull/11596)
+- Container base image to `python:3.12.13-slim-bookworm` and `trivy` to 0.71.0, patching OS and Go module CVEs [(#11596)](https://github.com/prowler-cloud/prowler/pull/11596)
+- `trivy` binary bumped to 0.71.0 patching embedded `golang.org/x/crypto`, `golang.org/x/net`, and Go `stdlib` CVEs [(#11592)](https://github.com/prowler-cloud/prowler/pull/11592)
+
+---
+
+## [1.31.3] (Prowler v5.30.3)
+
+### 🔐 Security
+
+- SAML logins now link to an existing account only when the asserted email domain matches the ACS endpoint and the user is already a member of that domain's tenant, fixing a cross-tenant account takeover [(GHSA-h8m9-jgf8-vwvp)](https://github.com/prowler-cloud/prowler/security/advisories/GHSA-h8m9-jgf8-vwvp)
+
+---
+
+## [1.31.2] (Prowler v5.30.2)
+
+### 🔄 Changed
+
+- `scan-compliance-overviews` task now streams the findings aggregation and the requirement-row writes so it runs faster and its peak memory no longer grows with the number of regions and frameworks [(#11591)](https://github.com/prowler-cloud/prowler/pull/11591)
+
+---
+
+## [1.31.1] (Prowler v5.30.1)
+
+### 🐞 Fixed
+
+- `compliance-overviews/attributes` now resolves the provider from the scan, so multi-provider universal frameworks (e.g. CSA CCM) return the check IDs of the scan's provider and Azure/GCP requirement details show their findings instead of appearing empty [(#11546)](https://github.com/prowler-cloud/prowler/pull/11546)
+- Attack Paths: `drop_subgraph` now deletes relationships first and then nodes in batches, using less memory on Neo4j when clearing a dense provider graph [(#11557)](https://github.com/prowler-cloud/prowler/pull/11557)
+- OCI scans now use API key credentials with the configured region instead of falling back to `/home/prowler/.oci/config` [(#11558)](https://github.com/prowler-cloud/prowler/pull/11558)
+
+---
+
+## [1.31.0] (Prowler v5.30.0)
+
+### 🚀 Added
+
+- Opt-in automatic recovery of allowlisted idempotent background tasks whose worker died during a deploy or crash: when enabled via `DJANGO_TASK_RECOVERY_ENABLED` (off by default), stuck summary and deletion tasks are detected and re-run instead of staying pending forever (scan and Jira tasks are excluded), with a `reconcile_orphan_tasks` management command for on-demand recovery [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+- DORA compliance framework support [(#11131)](https://github.com/prowler-cloud/prowler/pull/11131)
+- Label Postgres connections with `application_name="<component>:<alias>"` (component injected per process via `DJANGO_APP_COMPONENT`) so connections are attributable by component in `pg_stat_activity` [(#11494)](https://github.com/prowler-cloud/prowler/pull/11494)
+- DISA Okta IDaaS STIG V1R2 compliance framework export support for the Okta provider [(#11428)](https://github.com/prowler-cloud/prowler/pull/11428)
+
+### 🔄 Changed
+
+- Allowlisted idempotent background tasks are no longer lost when a worker is stopped or crashes mid-task; tasks with external side effects are marked terminal instead of blindly re-running [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+
+### 🐞 Fixed
+
+- Workers now shut down gracefully on deploy or restart, finishing or re-queueing in-flight tasks instead of being force-killed and leaving them stuck [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+- Resource `name` is now stored and refreshed on every scan, so resources no longer keep an empty name [(#11476)](https://github.com/prowler-cloud/prowler/pull/11476)
+- Compliance catalog now warms in background during startup. `compliance-overviews/attributes` returns `503` while warming, so the first request after a deploy no longer trips the API timeout [(#11530)](https://github.com/prowler-cloud/prowler/pull/11530)
+
+### 🔐 Security
+
+- `dulwich` from 0.23.0 to 1.2.5 and `pyjwt` from 2.12.1 to 2.13.0, patching `GHSA-897w-fcg9-f6xj` (arbitrary file write) and `PYSEC-2026-179` (HMAC/JWK key confusion) [(#11499)](https://github.com/prowler-cloud/prowler/pull/11499)
+
+---
+
+## [1.30.3] (Prowler v5.29.3)
+
+### 🐞 Fixed
+
+- API startup no longer crashes when Neo4j is unreachable, as the Neo4j driver now connects lazily on first use rather than during app initialization [(#11491)](https://github.com/prowler-cloud/prowler/pull/11491)
+
+---
+
+## [1.30.1] (Prowler v5.29.1)
+
+### 🐞 Fixed
+
+- `GET /api/v1/findings` N+1 query loading `resources__tags` when listing findings [(#11420)](https://github.com/prowler-cloud/prowler/pull/11420)
+- Clean up the scan tmp output directory when `scan-report` fails so partial files do not accumulate and fill the worker disk (`No space left on device`) [(#11421)](https://github.com/prowler-cloud/prowler/pull/11421)
+
+---
+
 ## [1.30.0] (Prowler v5.29.0)
 
 ### 🔄 Changed

api/Dockerfile

@@ -1,11 +1,11 @@
-FROM python:3.12.10-slim-bookworm@sha256:fd95fa221297a88e1cf49c55ec1828edd7c5a428187e67b5d1805692d11588db AS build
+FROM python:3.12.13-slim-bookworm@sha256:76d4b7b6305788c6b4c6a19d6a22a3921bf802e9af4d5e1e5bd771208dba74bf AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/api"
 
 ARG POWERSHELL_VERSION=7.5.0
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 
-ARG TRIVY_VERSION=0.70.0
+ARG TRIVY_VERSION=0.71.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1

api/README.md

@@ -196,6 +196,42 @@ python -m celery -A config.celery worker -l info -E
 
 The Celery worker does not detect and reload changes in the code, so you need to restart it manually when you make changes.
 
+### Makefile-Assisted Local Deployment
+
+This method is an additional local development workflow. It does not replace the manual local deployment or the Docker deployment described in this guide.
+
+PostgreSQL, Valkey, and Neo4j run with Docker Compose, while Django and the Celery worker run natively through `uv`. Additionally, this workflow creates a `tmux` session with panes for the API, worker, and PostgreSQL logs.
+
+Before using this method, ensure `docker compose`, `tmux`, and `uv` are installed.
+
+This workflow is designed for macOS and should also work on Linux when Docker, `tmux`, and `uv` are available. Windows requires script changes before it can be supported.
+
+From the repository root, run:
+
+```console
+make dev
+```
+
+The API will be available at:
+
+```console
+http://localhost:8080/api/v1
+```
+
+Use these commands to manage the local stack:
+
+```console
+make dev-setup   # Bootstrap dependencies, migrations, and fixtures
+make dev-attach  # Attach to the tmux session
+make dev-launch  # Start the stack on fixed ports and attach
+make dev-stop    # Stop the tmux session and containers
+make dev-clean   # Remove stopped development containers
+make dev-wipe    # Stop everything and delete local development data
+make dev-status  # Show development container status
+```
+
+This workflow does not start the UI. Start it separately from the `ui/` directory when needed.
+
 ### Docker deployment
 
 This method requires `docker` and `docker compose`.

api/docker-entrypoint.sh

@@ -21,13 +21,19 @@ apply_fixtures() {
 }
 
 start_dev_server() {
-  echo "Starting the development server..."
-  uv run python manage.py runserver 0.0.0.0:"${DJANGO_PORT:-8080}"
+  echo "Starting the development server (Gunicorn ASGI, debug + reload)..."
+  # Same server/worker as prod (config.asgi via the native `asgi` worker), so
+  # SSE streams run on the event loop exactly as they do in production. DEBUG is
+  # on so guniconf's `reload = DEBUG` hot-reloads edited code (and flips
+  # `preload_app` off so reload actually takes).
+  export DJANGO_DEBUG="${DJANGO_DEBUG:-True}"
+  export DJANGO_BIND_ADDRESS="${DJANGO_BIND_ADDRESS:-0.0.0.0}"
+  exec uv run gunicorn -c config/guniconf.py config.asgi:application
 }
 
 start_prod_server() {
   echo "Starting the Gunicorn server..."
-  uv run gunicorn -c config/guniconf.py config.wsgi:application
+  exec uv run gunicorn -c config/guniconf.py config.asgi:application
 }
 
 resolve_worker_hostname() {
@@ -47,7 +53,7 @@ resolve_worker_hostname() {
 
 start_worker() {
   echo "Starting the worker..."
-  uv run python -m celery -A config.celery worker \
+  exec uv run python -m celery -A config.celery worker \
     -n "$(resolve_worker_hostname)" \
     -l "${DJANGO_LOGGING_LEVEL:-info}" \
     -Q celery,scans,scan-reports,deletion,backfill,overview,integrations,compliance,attack-paths-scans \
@@ -56,7 +62,7 @@ start_worker() {
 
 start_worker_beat() {
   echo "Starting the worker-beat..."
-  uv run python -m celery -A config.celery beat -l "${DJANGO_LOGGING_LEVEL:-info}" --scheduler django_celery_beat.schedulers:DatabaseScheduler
+  exec uv run python -m celery -A config.celery beat -l "${DJANGO_LOGGING_LEVEL:-info}" --scheduler django_celery_beat.schedulers:DatabaseScheduler
 }
 
 manage_db_partitions() {
@@ -68,6 +74,15 @@ manage_db_partitions() {
   fi
 }
 
+# Identify this process to Postgres (application_name=<component>:<alias>) so
+# connections are attributable by component in pg_stat_activity. Web tiers
+# report "api"; everything else uses the launch subcommand.
+case "$1" in
+  prod|dev) DJANGO_APP_COMPONENT="api" ;;
+  *)        DJANGO_APP_COMPONENT="$1" ;;
+esac
+export DJANGO_APP_COMPONENT
+
 case "$1" in
   dev)
     apply_migrations

api/docs/orphan-task-recovery.md

@@ -0,0 +1,106 @@
+# Orphan Celery task recovery
+
+When a worker is terminated mid-task (a deploy, an OOM kill, a node eviction), the
+task it was running can be left non-terminal forever: the `TaskResult` stays
+`STARTED` and nothing re-runs it. This page describes the mechanisms that detect and
+recover allowlisted idempotent orphans so pending-task alerts do not fire. Scan tasks
+are not auto-recovered (re-running a scan is not safe to do automatically); the
+watchdog covers the summary/aggregation and deletion tasks.
+
+## How recovery works
+
+1. **Durable delivery.** The broker is configured so a task message is acknowledged
+   only after the task finishes (`task_acks_late`), one task is reserved at a time
+   (`worker_prefetch_multiplier = 1`), and an abruptly-lost worker re-queues its task
+   (`task_reject_on_worker_lost`). On `SIGTERM` the worker is given a soft-shutdown
+   window (`worker_soft_shutdown_timeout`) to finish or re-queue in-flight work
+   before it is force-killed. `scan-perform`, `scan-perform-scheduled` and
+   `integration-jira` opt out of redelivery with `acks_late=False`, so a crash drops
+   them rather than re-running and duplicating findings or Jira issues. Other
+   non-recovered side-effect tasks keep `acks_late=True`, so the broker can still
+   re-deliver them after a worker loss: the S3 upload rebuilds from worker-local files
+   that did not survive the crash and so no-ops, but Security Hub re-reads findings from
+   the DB and re-sends them to AWS.
+
+2. **Periodic watchdog.** A Beat task, `reconcile-orphan-tasks`, runs every couple of
+   minutes (a `django_celery_beat` periodic task created by migration). For each
+   in-flight task result with an allowlisted idempotent task name, it pings the
+   worker recorded on the task's `TaskResult`:
+   - worker responds -> the task is still running, leave it alone;
+   - worker is gone (and the task started before a short grace window) -> it is a
+     real orphan: the stale task is revoked and marked terminal (clearing the
+     pending/started alert), and the task is re-enqueued from its stored name and
+     kwargs.
+
+   The re-run is safe because only tasks with proven idempotency are allowlisted: the
+   summary/aggregation tasks clear and re-write their own rows, and deletions are
+   idempotent. Scan tasks and external side effects are excluded: re-running a scan is
+   not safe to do automatically, Jira sends would create duplicate issues, the S3
+   upload rebuilds from worker-local files that do not survive a crash, and
+   report/Security Hub recovery is out of scope.
+
+3. **Recovery cap.** A per-task Valkey counter limits how often the same task is
+   re-enqueued. After `--max-attempts` recoveries (default 3) the orphan is marked
+   terminal instead of re-enqueued, so a task that repeatedly kills its worker cannot
+   loop forever.
+
+A Postgres advisory lock ensures that, even with multiple API/worker replicas, only
+one reconciliation runs at a time; the others no-op.
+
+## On-demand command
+
+The same logic is available as a management command, useful right after a deploy or
+for manual intervention:
+
+```bash
+python manage.py reconcile_orphan_tasks            # recover now
+python manage.py reconcile_orphan_tasks --dry-run  # report orphans, change nothing
+python manage.py reconcile_orphan_tasks --grace-minutes 5 --max-attempts 3
+```
+
+## Configuration
+
+All settings have safe defaults; override via environment variables.
+
+| Env var | Default | Purpose |
+| --- | --- | --- |
+| `DJANGO_CELERY_WORKER_PREFETCH_MULTIPLIER` | `1` | Tasks reserved per worker process. |
+| `DJANGO_CELERY_WORKER_CONCURRENCY` | unset | Optional Celery prefork pool size. When unset, Celery uses its CPU-based default. Set this on worker containers to bound idle memory on hosts with many CPUs. |
+| `DJANGO_CELERY_WORKER_SOFT_SHUTDOWN_TIMEOUT` | `60` | Seconds the worker drains/re-queues on `SIGTERM` before force-kill. |
+| `DJANGO_CELERY_TASK_TIME_LIMIT` | `21600` (6h) | Hard limit for most tasks; connection checks are capped at 120s. |
+| `DJANGO_CELERY_TASK_SOFT_TIME_LIMIT` | hard - 600 | Soft limit; raises `SoftTimeLimitExceeded` for cleanup. |
+| `DJANGO_CELERY_LONG_TASK_TIME_LIMIT` | `172800` (48h) | Hard limit for scans and provider/tenant deletions, which can legitimately run for more than a day. |
+| `DJANGO_CELERY_LONG_TASK_SOFT_TIME_LIMIT` | long hard - 600 | Soft limit for the long-running tasks above. |
+| `DJANGO_TASK_RECOVERY_ENABLED` | `false` | Master switch for orphan-task recovery, disabled by default (opt-in); set to `true` to enable. When off, no orphan is detected, marked terminal, or re-enqueued (attack-paths stale cleanup still runs). |
+| `DJANGO_TASK_RECOVERY_SUMMARIES_ENABLED` | `true` | Auto re-enqueue orphaned scan summary/aggregation tasks. |
+| `DJANGO_TASK_RECOVERY_DELETIONS_ENABLED` | `true` | Auto re-enqueue orphaned provider/tenant deletion tasks. |
+
+Recovery is opt-in: with the master flag off (the default) the sweep does nothing.
+Once enabled, the per-group flags default to on, so every group recovers unless you
+turn one off; a task whose group flag is off is marked terminal instead of
+re-enqueued.
+
+Turning recovery off only disables this watchdog sweep; it does not change Celery's
+broker-level redelivery (`task_acks_late`/`task_reject_on_worker_lost`), which still
+re-delivers tasks that keep `acks_late=True` on worker loss, independently of this flag.
+
+`task_acks_late` and `task_reject_on_worker_lost` are enabled in `config/celery.py`.
+
+## Deployment requirement
+
+Two conditions must both hold for the soft shutdown to actually drain work:
+
+1. **The worker must receive `SIGTERM`.** The container entrypoint `exec`s the
+   Celery process so it runs as PID 1; otherwise `SIGTERM` from `docker stop`/ECS
+   hits the entrypoint shell, never reaches Celery, and the worker is hard-killed
+   (SIGKILL) at the grace deadline without draining. Custom entrypoints must
+   preserve the `exec`.
+2. **The orchestrator must give the worker enough time** before force-killing it.
+   Set the stop grace period to exceed `DJANGO_CELERY_WORKER_SOFT_SHUTDOWN_TIMEOUT`
+   plus a margin:
+   - **docker-compose:** `stop_grace_period` on the worker services (set to `120s`).
+   - **AWS ECS:** the worker container `stopTimeout` (configured in the deployment
+     repository).
+
+If either condition is missing, long tasks are still recovered by the watchdog,
+but they are cut mid-run on every deploy instead of draining.

api/pyproject.toml

@@ -41,9 +41,11 @@ dependencies = [
   "drf-spectacular==0.27.2",
   "drf-spectacular-jsonapi==0.5.1",
   "defusedxml==0.7.1",
-  "gunicorn==23.0.0",
+  "django-eventstream==5.3.3",
+  "gunicorn==26.0.0",
+  "uvloop==0.22.1",
   "lxml==6.1.0",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@v5.31",
   "psycopg2-binary==2.9.9",
   "pytest-celery[redis] (==1.3.0)",
   "sentry-sdk[django] (==2.56.0)",
@@ -60,7 +62,8 @@ dependencies = [
   "gevent (==25.9.1)",
   "werkzeug (==3.1.7)",
   "sqlparse (==0.5.5)",
-  "fonttools (==4.62.1)"
+  "fonttools (==4.62.1)",
+  "uvicorn-worker (==0.4.0)",
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
@@ -68,7 +71,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.30.0"
+version = "1.32.2"
 
 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
@@ -79,7 +82,7 @@ constraint-dependencies = [
   "aiobotocore==2.25.1",
   "aiofiles==24.1.0",
   "aiohappyeyeballs==2.6.1",
-  "aiohttp==3.13.5",
+  "aiohttp==3.14.0",
   "aioitertools==0.13.0",
   "aiosignal==1.4.0",
   "alibabacloud-actiontrail20200706==2.4.1",
@@ -124,9 +127,8 @@ constraint-dependencies = [
   "astroid==3.2.4",
   "async-timeout==5.0.1",
   "attrs==25.4.0",
-  "authlib==1.6.9",
+  "authlib==1.6.12",
   "autopep8==2.3.2",
-  "awsipranges==0.3.3",
   "azure-cli-core==2.83.0",
   "azure-cli-telemetry==1.1.0",
   "azure-common==1.1.28",
@@ -209,6 +211,7 @@ constraint-dependencies = [
   "django-celery-results==2.6.0",
   "django-cors-headers==4.4.0",
   "django-environ==0.11.2",
+  "django-eventstream==5.3.3",
   "django-filter==24.3",
   "django-guid==3.5.0",
   "django-postgres-extra==2.0.9",
@@ -226,7 +229,7 @@ constraint-dependencies = [
   "drf-simple-apikey==2.2.1",
   "drf-spectacular==0.27.2",
   "drf-spectacular-jsonapi==0.5.1",
-  "dulwich==0.23.0",
+  "dulwich==1.2.5",
   "duo-client==5.5.0",
   "durationpy==0.10",
   "email-validator==2.2.0",
@@ -253,7 +256,7 @@ constraint-dependencies = [
   "grpc-google-iam-v1==0.14.3",
   "grpcio==1.76.0",
   "grpcio-status==1.76.0",
-  "gunicorn==23.0.0",
+  "gunicorn==26.0.0",
   "h11==0.16.0",
   "h2==4.3.0",
   "hpack==4.1.0",
@@ -262,8 +265,8 @@ constraint-dependencies = [
   "httpx==0.28.1",
   "humanfriendly==10.0",
   "hyperframe==6.1.0",
-  "iamdata==0.1.202602021",
-  "idna==3.11",
+  "iamdata==0.1.202605131",
+  "idna==3.15",
   "importlib-metadata==8.7.1",
   "inflection==0.5.1",
   "iniconfig==2.3.0",
@@ -315,7 +318,7 @@ constraint-dependencies = [
   "neo4j==6.1.0",
   "nest-asyncio==1.6.0",
   "nltk==3.9.4",
-  "numpy==2.0.2",
+  "numpy==2.2.6",
   "oauthlib==3.3.1",
   "oci==2.169.0",
   "openai==1.109.1",
@@ -344,7 +347,7 @@ constraint-dependencies = [
   "psutil==7.2.2",
   "psycopg2-binary==2.9.9",
   "py-deviceid==0.1.1",
-  "py-iam-expand==0.1.0",
+  "py-iam-expand==0.3.0",
   "py-ocsf-models==0.8.1",
   "pyasn1==0.6.3",
   "pyasn1-modules==0.4.2",
@@ -354,7 +357,7 @@ constraint-dependencies = [
   "pydantic-core==2.41.5",
   "pygithub==2.8.0",
   "pygments==2.20.0",
-  "pyjwt==2.12.1",
+  "pyjwt==2.13.0",
   "pylint==3.2.5",
   "pymsalruntime==0.18.1",
   "pynacl==1.6.2",
@@ -420,6 +423,8 @@ constraint-dependencies = [
   "uritemplate==4.2.0",
   "urllib3==2.7.0",
   "uuid6==2024.7.10",
+  "uvicorn==0.49.0",
+  "uvloop==0.22.1",
   "vine==5.1.0",
   "vulture==2.14",
   "wcwidth==0.5.3",
@@ -443,7 +448,17 @@ constraint-dependencies = [
 # The microsoft-kiota-http security bump to 1.9.9 (GHSA-7j59-v9qr-6fq9) requires
 # microsoft-kiota-abstractions>=1.9.9, which a constraint cannot satisfy against the
 # SDK's hard pin; override it to the patched, kiota-aligned version.
+#
+# prowler@master hard-pins dulwich==0.23.0 and pyjwt==2.12.1 in [project.dependencies].
+# dulwich 1.2.5 patches GHSA-897w-fcg9-f6xj (arbitrary file write) and pyjwt 2.13.0
+# patches PYSEC-2026-179 (HMAC/JWK key-confusion); a constraint cannot satisfy these
+# against the SDK's hard pins, so override them to the patched versions until the SDK
+# bump propagates to the pinned master rev. pyjwt keeps the [crypto] extra because an
+# override replaces the whole requirement; bare pyjwt would drop it from the consumers
+# that request pyjwt[crypto] and leave cryptography (needed for RS256) only transitive.
 override-dependencies = [
   "okta==3.4.2",
-  "microsoft-kiota-abstractions==1.9.9"
+  "microsoft-kiota-abstractions==1.9.9",
+  "dulwich==1.2.5",
+  "pyjwt[crypto]==2.13.0"
 ]

api/src/backend/api/adapters.py

@@ -3,7 +3,14 @@ from django.db import transaction
 
 from api.db_router import MainRouter
 from api.db_utils import rls_transaction
-from api.models import Membership, Role, Tenant, User, UserRoleRelationship
+from api.models import (
+    Membership,
+    Role,
+    SAMLConfiguration,
+    Tenant,
+    User,
+    UserRoleRelationship,
+)
 
 
 class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
@@ -18,7 +25,42 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
         # Link existing accounts with the same email address
         email = sociallogin.account.extra_data.get("email")
         if sociallogin.provider.id == "saml":
+            # For SAML, the asserted NameID email cannot be trusted on its own:
+            # any tenant can claim any email domain in its SAML configuration. To
+            # prevent cross-tenant account takeover (GHSA-h8m9-jgf8-vwvp), only link
+            # the incoming SAML session to an existing account when (1) the email
+            # domain matches the tenant whose ACS endpoint is being used and (2) the
+            # existing user is already a member of that tenant.
             email = sociallogin.user.email
+            if not email:
+                return
+
+            domain = email.rsplit("@", 1)[-1].lower()
+            resolver_match = getattr(request, "resolver_match", None)
+            organization_slug = (
+                (resolver_match.kwargs or {}).get("organization_slug", "")
+                if resolver_match
+                else ""
+            ).lower()
+            # The ACS endpoint is scoped per email domain; reject mismatches so an
+            # attacker cannot replay an assertion through another tenant's endpoint.
+            if organization_slug != domain:
+                return
+
+            try:
+                saml_config = SAMLConfiguration.objects.using(MainRouter.admin_db).get(
+                    email_domain=domain
+                )
+            except SAMLConfiguration.DoesNotExist:
+                return
+
+            existing_user = self.get_user_by_email(email)
+            if existing_user and existing_user.is_member_of_tenant(
+                str(saml_config.tenant_id)
+            ):
+                sociallogin.connect(request, existing_user)
+            return
+
         if email:
             existing_user = self.get_user_by_email(email)
             if existing_user:

api/src/backend/api/apps.py

@@ -1,12 +1,14 @@
 import logging
 import os
 import sys
+
 from pathlib import Path
 
+from django.apps import AppConfig
+from django.conf import settings
+
 from config.custom_logging import BackendLogger
 from config.env import env
-from django.apps import AppConfig
-from django.conf import settings
 
 logger = logging.getLogger(BackendLogger.API)
 
@@ -30,7 +32,6 @@ class ApiConfig(AppConfig):
     def ready(self):
         from api import schema_extensions  # noqa: F401
         from api import signals  # noqa: F401
-        from api.attack_paths import database as graph_database
 
         # Generate required cryptographic keys if not present, but only if:
         #   `"manage.py" not in sys.argv[0]`: If an external server (e.g., Gunicorn) is running the app
@@ -41,37 +42,8 @@ class ApiConfig(AppConfig):
         ):
             self._ensure_crypto_keys()
 
-        # Commands that don't need Neo4j
-        SKIP_NEO4J_DJANGO_COMMANDS = [
-            "makemigrations",
-            "migrate",
-            "pgpartition",
-            "check",
-            "help",
-            "showmigrations",
-            "check_and_fix_socialaccount_sites_migration",
-        ]
-
-        # Skip eager Neo4j init for tests, some Django commands, and Celery (prefork pool: driver must stay lazy, no post_fork hook)
-        if getattr(settings, "TESTING", False) or (
-            len(sys.argv) > 1
-            and (
-                (
-                    "manage.py" in sys.argv[0]
-                    and sys.argv[1] in SKIP_NEO4J_DJANGO_COMMANDS
-                )
-                or "celery" in sys.argv[0]
-            )
-        ):
-            logger.info(
-                "Skipping eager Neo4j init: tests, some Django commands, or Celery prefork pool (driver stays lazy)"
-            )
-
-        else:
-            graph_database.init_driver()
-
-        # Neo4j driver is initialized at API startup (see api.attack_paths.database)
-        # It remains lazy for Celery workers and selected Django commands
+        # Neo4j driver is created lazily on first use (see api.attack_paths.database).
+        # App init never contacts Neo4j, so a Neo4j outage cannot block API startup.
 
     def _ensure_crypto_keys(self):
         """

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

@@ -1,22 +1,24 @@
 import atexit
 import logging
 import threading
+
 from contextlib import contextmanager
 from typing import Any, Iterator
 from uuid import UUID
 
 import neo4j
 import neo4j.exceptions
+
 from config.env import env
 from django.conf import settings
+
+from api.attack_paths.retryable_session import RetryableSession
 from tasks.jobs.attack_paths.config import (
     BATCH_SIZE,
     PROVIDER_RESOURCE_LABEL,
     get_provider_label,
 )
 
-from api.attack_paths.retryable_session import RetryableSession
-
 # Without this Celery goes crazy with Neo4j logging
 logging.getLogger("neo4j").setLevel(logging.ERROR)
 logging.getLogger("neo4j").propagate = False
@@ -28,6 +30,9 @@ READ_QUERY_TIMEOUT_SECONDS = env.int(
     "ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS", default=30
 )
 MAX_CUSTOM_QUERY_NODES = env.int("ATTACK_PATHS_MAX_CUSTOM_QUERY_NODES", default=250)
+# Shorter than CONN_ACQUISITION_TIMEOUT — the driver requires acquisition to be
+# the longer of the two (it may include opening a new connection).
+CONNECTION_TIMEOUT = env.int("NEO4J_CONNECTION_TIMEOUT", default=5)
 CONN_ACQUISITION_TIMEOUT = env.int("NEO4J_CONN_ACQUISITION_TIMEOUT", default=15)
 READ_EXCEPTION_CODES = [
     "Neo.ClientError.Statement.AccessMode",
@@ -58,15 +63,24 @@ def init_driver() -> neo4j.Driver:
             uri = get_uri()
             config = settings.DATABASES["neo4j"]
 
-            _driver = neo4j.GraphDatabase.driver(
+            driver = neo4j.GraphDatabase.driver(
                 uri,
                 auth=(config["USER"], config["PASSWORD"]),
                 keep_alive=True,
                 max_connection_lifetime=7200,
+                connection_timeout=CONNECTION_TIMEOUT,
                 connection_acquisition_timeout=CONN_ACQUISITION_TIMEOUT,
                 max_connection_pool_size=50,
             )
-            _driver.verify_connectivity()
+            # Publish the singleton only after connectivity is verified so a
+            # failed probe does not leave an unverified driver behind. Close the
+            # driver on failure so a repeatedly-probed outage cannot leak pools.
+            try:
+                driver.verify_connectivity()
+            except Exception:
+                driver.close()
+                raise
+            _driver = driver
 
             # Register cleanup handler (only runs once since we're inside the _driver is None block)
             atexit.register(close_driver)
@@ -161,7 +175,8 @@ def drop_subgraph(database: str, provider_id: str) -> int:
     """
     Delete all nodes for a provider from the tenant database.
 
-    Uses batched deletion to avoid memory issues with large graphs.
+    Deletes relationships then nodes in batches (not `DETACH DELETE`) so a dense
+    provider's graph cannot exceed Neo4j's transaction memory limit.
     Silently returns 0 if the database doesn't exist.
     """
     provider_label = get_provider_label(provider_id)
@@ -169,13 +184,28 @@ def drop_subgraph(database: str, provider_id: str) -> int:
 
     try:
         with get_session(database) as session:
+            # Phase 1: delete relationships incident to provider nodes in batches.
+            deleted_count = 1
+            while deleted_count > 0:
+                result = session.run(
+                    f"""
+                    MATCH (:`{provider_label}`)-[r]-()
+                    WITH DISTINCT r LIMIT $batch_size
+                    DELETE r
+                    RETURN COUNT(r) AS deleted_rels_count
+                    """,
+                    {"batch_size": BATCH_SIZE},
+                )
+                deleted_count = result.single().get("deleted_rels_count", 0)
+
+            # Phase 2: delete the now relationship-free nodes in batches.
             deleted_count = 1
             while deleted_count > 0:
                 result = session.run(
                     f"""
                     MATCH (n:{PROVIDER_RESOURCE_LABEL}:`{provider_label}`)
                     WITH n LIMIT $batch_size
-                    DETACH DELETE n
+                    DELETE n
                     RETURN COUNT(n) AS deleted_nodes_count
                     """,
                     {"batch_size": BATCH_SIZE},

api/src/backend/api/authentication.py

@@ -1,10 +1,13 @@
 from typing import Optional, Tuple
+from math import isfinite
 from uuid import UUID
 
 from cryptography.fernet import InvalidToken
+from django.core.exceptions import ObjectDoesNotExist
 from django.utils import timezone
 from drf_simple_apikey.backends import APIKeyAuthentication as BaseAPIKeyAuth
 from drf_simple_apikey.crypto import get_crypto
+from drf_simple_apikey.settings import package_settings
 from rest_framework.authentication import BaseAuthentication
 from rest_framework.exceptions import AuthenticationFailed
 from rest_framework.request import Request
@@ -23,18 +26,49 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
     def _authenticate_credentials(self, request, key):
         """
         Override to use admin connection, bypassing RLS during authentication.
-        Delegates to parent after temporarily routing model queries to admin DB.
         """
-        # Temporarily point the model's manager to admin database
-        original_objects = self.model.objects
-        self.model.objects = self.model.objects.using(MainRouter.admin_db)
+        try:
+            payload = self.key_crypto.decrypt(key)
+        except ValueError:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        if not isinstance(payload, dict):
+            raise AuthenticationFailed("Invalid API Key.")
+
+        payload_pk = payload.get("_pk")
+        payload_exp = payload.get("_exp")
+        if (
+            not isinstance(payload_pk, str)
+            or isinstance(payload_exp, bool)
+            or not isinstance(payload_exp, (int, float))
+            or not isfinite(payload_exp)
+        ):
+            raise AuthenticationFailed("Invalid API Key.")
 
         try:
-            # Call parent method which will now use admin database
-            return super()._authenticate_credentials(request, key)
-        finally:
-            # Restore original manager
-            self.model.objects = original_objects
+            api_key_pk = UUID(payload_pk)
+        except ValueError:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        if payload_exp < timezone.now().timestamp():
+            raise AuthenticationFailed("API Key has already expired.")
+
+        try:
+            api_key = self.model.objects.using(MainRouter.admin_db).get(id=api_key_pk)
+        except ObjectDoesNotExist:
+            raise AuthenticationFailed("No entity matching this api key.")
+
+        if api_key.revoked:
+            raise AuthenticationFailed("This API Key has been revoked.")
+
+        client_ip = request.META.get(package_settings.IP_ADDRESS_HEADER)
+        if api_key.blacklisted_ips and client_ip in api_key.blacklisted_ips:
+            raise AuthenticationFailed("Access denied from blacklisted IP.")
+
+        if api_key.whitelisted_ips and client_ip not in api_key.whitelisted_ips:
+            raise AuthenticationFailed("Access restricted to specific IP addresses.")
+
+        return api_key.entity, key
 
     def authenticate(self, request: Request):
         prefixed_key = self.get_key(request)
@@ -93,3 +127,30 @@ class CombinedJWTOrAPIKeyAuthentication(BaseAuthentication):
 
         # Default fallback
         return self.jwt_auth.authenticate(request)
+
+
+class SSEAuthentication(CombinedJWTOrAPIKeyAuthentication):
+    """JWT/API-Key auth that also accepts `?access_token=<jwt>`.
+
+    Browser `EventSource` is the only widely available SSE client API
+    and it cannot set the `Authorization` header (its constructor takes
+    only a URL and `withCredentials`). To keep browser SSE clients on
+    the same auth stack as the rest of the API, SSE endpoints additionally
+    accept a JWT via the `?access_token=<jwt>` query parameter — the
+    standard parameter name defined in RFC 6750 Section 2.3 for bearer tokens.
+    """
+
+    def authenticate(self, request: Request):
+        auth_header = request.headers.get("Authorization", "")
+        if auth_header:
+            return super().authenticate(request)
+
+        raw_token = request.query_params.get("access_token")
+        if not raw_token:
+            # No header and no query token — let the default path raise
+            # the canonical AuthenticationFailed via the parent class.
+            return super().authenticate(request)
+
+        validated_token = self.jwt_auth.get_validated_token(raw_token)
+        user = self.jwt_auth.get_user(validated_token)
+        return user, validated_token

api/src/backend/api/compliance.py

@@ -1,11 +1,26 @@
+import logging
+import threading
 from collections.abc import Iterable, Mapping
 
 from api.models import Provider
-from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.check.compliance_models import (
+    get_bulk_compliance_frameworks_universal,
+)
 from prowler.lib.check.models import CheckMetadata
 
+logger = logging.getLogger(__name__)
+
 AVAILABLE_COMPLIANCE_FRAMEWORKS = {}
 
+# Per-process readiness flags for the background compliance warm-up.
+# `STARTED` is set as soon as warming begins (only happens under Gunicorn via
+# the post_fork hook); `WARMED` is set when it finishes. The attributes
+# endpoint checks both: it returns 503 only while warming is in progress.
+# Under `runserver` warming never runs, so `STARTED` stays clear and the
+# endpoint keeps lazy-loading as before.
+COMPLIANCE_WARMING_STARTED = threading.Event()
+COMPLIANCE_WARMED = threading.Event()
+
 
 class LazyComplianceTemplate(Mapping):
     """Lazy-load compliance templates per provider on first access."""
@@ -94,25 +109,22 @@ PROWLER_CHECKS = LazyChecksMapping()
 
 
 def get_compliance_frameworks(provider_type: Provider.ProviderChoices) -> list[str]:
-    """List compliance frameworks the API can load for `provider_type`.
+    """List compliance framework identifiers available for `provider_type`.
 
-    The list is sourced from `Compliance.get_bulk` so that the names
-    returned here are guaranteed to be loadable by the bulk loader. This
-    prevents downstream key mismatches (e.g. CSV report generation iterating
-    framework names and looking them up in the bulk dict).
+    Includes both per-provider frameworks and universal top-level frameworks
+    (e.g. ``dora_2022_2554``, ``csa_ccm_4.0``).
 
     Args:
-        provider_type (Provider.ProviderChoices): The cloud provider type for which to retrieve
-            available compliance frameworks (e.g., "aws", "azure", "gcp", "m365").
+        provider_type (Provider.ProviderChoices): The cloud provider type
+            (e.g., "aws", "azure", "gcp", "m365").
 
     Returns:
-        list[str]: A list of framework identifiers (e.g., "cis_1.4_aws", "mitre_attack_azure") available
-        for the given provider.
+        list[str]: Framework identifiers (e.g., "cis_1.4_aws", "dora_2022_2554").
     """
     global AVAILABLE_COMPLIANCE_FRAMEWORKS
     if provider_type not in AVAILABLE_COMPLIANCE_FRAMEWORKS:
         AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type] = list(
-            Compliance.get_bulk(provider_type).keys()
+            get_bulk_compliance_frameworks_universal(provider_type).keys()
         )
 
     return AVAILABLE_COMPLIANCE_FRAMEWORKS[provider_type]
@@ -139,18 +151,14 @@ def get_prowler_provider_compliance(provider_type: Provider.ProviderChoices) ->
     """
     Retrieve the Prowler compliance data for a specified provider type.
 
-    This function fetches the compliance frameworks and their associated
-    requirements for the given cloud provider.
-
     Args:
         provider_type (Provider.ProviderChoices): The provider type
             (e.g., 'aws', 'azure') for which to retrieve compliance data.
 
     Returns:
-        dict: A dictionary mapping compliance framework names to their respective
-            Compliance objects for the specified provider.
+        dict: Mapping of framework name to `ComplianceFramework` for the provider.
     """
-    return Compliance.get_bulk(provider_type)
+    return get_bulk_compliance_frameworks_universal(provider_type)
 
 
 def _load_provider_assets(provider_type: Provider.ProviderChoices) -> tuple[dict, dict]:
@@ -179,6 +187,56 @@ def _ensure_provider_loaded(provider_type: Provider.ProviderChoices) -> None:
         PROWLER_CHECKS._cache[provider_type] = checks
 
 
+def warm_compliance_caches(
+    provider_types: Iterable[str] | None = None,
+) -> list[str]:
+    """
+    Eagerly populate the per-process compliance caches at server startup.
+
+    Moves the cold-cache catalog load off the request thread so the first
+    request does not trip the Gunicorn worker timeout. Reads only on-disk
+    metadata (no database access). Each provider is warmed in isolation;
+    failures are logged and fall back to lazy loading.
+
+    Args:
+        provider_types (Iterable[str] | None): Subset to warm. Defaults to all.
+
+    Returns:
+        list[str]: Provider types that could not be warmed.
+    """
+    if provider_types is None:
+        provider_types = Provider.ProviderChoices.values
+    provider_types = list(provider_types)
+
+    COMPLIANCE_WARMING_STARTED.set()
+    logger.info("Compliance cache warm-up started for providers: %s", provider_types)
+
+    failed = []
+    for provider_type in provider_types:
+        try:
+            get_compliance_frameworks(provider_type)
+            _ensure_provider_loaded(provider_type)
+        # Prowler check loading may sys.exit (SystemExit, not Exception).
+        except (Exception, SystemExit):
+            logger.warning(
+                "Failed to warm compliance caches for provider '%s'; "
+                "loading lazily on first request",
+                provider_type,
+                exc_info=True,
+            )
+            failed.append(provider_type)
+
+    # Mark as warmed even when some providers failed: a failed provider falls
+    # back to a single-provider lazy load, which stays under the worker timeout.
+    COMPLIANCE_WARMED.set()
+    logger.info(
+        "Compliance cache warm-up finished (providers warmed: %d, failed: %s)",
+        len(provider_types) - len(failed),
+        failed,
+    )
+    return failed
+
+
 def load_prowler_checks(
     prowler_compliance, provider_types: Iterable[str] | None = None
 ):
@@ -209,8 +267,8 @@ def load_prowler_checks(
         for compliance_name, compliance_data in prowler_compliance.get(
             provider_type, {}
         ).items():
-            for requirement in compliance_data.Requirements:
-                for check in requirement.Checks:
+            for requirement in compliance_data.requirements:
+                for check in requirement.checks.get(provider_type, []):
                     try:
                         checks[provider_type][check].add(compliance_name)
                     except KeyError:
@@ -290,24 +348,40 @@ def generate_compliance_overview_template(
             requirements_status = {"passed": 0, "failed": 0, "manual": 0}
             total_requirements = 0
 
-            for requirement in compliance_data.Requirements:
+            for requirement in compliance_data.requirements:
                 total_requirements += 1
-                total_checks = len(requirement.Checks)
-                checks_dict = {check: None for check in requirement.Checks}
+                provider_check_list = list(requirement.checks.get(provider_type, []))
+                total_checks = len(provider_check_list)
+                checks_dict = {check: None for check in provider_check_list}
 
                 req_status_val = "MANUAL" if total_checks == 0 else "PASS"
 
+                # MITRE attrs are wrapped under `_raw_attributes` by the
+                # universal adapter — unwrap so consumers see the flat list.
+                requirement_attributes = requirement.attributes
+                if (
+                    isinstance(requirement_attributes, dict)
+                    and "_raw_attributes" in requirement_attributes
+                ):
+                    attributes_payload = list(requirement_attributes["_raw_attributes"])
+                elif isinstance(requirement_attributes, dict):
+                    attributes_payload = (
+                        [dict(requirement_attributes)] if requirement_attributes else []
+                    )
+                else:
+                    attributes_payload = [
+                        dict(attribute) for attribute in requirement_attributes
+                    ]
+
                 # Build requirement dictionary
                 requirement_dict = {
-                    "name": requirement.Name or requirement.Id,
-                    "description": requirement.Description,
-                    "tactics": getattr(requirement, "Tactics", []),
-                    "subtechniques": getattr(requirement, "SubTechniques", []),
-                    "platforms": getattr(requirement, "Platforms", []),
-                    "technique_url": getattr(requirement, "TechniqueURL", ""),
-                    "attributes": [
-                        dict(attribute) for attribute in requirement.Attributes
-                    ],
+                    "name": requirement.name or requirement.id,
+                    "description": requirement.description,
+                    "tactics": requirement.tactics or [],
+                    "subtechniques": requirement.sub_techniques or [],
+                    "platforms": requirement.platforms or [],
+                    "technique_url": requirement.technique_url or "",
+                    "attributes": attributes_payload,
                     "checks": checks_dict,
                     "checks_status": {
                         "pass": 0,
@@ -325,15 +399,15 @@ def generate_compliance_overview_template(
                     requirements_status["passed"] += 1
 
                 # Add requirement to compliance requirements
-                compliance_requirements[requirement.Id] = requirement_dict
+                compliance_requirements[requirement.id] = requirement_dict
 
             # Build compliance dictionary
             compliance_dict = {
-                "framework": compliance_data.Framework,
-                "name": compliance_data.Name,
-                "version": compliance_data.Version,
+                "framework": compliance_data.framework,
+                "name": compliance_data.name,
+                "version": compliance_data.version,
                 "provider": provider_type,
-                "description": compliance_data.Description,
+                "description": compliance_data.description,
                 "requirements": compliance_requirements,
                 "requirements_status": requirements_status,
                 "total_requirements": total_requirements,

api/src/backend/api/exceptions.py

@@ -187,6 +187,32 @@ class UpstreamServiceUnavailableError(APIException):
         )
 
 
+class ComplianceWarmingError(APIException):
+    """Compliance catalog is still warming (503 Service Unavailable).
+
+    Returned by the compliance attributes endpoint while the per-process
+    catalog warm-up is in progress, so the request thread never triggers the
+    slow cold load that would trip the Gunicorn worker timeout.
+    """
+
+    status_code = status.HTTP_503_SERVICE_UNAVAILABLE
+    default_detail = (
+        "Compliance data is still loading. Please try again in a few seconds."
+    )
+    default_code = "compliance_warming"
+
+    def __init__(self, detail=None):
+        super().__init__(
+            detail=[
+                {
+                    "detail": detail or self.default_detail,
+                    "status": str(self.status_code),
+                    "code": self.default_code,
+                }
+            ]
+        )
+
+
 class UpstreamInternalError(APIException):
     """Unexpected error communicating with provider (500 Internal Server Error).
 

api/src/backend/api/filters.py

@@ -102,7 +102,7 @@ class BaseProviderFilter(FilterSet):
     """
     Abstract base filter for models with direct FK to Provider.
 
-    Provides standard provider_id and provider_type filters.
+    Provides standard provider_id, provider_type, and provider_groups filters.
     Subclasses must define Meta.model.
     """
 
@@ -116,6 +116,16 @@ class BaseProviderFilter(FilterSet):
         choices=Provider.ProviderChoices.choices,
         lookup_expr="in",
     )
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
 
     class Meta:
         abstract = True
@@ -126,7 +136,7 @@ class BaseScanProviderFilter(FilterSet):
     """
     Abstract base filter for models with FK to Scan (and Scan has FK to Provider).
 
-    Provides standard provider_id and provider_type filters via scan relationship.
+    Provides standard provider_id, provider_type, and provider_groups filters via scan relationship.
     Subclasses must define Meta.model.
     """
 
@@ -140,6 +150,16 @@ class BaseScanProviderFilter(FilterSet):
         choices=Provider.ProviderChoices.choices,
         lookup_expr="in",
     )
+    provider_groups = UUIDFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
 
     class Meta:
         abstract = True
@@ -160,6 +180,16 @@ class CommonFindingFilters(FilterSet):
     provider_type__in = ChoiceInFilter(
         choices=Provider.ProviderChoices.choices, field_name="scan__provider__provider"
     )
+    provider_groups = UUIDFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     provider_uid = CharFilter(field_name="scan__provider__uid", lookup_expr="exact")
     provider_uid__in = CharInFilter(field_name="scan__provider__uid", lookup_expr="in")
     provider_uid__icontains = CharFilter(
@@ -370,6 +400,12 @@ class ProviderFilter(FilterSet):
         choices=Provider.ProviderChoices.choices,
         lookup_expr="in",
     )
+    provider_groups = UUIDFilter(
+        field_name="provider_groups__id", lookup_expr="exact", distinct=True
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider_groups__id", lookup_expr="in", distinct=True
+    )
 
     class Meta:
         model = Provider
@@ -395,6 +431,16 @@ class ProviderRelationshipFilterSet(FilterSet):
     provider_type__in = ChoiceInFilter(
         choices=Provider.ProviderChoices.choices, field_name="provider__provider"
     )
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     provider_uid = CharFilter(field_name="provider__uid", lookup_expr="exact")
     provider_uid__in = CharInFilter(field_name="provider__uid", lookup_expr="in")
     provider_uid__icontains = CharFilter(
@@ -1001,6 +1047,16 @@ class FindingGroupSummaryFilter(_CheckTitleToCheckIdMixin, FilterSet):
         field_name="provider__provider", choices=Provider.ProviderChoices.choices
     )
     provider_type__in = CharInFilter(field_name="provider__provider", lookup_expr="in")
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
 
     class Meta:
         model = FindingGroupDailySummary
@@ -1101,6 +1157,16 @@ class LatestFindingGroupSummaryFilter(_CheckTitleToCheckIdMixin, FilterSet):
         field_name="provider__provider", choices=Provider.ProviderChoices.choices
     )
     provider_type__in = CharInFilter(field_name="provider__provider", lookup_expr="in")
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
 
     class Meta:
         model = FindingGroupDailySummary
@@ -1280,12 +1346,19 @@ class RoleFilter(FilterSet):
         }
 
 
-class ComplianceOverviewFilter(FilterSet):
+class ComplianceOverviewFilter(BaseScanProviderFilter):
+    """
+    Keep provider filters in the schema while runtime filtering resolves scans first.
+
+    Compliance overview provider filters are applied to the latest completed scans
+    in the viewset, then this filterset handles the remaining compliance fields.
+    """
+
     inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
-    scan_id = UUIDFilter(field_name="scan_id", required=True)
+    scan_id = UUIDFilter(field_name="scan_id")
     region = CharFilter(field_name="region")
 
-    class Meta:
+    class Meta(BaseScanProviderFilter.Meta):
         model = ComplianceRequirementOverview
         fields = {
             "inserted_at": ["date", "gte", "lte"],
@@ -1306,6 +1379,16 @@ class ScanSummaryFilter(FilterSet):
     provider_type__in = ChoiceInFilter(
         field_name="scan__provider__provider", choices=Provider.ProviderChoices.choices
     )
+    provider_groups = UUIDFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     region = CharFilter(field_name="region")
 
     class Meta:
@@ -1329,6 +1412,16 @@ class DailySeveritySummaryFilter(FilterSet):
     provider_type__in = ChoiceInFilter(
         field_name="provider__provider", choices=Provider.ProviderChoices.choices
     )
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     date_from = DateFilter(method="filter_noop")
     date_to = DateFilter(method="filter_noop")
 
@@ -1585,6 +1678,16 @@ class ThreatScoreSnapshotFilter(FilterSet):
         choices=Provider.ProviderChoices.choices,
         lookup_expr="in",
     )
+    provider_groups = UUIDFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     compliance_id = CharFilter(field_name="compliance_id", lookup_expr="exact")
     compliance_id__in = CharInFilter(field_name="compliance_id", lookup_expr="in")
 
@@ -1628,6 +1731,16 @@ class ResourceGroupOverviewFilter(FilterSet):
         choices=Provider.ProviderChoices.choices,
         lookup_expr="in",
     )
+    provider_groups = UUIDFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="exact",
+        distinct=True,
+    )
+    provider_groups__in = UUIDInFilter(
+        field_name="scan__provider__provider_groups__id",
+        lookup_expr="in",
+        distinct=True,
+    )
     resource_group = CharFilter(field_name="resource_group", lookup_expr="exact")
     resource_group__in = CharInFilter(field_name="resource_group", lookup_expr="in")
 

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

@@ -0,0 +1,59 @@
+from django.core.management.base import BaseCommand
+
+from tasks.jobs.orphan_recovery import reconcile_orphans
+
+
+class Command(BaseCommand):
+    help = (
+        "Recover orphaned allowlisted Celery tasks whose worker is gone and mark "
+        "other stale task results terminal. Single-flight via a Postgres advisory lock."
+    )
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--grace-minutes",
+            type=int,
+            default=2,
+            help="Skip tasks started within this window (worker may still register).",
+        )
+        parser.add_argument(
+            "--max-attempts",
+            type=int,
+            default=3,
+            help="Give up re-running a task after this many recovery attempts; it is then left terminal instead of re-enqueued.",
+        )
+        parser.add_argument(
+            "--dry-run",
+            action="store_true",
+            help="Detect and report orphans without revoking or re-enqueuing.",
+        )
+
+    def handle(self, *args, **options):
+        result = reconcile_orphans(
+            grace_minutes=options["grace_minutes"],
+            max_attempts=options["max_attempts"],
+            dry_run=options["dry_run"],
+        )
+
+        if not result.get("acquired"):
+            self.stdout.write("Reconcile skipped: another run holds the lock.")
+            return
+
+        if result.get("enabled") is False:
+            message = (
+                "Task recovery is disabled (DJANGO_TASK_RECOVERY_ENABLED is off); "
+                "no orphans were recovered."
+            )
+            if result.get("attack_paths") is not None:
+                message += " Attack-paths stale cleanup still ran."
+            self.stdout.write(message)
+            return
+
+        self.stdout.write(
+            self.style.SUCCESS(
+                "Orphan reconcile complete: "
+                f"recovered={len(result.get('recovered', []))} "
+                f"failed={len(result.get('failed', []))} "
+                f"skipped(in-flight)={len(result.get('skipped', []))}"
+            )
+        )

api/src/backend/api/middleware.py

@@ -1,9 +1,35 @@
 import logging
 import time
 
+from django.core.handlers.asgi import ASGIRequest
+from django.db import connections
+
 from config.custom_logging import BackendLogger
 
 
+class CloseDBConnectionsMiddleware:
+    """
+    Close request-scoped DB connections at the end of each ASGI request.
+
+    Under the ASGI worker, connections opened by sync views are not released
+    by Django's normal request-boundary cleanup, so they accumulate idle until
+    Postgres runs out of slots. Only ASGI requests are handled; the sync WSGI
+    test client manages its own connections and must be left alone.
+    """
+
+    def __init__(self, get_response):
+        self.get_response = get_response
+
+    def __call__(self, request):
+        try:
+            return self.get_response(request)
+        finally:
+            if isinstance(request, ASGIRequest):
+                for conn in connections.all(initialized_only=True):
+                    if not conn.in_atomic_block:
+                        conn.close_if_unusable_or_obsolete()
+
+
 def extract_auth_info(request) -> dict:
     if getattr(request, "auth", None) is not None:
         tenant_id = request.auth.get("tenant_id", "N/A")

api/src/backend/api/migrations/0095_reconcile_orphan_tasks_periodic_task.py

@@ -0,0 +1,49 @@
+from django.db import migrations
+
+
+TASK_NAME = "reconcile-orphan-tasks"
+INTERVAL_MINUTES = 2
+
+
+def create_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    schedule, _ = IntervalSchedule.objects.get_or_create(
+        every=INTERVAL_MINUTES,
+        period="minutes",
+    )
+
+    PeriodicTask.objects.update_or_create(
+        name=TASK_NAME,
+        defaults={
+            "task": TASK_NAME,
+            "interval": schedule,
+            "enabled": True,
+        },
+    )
+
+
+def delete_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    PeriodicTask.objects.filter(name=TASK_NAME).delete()
+
+    # Clean up the schedule if no other task references it
+    IntervalSchedule.objects.filter(
+        every=INTERVAL_MINUTES,
+        period="minutes",
+        periodictask__isnull=True,
+    ).delete()
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0093_okta_provider"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        migrations.RunPython(create_periodic_task, delete_periodic_task),
+    ]

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

@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
   title: Prowler API
-  version: 1.30.0
+  version: 1.32.2
   description: |-
     Prowler API specification.
 
@@ -13137,8 +13137,59 @@ paths:
       responses:
         '200':
           description: CSV file containing the compliance report
+        '202':
+          description: The task is in progress
+        '403':
+          description: There is a problem with credentials
         '404':
-          description: Compliance report not found
+          description: Compliance report not found, or the scan has no reports yet
+  /api/v1/scans/{id}/compliance/{name}/ocsf:
+    get:
+      operationId: scans_compliance_ocsf_retrieve
+      description: Download a specific compliance report as an OCSF JSON file. Only
+        universal frameworks that declare an output configuration produce this artifact
+        (currently 'dora' and 'csa_ccm_4.0'); any other framework returns 404.
+      summary: Retrieve compliance report as OCSF JSON
+      parameters:
+      - in: query
+        name: fields[scan-reports]
+        schema:
+          type: array
+          items:
+            type: string
+            enum:
+            - id
+            - name
+        description: endpoint return only specific fields in the response on a per-type
+          basis by including a fields[TYPE] query parameter.
+        explode: false
+      - in: path
+        name: id
+        schema:
+          type: string
+          format: uuid
+        description: A UUID string identifying this scan.
+        required: true
+      - in: path
+        name: name
+        schema:
+          type: string
+        description: The compliance report name, like 'dora'
+        required: true
+      tags:
+      - Scan
+      security:
+      - JWT or API Key: []
+      responses:
+        '200':
+          description: OCSF JSON file containing the compliance report
+        '202':
+          description: The task is in progress
+        '403':
+          description: There is a problem with credentials
+        '404':
+          description: Compliance report not found, the framework does not provide
+            an OCSF export, or the scan has no reports yet
   /api/v1/scans/{id}/csa:
     get:
       operationId: scans_csa_retrieve

api/src/backend/api/sse/__init__.py

@@ -0,0 +1,13 @@
+"""Platform Server-Sent Events (SSE) infrastructure.
+
+Wires `django-eventstream` into the API: a base viewset features
+subclass to expose an SSE endpoint
+(:class:`api.sse.base_views.BaseSSEViewSet`), the channel manager that
+enforces the tenant gate (:class:`api.sse.channelmanager.SSEChannelManager`),
+and the channel-name helpers (:func:`api.sse.utils.make_channel_name`).
+"""
+
+from api.sse.utils import make_channel_name
+from api.sse.base_views import BaseSSEViewSet
+
+__all__ = ["BaseSSEViewSet", "make_channel_name"]

api/src/backend/api/sse/base_views.py

@@ -0,0 +1,46 @@
+"""Base view class for SSE endpoints."""
+
+from api.authentication import SSEAuthentication
+from api.base_views import BaseRLSViewSet
+from django_eventstream.renderers import SSEEventRenderer
+from django_eventstream.views import events
+
+
+class BaseSSEViewSet(BaseRLSViewSet):
+    """Base class for platform SSE endpoints.
+
+    Subclasses override method `get_channels` to declare the channel
+    names the connection should subscribe to — the same way a regular
+    DRF viewset overrides method `get_queryset`. The channel manager
+    reads the result from `request.sse_channels`; there is no other
+    coupling between platform and feature.
+    """
+
+    authentication_classes = [SSEAuthentication]
+    # Pin the SSE renderer so content negotiation accepts the browser's
+    # `Accept: text/event-stream`.
+    renderer_classes = [SSEEventRenderer]
+
+    def get_channels(self) -> set[str]:
+        """Return the channels this connection subscribes to.
+
+        Implementations MUST raise the relevant DRF exceptions
+        (`NotAuthenticated`, `PermissionDenied`, `NotFound`) when
+        authorization fails. Returning an empty set would surface as
+        django-eventstream's "No channels specified" which masks the
+        real cause.
+        """
+        raise NotImplementedError
+
+    def get_queryset(self):
+        # Most SSE viewsets only need `get_channels` and never call
+        # `get_queryset` (the SSE list path bypasses serialization
+        # entirely). Subclasses that perform their own queryset lookup
+        # inside `get_channels` should override; the default raises
+        # the same error a missing override on a ModelViewSet would.
+        raise NotImplementedError
+
+    def list(self, request, *_args, **kwargs):
+        """Resolve channels under the regular DRF stack and stream."""
+        request.sse_channels = self.get_channels()
+        return events(request, **kwargs)

api/src/backend/api/sse/channelmanager.py

@@ -0,0 +1,75 @@
+"""Channel manager that wires `django-eventstream` to platform SSE views."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+from uuid import UUID
+
+from django_eventstream.channelmanager import DefaultChannelManager
+from rest_framework.request import Request
+
+from api.sse.utils import tenant_id_from_channel
+
+if TYPE_CHECKING:
+    from api.models import User
+
+
+class SSEChannelManager(DefaultChannelManager):
+    """Connect `django-eventstream` to the platform's SSE viewsets."""
+
+    def get_channels_for_request(self, request: Request, view_kwargs: dict) -> set[str]:  # noqa: vulture
+        """Return the request's channels scoped to the active JWT tenant.
+
+        Args:
+            request: The authenticated DRF request, carrying `tenant_id`
+                (set by `BaseRLSViewSet`) and `sse_channels` (set by
+                `BaseSSEViewSet.list`).
+            view_kwargs: URL keyword arguments from django-eventstream;
+                unused because channels are resolved on the request.
+
+        Returns:
+            The subset of `request.sse_channels` whose embedded tenant
+            matches the active request tenant.
+        """
+        try:
+            request_tenant_id = UUID(str(getattr(request, "tenant_id", None)))
+        except (TypeError, ValueError):
+            return set()
+        return {
+            channel
+            for channel in getattr(request, "sse_channels", set())
+            if tenant_id_from_channel(channel) == request_tenant_id
+        }
+
+    def can_read_channel(self, user: "User | None", channel: str) -> bool:
+        """Re-verify tenant membership once the stream is established.
+
+        Args:
+            user: The connection's authenticated `User`, or `None` for an
+                anonymous connection — django-eventstream passes `None`
+                rather than an `AnonymousUser`.
+            channel: The channel name being read, in the canonical
+                `<prefix>:<tenant_id>:<resource_id>` format.
+
+        Returns:
+            `True` only when `user` is authenticated and a member of the
+            tenant embedded in `channel`; `False` otherwise, including for
+            anonymous connections and malformed channel names.
+        """
+        if user is None or not user.is_authenticated:
+            return False
+        tenant_id = tenant_id_from_channel(channel)
+        if tenant_id is None:
+            return False
+        return user.is_member_of_tenant(tenant_id)
+
+    def is_channel_reliable(self, channel: str) -> bool:
+        """Report whether the channel keeps a server-side replay buffer.
+
+        Args:
+            channel: The channel name being queried.
+
+        Returns:
+            `False`, unconditionally. Replay storage is not configured
+        """
+        return False

api/src/backend/api/sse/utils.py

@@ -0,0 +1,51 @@
+"""Channel-name convention shared by SSE publishers, consumers, and the
+channel manager. The format is `<prefix>:<tenant_id>:<resource_id>`.
+"""
+
+from __future__ import annotations
+
+import uuid
+
+CHANNEL_SEPARATOR = ":"
+
+
+def make_channel_name(
+    prefix: str,
+    tenant_id: str | uuid.UUID,
+    resource_id: str | uuid.UUID,
+) -> str:
+    """Build the canonical channel name for a resource.
+
+    Args:
+        prefix: Feature-owned prefix (e.g. `"lighthouse-session"`).
+        tenant_id: Tenant the resource belongs to.
+        resource_id: Resource identifier within the tenant.
+
+    Raises:
+        ValueError: If any segment contains `CHANNEL_SEPARATOR`, which
+            would break the `<prefix>:<tenant_id>:<resource_id>` contract
+            and let a crafted name smuggle extra segments past the parser.
+    """
+    segments = (str(prefix), str(tenant_id), str(resource_id))
+    if any(CHANNEL_SEPARATOR in segment for segment in segments):
+        raise ValueError(
+            f"Channel segments must not contain '{CHANNEL_SEPARATOR}': {segments!r}"
+        )
+    return CHANNEL_SEPARATOR.join(segments)
+
+
+def tenant_id_from_channel(channel: str) -> uuid.UUID | None:
+    """Return the tenant UUID embedded in *channel*, or `None` if
+    *channel* does not follow the platform convention.
+
+    A `None` result MUST be treated by callers as "not authorized" or
+    a malformed channel cannot be safely read.
+    """
+    segments = channel.split(CHANNEL_SEPARATOR)
+    if len(segments) != 3:
+        # Reject non-canonical names
+        return None
+    try:
+        return uuid.UUID(segments[1])
+    except ValueError:
+        return None

api/src/backend/api/tests/test_adapters.py

@@ -1,3 +1,4 @@
+from types import SimpleNamespace
 from unittest.mock import MagicMock, patch
 
 import pytest
@@ -5,9 +6,48 @@ from allauth.socialaccount.models import SocialLogin
 from django.contrib.auth import get_user_model
 
 from api.adapters import ProwlerSocialAccountAdapter
+from api.db_router import MainRouter
+from api.models import SAMLConfiguration
 
 User = get_user_model()
 
+# Minimal, well-formed IdP metadata accepted by SAMLConfiguration._parse_metadata.
+VALID_METADATA = """<?xml version='1.0' encoding='UTF-8'?>
+<md:EntityDescriptor entityID='TEST' xmlns:md='urn:oasis:names:tc:SAML:2.0:metadata'>
+<md:IDPSSODescriptor WantAuthnRequestsSigned='false' protocolSupportEnumeration='urn:oasis:names:tc:SAML:2.0:protocol'>
+    <md:KeyDescriptor use='signing'>
+    <ds:KeyInfo xmlns:ds='http://www.w3.org/2000/09/xmldsig#'>
+        <ds:X509Data>
+        <ds:X509Certificate>FAKECERTDATA</ds:X509Certificate>
+        </ds:X509Data>
+    </ds:KeyInfo>
+    </md:KeyDescriptor>
+    <md:SingleSignOnService Binding='urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST' Location='https://idp.test/sso'/>
+</md:IDPSSODescriptor>
+</md:EntityDescriptor>
+"""
+
+
+def _saml_request(rf, organization_slug):
+    """Build an ACS request whose resolver_match carries the organization slug,
+    mirroring how Django populates it after routing the SAML ACS URL."""
+    request = rf.post(f"/api/v1/accounts/saml/{organization_slug}/acs/finish/")
+    request.resolver_match = SimpleNamespace(
+        kwargs={"organization_slug": organization_slug}
+    )
+    return request
+
+
+def _saml_sociallogin(user):
+    sociallogin = MagicMock(spec=SocialLogin)
+    sociallogin.account = MagicMock()
+    sociallogin.provider = MagicMock()
+    sociallogin.provider.id = "saml"
+    sociallogin.account.extra_data = {}
+    sociallogin.user = user
+    sociallogin.connect = MagicMock()
+    return sociallogin
+
 
 @pytest.mark.django_db
 class TestProwlerSocialAccountAdapter:
@@ -20,26 +60,99 @@ class TestProwlerSocialAccountAdapter:
         adapter = ProwlerSocialAccountAdapter()
         assert adapter.get_user_by_email("notfound@example.com") is None
 
-    def test_pre_social_login_links_existing_user(self, create_test_user, rf):
+    def test_pre_social_login_links_member_of_saml_tenant(
+        self, create_test_user, tenants_fixture, rf
+    ):
+        """A SAML login links to an existing account only when that user is
+        already a member of the tenant that owns the asserted email domain."""
         adapter = ProwlerSocialAccountAdapter()
+        # create_test_user (dev@prowler.com) is a member of tenant1.
+        domain = create_test_user.email.rsplit("@", 1)[-1]
+        SAMLConfiguration.objects.using(MainRouter.admin_db).create(
+            email_domain=domain,
+            metadata_xml=VALID_METADATA,
+            tenant=tenants_fixture[0],
+        )
 
-        sociallogin = MagicMock(spec=SocialLogin)
-        sociallogin.account = MagicMock()
-        sociallogin.provider = MagicMock()
-        sociallogin.provider.id = "saml"
-        sociallogin.account.extra_data = {}
-        sociallogin.user = create_test_user
-        sociallogin.connect = MagicMock()
-
-        adapter.pre_social_login(rf.get("/"), sociallogin)
+        sociallogin = _saml_sociallogin(create_test_user)
+        adapter.pre_social_login(_saml_request(rf, domain), sociallogin)
 
         call_args = sociallogin.connect.call_args
         assert call_args is not None
-
-        called_request, called_user = call_args[0]
-        assert called_request.path == "/"
+        _, called_user = call_args[0]
         assert called_user.email == create_test_user.email
 
+    def test_pre_social_login_blocks_cross_tenant_takeover(
+        self, create_test_user, tenants_fixture, rf
+    ):
+        """GHSA-h8m9-jgf8-vwvp: an attacker tenant that claims the victim's
+        email domain must NOT be able to link to the victim's account, because
+        the victim is not a member of the attacker's tenant."""
+        adapter = ProwlerSocialAccountAdapter()
+        domain = create_test_user.email.rsplit("@", 1)[-1]
+        # tenant3 is the attacker tenant; create_test_user is NOT a member of it.
+        attacker_tenant = tenants_fixture[2]
+        assert not create_test_user.is_member_of_tenant(str(attacker_tenant.id))
+        SAMLConfiguration.objects.using(MainRouter.admin_db).create(
+            email_domain=domain,
+            metadata_xml=VALID_METADATA,
+            tenant=attacker_tenant,
+        )
+
+        sociallogin = _saml_sociallogin(create_test_user)
+        adapter.pre_social_login(_saml_request(rf, domain), sociallogin)
+
+        sociallogin.connect.assert_not_called()
+
+    def test_pre_social_login_blocks_domain_slug_mismatch(
+        self, create_test_user, tenants_fixture, rf
+    ):
+        """The asserted email domain must match the ACS endpoint's slug, so an
+        assertion cannot be replayed through a different tenant's endpoint."""
+        adapter = ProwlerSocialAccountAdapter()
+        domain = create_test_user.email.rsplit("@", 1)[-1]
+        SAMLConfiguration.objects.using(MainRouter.admin_db).create(
+            email_domain=domain,
+            metadata_xml=VALID_METADATA,
+            tenant=tenants_fixture[0],
+        )
+
+        sociallogin = _saml_sociallogin(create_test_user)
+        # Slug points at a different domain than the asserted email.
+        adapter.pre_social_login(_saml_request(rf, "attacker.com"), sociallogin)
+
+        sociallogin.connect.assert_not_called()
+
+    def test_pre_social_login_blocks_when_no_saml_config(
+        self, create_test_user, tenants_fixture, rf
+    ):
+        """No SAML configuration for the domain means nothing to link against."""
+        adapter = ProwlerSocialAccountAdapter()
+        domain = create_test_user.email.rsplit("@", 1)[-1]
+
+        sociallogin = _saml_sociallogin(create_test_user)
+        adapter.pre_social_login(_saml_request(rf, domain), sociallogin)
+
+        sociallogin.connect.assert_not_called()
+
+    def test_pre_social_login_blocks_without_resolver_match(
+        self, create_test_user, tenants_fixture, rf
+    ):
+        """Fail closed: if the request has no resolver_match we cannot bind the
+        assertion to a tenant, so no linking happens."""
+        adapter = ProwlerSocialAccountAdapter()
+        domain = create_test_user.email.rsplit("@", 1)[-1]
+        SAMLConfiguration.objects.using(MainRouter.admin_db).create(
+            email_domain=domain,
+            metadata_xml=VALID_METADATA,
+            tenant=tenants_fixture[0],
+        )
+
+        sociallogin = _saml_sociallogin(create_test_user)
+        adapter.pre_social_login(rf.post("/"), sociallogin)
+
+        sociallogin.connect.assert_not_called()
+
     def test_pre_social_login_no_link_if_email_missing(self, rf):
         adapter = ProwlerSocialAccountAdapter()
 
@@ -47,14 +160,35 @@ class TestProwlerSocialAccountAdapter:
         sociallogin.account = MagicMock()
         sociallogin.provider = MagicMock()
         sociallogin.user = MagicMock()
+        sociallogin.user.email = ""
         sociallogin.provider.id = "saml"
         sociallogin.account.extra_data = {}
         sociallogin.connect = MagicMock()
 
-        adapter.pre_social_login(rf.get("/"), sociallogin)
+        adapter.pre_social_login(_saml_request(rf, "prowler.com"), sociallogin)
 
         sociallogin.connect.assert_not_called()
 
+    def test_pre_social_login_non_saml_links_by_email(self, create_test_user, rf):
+        """Non-SAML providers (e.g. Google/GitHub) still link to an existing
+        local account by email; the tenant binding only applies to SAML."""
+        adapter = ProwlerSocialAccountAdapter()
+
+        sociallogin = MagicMock(spec=SocialLogin)
+        sociallogin.account = MagicMock()
+        sociallogin.provider = MagicMock()
+        sociallogin.provider.id = "google"
+        sociallogin.account.extra_data = {"email": create_test_user.email}
+        sociallogin.user = create_test_user
+        sociallogin.connect = MagicMock()
+
+        adapter.pre_social_login(rf.get("/"), sociallogin)
+
+        call_args = sociallogin.connect.call_args
+        assert call_args is not None
+        _, called_user = call_args[0]
+        assert called_user.email == create_test_user.email
+
     def test_save_user_saml_sets_session_flag(self, rf):
         adapter = ProwlerSocialAccountAdapter()
         request = rf.get("/")

api/src/backend/api/tests/test_apps.py

@@ -182,23 +182,19 @@ def _make_app():
     return ApiConfig("api", api)
 
 
-def test_ready_initializes_driver_for_api_process(monkeypatch):
+@pytest.mark.parametrize(
+    "argv",
+    [
+        ["gunicorn"],
+        ["celery", "-A", "api"],
+        ["manage.py", "migrate"],
+    ],
+    ids=["api", "celery", "manage_py"],
+)
+def test_ready_never_eagerly_initializes_neo4j_driver(monkeypatch, argv):
+    """ready() must never contact Neo4j; the driver is created lazily on first use."""
     config = _make_app()
-    _set_argv(monkeypatch, ["gunicorn"])
-    _set_testing(monkeypatch, False)
-
-    with (
-        patch.object(ApiConfig, "_ensure_crypto_keys", return_value=None),
-        patch("api.attack_paths.database.init_driver") as init_driver,
-    ):
-        config.ready()
-
-    init_driver.assert_called_once()
-
-
-def test_ready_skips_driver_for_celery(monkeypatch):
-    config = _make_app()
-    _set_argv(monkeypatch, ["celery", "-A", "api"])
+    _set_argv(monkeypatch, argv)
     _set_testing(monkeypatch, False)
 
     with (
@@ -208,31 +204,3 @@ def test_ready_skips_driver_for_celery(monkeypatch):
         config.ready()
 
     init_driver.assert_not_called()
-
-
-def test_ready_skips_driver_for_manage_py_skip_command(monkeypatch):
-    config = _make_app()
-    _set_argv(monkeypatch, ["manage.py", "migrate"])
-    _set_testing(monkeypatch, False)
-
-    with (
-        patch.object(ApiConfig, "_ensure_crypto_keys", return_value=None),
-        patch("api.attack_paths.database.init_driver") as init_driver,
-    ):
-        config.ready()
-
-    init_driver.assert_not_called()
-
-
-def test_ready_skips_driver_when_testing(monkeypatch):
-    config = _make_app()
-    _set_argv(monkeypatch, ["gunicorn"])
-    _set_testing(monkeypatch, True)
-
-    with (
-        patch.object(ApiConfig, "_ensure_crypto_keys", return_value=None),
-        patch("api.attack_paths.database.init_driver") as init_driver,
-    ):
-        config.ready()
-
-    init_driver.assert_not_called()

api/src/backend/api/tests/test_attack_paths_database.py

@@ -1,15 +1,16 @@
 """
 Tests for Neo4j database lazy initialization.
 
-The Neo4j driver connects on first use by default. API processes may
-eagerly initialize the driver during app startup, while Celery workers
-remain lazy. These tests validate the database module behavior itself.
+The Neo4j driver is created on first use for every process type; app startup
+never contacts Neo4j. These tests validate the database module behavior itself.
 """
 
 import threading
+
 from unittest.mock import MagicMock, patch
 
 import neo4j
+import neo4j.exceptions
 import pytest
 
 import api.attack_paths.database as db_module
@@ -59,6 +60,32 @@ class TestLazyInitialization:
         assert result is mock_driver
         assert db_module._driver is mock_driver
 
+    @patch("api.attack_paths.database.settings")
+    @patch("api.attack_paths.database.neo4j.GraphDatabase.driver")
+    def test_init_driver_leaves_driver_none_when_verify_fails(
+        self, mock_driver_factory, mock_settings
+    ):
+        """A failed verify_connectivity() must not publish or leak the driver."""
+        mock_driver = MagicMock()
+        mock_driver.verify_connectivity.side_effect = (
+            neo4j.exceptions.ServiceUnavailable("down")
+        )
+        mock_driver_factory.return_value = mock_driver
+        mock_settings.DATABASES = {
+            "neo4j": {
+                "HOST": "localhost",
+                "PORT": 7687,
+                "USER": "neo4j",
+                "PASSWORD": "password",
+            }
+        }
+
+        with pytest.raises(neo4j.exceptions.ServiceUnavailable):
+            db_module.init_driver()
+
+        assert db_module._driver is None
+        mock_driver.close.assert_called_once()
+
     @patch("api.attack_paths.database.settings")
     @patch("api.attack_paths.database.neo4j.GraphDatabase.driver")
     def test_init_driver_returns_cached_driver_on_subsequent_calls(
@@ -116,21 +143,23 @@ class TestConnectionAcquisitionTimeout:
     @pytest.fixture(autouse=True)
     def reset_module_state(self):
         original_driver = db_module._driver
-        original_timeout = db_module.CONN_ACQUISITION_TIMEOUT
+        original_acq_timeout = db_module.CONN_ACQUISITION_TIMEOUT
+        original_conn_timeout = db_module.CONNECTION_TIMEOUT
 
         db_module._driver = None
 
         yield
 
         db_module._driver = original_driver
-        db_module.CONN_ACQUISITION_TIMEOUT = original_timeout
+        db_module.CONN_ACQUISITION_TIMEOUT = original_acq_timeout
+        db_module.CONNECTION_TIMEOUT = original_conn_timeout
 
     @patch("api.attack_paths.database.settings")
     @patch("api.attack_paths.database.neo4j.GraphDatabase.driver")
     def test_driver_receives_configured_timeout(
         self, mock_driver_factory, mock_settings
     ):
-        """init_driver() should pass CONN_ACQUISITION_TIMEOUT to the neo4j driver."""
+        """init_driver() should pass the configured timeouts to the neo4j driver."""
         mock_driver_factory.return_value = MagicMock()
         mock_settings.DATABASES = {
             "neo4j": {
@@ -141,11 +170,13 @@ class TestConnectionAcquisitionTimeout:
             }
         }
         db_module.CONN_ACQUISITION_TIMEOUT = 42
+        db_module.CONNECTION_TIMEOUT = 7
 
         db_module.init_driver()
 
         _, kwargs = mock_driver_factory.call_args
         assert kwargs["connection_acquisition_timeout"] == 42
+        assert kwargs["connection_timeout"] == 7
 
 
 class TestAtexitRegistration:
@@ -511,3 +542,84 @@ class TestHasProviderData:
         ):
             with pytest.raises(db_module.GraphDatabaseQueryException):
                 db_module.has_provider_data("db-tenant-abc", "provider-123")
+
+
+class TestDropSubgraph:
+    """Test drop_subgraph two-phase batched deletion of a provider's graph."""
+
+    @staticmethod
+    def _result(count):
+        result = MagicMock()
+        result.single.return_value.get.return_value = count
+        return result
+
+    @staticmethod
+    def _session_ctx(session):
+        ctx = MagicMock()
+        ctx.__enter__.return_value = session
+        ctx.__exit__.return_value = False
+        return ctx
+
+    def test_deletes_relationships_then_nodes_in_batches(self):
+        session = MagicMock()
+        # Phase 1 (relationships): one full batch then empty.
+        # Phase 2 (nodes): one full batch then empty.
+        session.run.side_effect = [
+            self._result(1000),
+            self._result(0),
+            self._result(1000),
+            self._result(0),
+        ]
+
+        with patch(
+            "api.attack_paths.database.get_session",
+            return_value=self._session_ctx(session),
+        ):
+            deleted = db_module.drop_subgraph("db-tenant-abc", "provider-123")
+
+        # Only phase-2 node counts contribute to the return value.
+        assert deleted == 1000
+        assert session.run.call_count == 4
+
+        queries = [call.args[0] for call in session.run.call_args_list]
+
+        # Regression guard: the memory blow-up was caused by DETACH DELETE.
+        assert all("DETACH DELETE" not in query for query in queries)
+
+        rel_queries = [query for query in queries if "DELETE r" in query]
+        node_queries = [query for query in queries if "DELETE n" in query]
+        assert rel_queries and node_queries
+        # DISTINCT avoids double-counting relationships matched from both ends.
+        assert all("DISTINCT r" in query for query in rel_queries)
+
+        # Relationships must be fully drained before nodes are deleted.
+        first_node = next(i for i, q in enumerate(queries) if "DELETE n" in q)
+        last_rel = max(i for i, q in enumerate(queries) if "DELETE r" in q)
+        assert last_rel < first_node
+
+    def test_returns_zero_when_database_not_found(self):
+        session_ctx = MagicMock()
+        session_ctx.__enter__.side_effect = db_module.GraphDatabaseQueryException(
+            message="Database does not exist",
+            code="Neo.ClientError.Database.DatabaseNotFound",
+        )
+
+        with patch(
+            "api.attack_paths.database.get_session",
+            return_value=session_ctx,
+        ):
+            assert db_module.drop_subgraph("db-tenant-gone", "provider-123") == 0
+
+    def test_raises_on_other_errors(self):
+        session_ctx = MagicMock()
+        session_ctx.__enter__.side_effect = db_module.GraphDatabaseQueryException(
+            message="Connection refused",
+            code="Neo.TransientError.General.UnknownError",
+        )
+
+        with patch(
+            "api.attack_paths.database.get_session",
+            return_value=session_ctx,
+        ):
+            with pytest.raises(db_module.GraphDatabaseQueryException):
+                db_module.drop_subgraph("db-tenant-abc", "provider-123")

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

@@ -1,13 +1,16 @@
 import time
+
 from datetime import datetime, timedelta, timezone
-from unittest.mock import patch
+from unittest.mock import MagicMock, patch
 from uuid import uuid4
 
 import pytest
+
+from django.db.models.query import QuerySet
 from django.test import RequestFactory
 from rest_framework.exceptions import AuthenticationFailed
 
-from api.authentication import TenantAPIKeyAuthentication
+from api.authentication import SSEAuthentication, TenantAPIKeyAuthentication
 from api.db_router import MainRouter
 from api.models import TenantAPIKey
 
@@ -65,6 +68,54 @@ class TestTenantAPIKeyAuthentication:
         # Verify the manager was restored
         assert TenantAPIKey.objects == original_manager
 
+    def test_authenticate_credentials_keeps_manager_during_lookup(
+        self, auth_backend, api_keys_fixture, request_factory
+    ):
+        """Authentication must not expose a QuerySet as the model manager."""
+        api_key = api_keys_fixture[0]
+        raw_key = api_key._raw_key
+        _, encrypted_key = raw_key.split(TenantAPIKey.objects.separator, 1)
+
+        original_get = QuerySet.get
+        manager_has_create_api_key = []
+
+        def observe_manager(queryset, *args, **kwargs):
+            manager_has_create_api_key.append(
+                hasattr(TenantAPIKey.objects, "create_api_key")
+            )
+            return original_get(queryset, *args, **kwargs)
+
+        request = request_factory.get("/")
+
+        with patch.object(QuerySet, "get", observe_manager):
+            auth_backend._authenticate_credentials(request, encrypted_key)
+
+        assert manager_has_create_api_key
+        assert all(manager_has_create_api_key)
+
+    @pytest.mark.parametrize(
+        "payload",
+        [
+            {"_pk": str(uuid4()), "_exp": "not-a-timestamp"},
+            {
+                "_pk": "not-a-uuid",
+                "_exp": (datetime.now(timezone.utc) + timedelta(days=1)).timestamp(),
+            },
+            {"_pk": str(uuid4()), "_exp": True},
+        ],
+    )
+    def test_authenticate_credentials_rejects_malformed_payloads(
+        self, auth_backend, request_factory, payload
+    ):
+        """Malformed decrypted payloads fail as authentication errors."""
+        request = request_factory.get("/")
+        encrypted_key = auth_backend.key_crypto.generate(payload)
+
+        with pytest.raises(AuthenticationFailed) as exc_info:
+            auth_backend._authenticate_credentials(request, encrypted_key)
+
+        assert str(exc_info.value.detail) == "Invalid API Key."
+
     def test_authenticate_credentials_restores_manager_on_exception(
         self, auth_backend, request_factory
     ):
@@ -382,3 +433,62 @@ class TestTenantAPIKeyAuthentication:
             auth_backend.authenticate(request)
 
         assert str(exc_info.value.detail) == "API Key has already expired."
+
+
+class TestSSEAuthentication:
+    """`SSEAuthentication` adds an `?access_token=<jwt>` fallback for
+    browser `EventSource` clients while keeping the standard
+    `Authorization` header as the authoritative source."""
+
+    def test_header_present_delegates_to_super(self):
+        request = MagicMock()
+        request.headers = {"Authorization": "Bearer header-token"}
+        with patch.object(
+            SSEAuthentication.__bases__[0], "authenticate", return_value=("user", "tok")
+        ) as super_auth:
+            result = SSEAuthentication().authenticate(request)
+        super_auth.assert_called_once_with(request)
+        assert result == ("user", "tok")
+
+    def test_no_header_no_query_token_delegates_to_super(self):
+        request = MagicMock()
+        request.headers = {}
+        request.query_params = {}
+        with patch.object(
+            SSEAuthentication.__bases__[0], "authenticate", return_value=None
+        ) as super_auth:
+            result = SSEAuthentication().authenticate(request)
+        super_auth.assert_called_once_with(request)
+        assert result is None
+
+    def test_query_token_used_only_as_fallback(self):
+        request = MagicMock()
+        request.headers = {}
+        request.query_params = {"access_token": "query-jwt"}
+
+        jwt_instance = MagicMock()
+        jwt_instance.get_validated_token.return_value = "validated"
+        jwt_instance.get_user.return_value = "query-user"
+
+        with patch.object(SSEAuthentication, "jwt_auth", jwt_instance):
+            user, token = SSEAuthentication().authenticate(request)
+
+        jwt_instance.get_validated_token.assert_called_once_with("query-jwt")
+        assert user == "query-user"
+        assert token == "validated"
+
+    def test_query_token_invalid_raises_authentication_failed(self):
+        request = MagicMock()
+        request.headers = {}
+        request.query_params = {"access_token": "bad-token"}
+
+        jwt_instance = MagicMock()
+        jwt_instance.get_validated_token.side_effect = AuthenticationFailed(
+            "Invalid token"
+        )
+
+        with patch.object(SSEAuthentication, "jwt_auth", jwt_instance):
+            with pytest.raises(AuthenticationFailed):
+                SSEAuthentication().authenticate(request)
+
+        jwt_instance.get_validated_token.assert_called_once_with("bad-token")

api/src/backend/api/tests/test_celery_settings.py

@@ -41,3 +41,30 @@ class TestBuildCeleryBrokerUrl:
     def test_invalid_scheme_raises_error(self):
         with pytest.raises(ValueError, match="Invalid VALKEY_SCHEME 'http'"):
             _build_celery_broker_url("http", "", "", "valkey", "6379", "0")
+
+
+class TestCeleryWorkerConcurrency:
+    def _reimport_settings(self):
+        """Fresh import — importlib.reload() doesn't clear the module namespace,
+        so an attribute set by a prior test would leak into the unset case."""
+        import sys
+
+        sys.modules.pop("config.settings.celery", None)
+        import config.settings.celery as celery_settings
+
+        return celery_settings
+
+    def test_unset_leaves_setting_absent(self, monkeypatch):
+        monkeypatch.delenv("DJANGO_CELERY_WORKER_CONCURRENCY", raising=False)
+        mod = self._reimport_settings()
+        assert not hasattr(mod, "CELERY_WORKER_CONCURRENCY")
+
+    def test_explicit_value_applied(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_CELERY_WORKER_CONCURRENCY", "8")
+        mod = self._reimport_settings()
+        assert mod.CELERY_WORKER_CONCURRENCY == 8
+
+    def test_invalid_value_raises(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_CELERY_WORKER_CONCURRENCY", "not-a-number")
+        with pytest.raises(ValueError):
+            self._reimport_settings()

api/src/backend/api/tests/test_compliance.py

@@ -10,9 +10,12 @@ from api.compliance import (
     get_prowler_provider_checks,
     get_prowler_provider_compliance,
     load_prowler_checks,
+    warm_compliance_caches,
 )
 from api.models import Provider
-from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.check.compliance_models import (
+    get_bulk_compliance_frameworks_universal,
+)
 
 
 class TestCompliance:
@@ -28,16 +31,16 @@ class TestCompliance:
         assert set(checks) == {"check1", "check2", "check3"}
         mock_check_metadata.get_bulk.assert_called_once_with(provider_type)
 
-    @patch("api.compliance.Compliance")
-    def test_get_prowler_provider_compliance(self, mock_compliance):
+    @patch("api.compliance.get_bulk_compliance_frameworks_universal")
+    def test_get_prowler_provider_compliance(self, mock_get_bulk):
         provider_type = Provider.ProviderChoices.AWS
-        mock_compliance.get_bulk.return_value = {
+        mock_get_bulk.return_value = {
             "compliance1": MagicMock(),
             "compliance2": MagicMock(),
         }
         compliance_data = get_prowler_provider_compliance(provider_type)
-        assert compliance_data == mock_compliance.get_bulk.return_value
-        mock_compliance.get_bulk.assert_called_once_with(provider_type)
+        assert compliance_data == mock_get_bulk.return_value
+        mock_get_bulk.assert_called_once_with(provider_type)
 
     @patch("api.compliance.get_prowler_provider_checks")
     @patch("api.models.Provider.ProviderChoices")
@@ -51,9 +54,9 @@ class TestCompliance:
         prowler_compliance = {
             "aws": {
                 "compliance1": MagicMock(
-                    Requirements=[
+                    requirements=[
                         MagicMock(
-                            Checks=["check1", "check2"],
+                            checks={"aws": ["check1", "check2"]},
                         ),
                     ],
                 ),
@@ -167,35 +170,38 @@ class TestCompliance:
     def test_generate_compliance_overview_template(self, mock_provider_choices):
         mock_provider_choices.values = ["aws"]
 
+        # ``name`` is a reserved MagicMock kwarg (it labels the mock for repr,
+        # it does NOT set a ``.name`` attribute), so it must be assigned
+        # explicitly after construction.
         requirement1 = MagicMock(
-            Id="requirement1",
-            Name="Requirement 1",
-            Description="Description of requirement 1",
-            Attributes=[],
-            Checks=["check1", "check2"],
-            Tactics=["tactic1"],
-            SubTechniques=["subtechnique1"],
-            Platforms=["platform1"],
-            TechniqueURL="https://example.com",
+            id="requirement1",
+            description="Description of requirement 1",
+            attributes=[],
+            checks={"aws": ["check1", "check2"]},
+            tactics=["tactic1"],
+            sub_techniques=["subtechnique1"],
+            platforms=["platform1"],
+            technique_url="https://example.com",
         )
+        requirement1.name = "Requirement 1"
         requirement2 = MagicMock(
-            Id="requirement2",
-            Name="Requirement 2",
-            Description="Description of requirement 2",
-            Attributes=[],
-            Checks=[],
-            Tactics=[],
-            SubTechniques=[],
-            Platforms=[],
-            TechniqueURL="",
+            id="requirement2",
+            description="Description of requirement 2",
+            attributes=[],
+            checks={"aws": []},
+            tactics=[],
+            sub_techniques=[],
+            platforms=[],
+            technique_url="",
         )
+        requirement2.name = "Requirement 2"
         compliance1 = MagicMock(
-            Requirements=[requirement1, requirement2],
-            Framework="Framework 1",
-            Version="1.0",
-            Description="Description of compliance1",
-            Name="Compliance 1",
+            requirements=[requirement1, requirement2],
+            framework="Framework 1",
+            version="1.0",
+            description="Description of compliance1",
         )
+        compliance1.name = "Compliance 1"
         prowler_compliance = {"aws": {"compliance1": compliance1}}
 
         template = generate_compliance_overview_template(prowler_compliance)
@@ -262,33 +268,43 @@ def reset_compliance_cache():
     """Reset the module-level cache so each test starts cold."""
     previous = dict(compliance_module.AVAILABLE_COMPLIANCE_FRAMEWORKS)
     compliance_module.AVAILABLE_COMPLIANCE_FRAMEWORKS.clear()
+    # The warming flags are module-global; clear them so they do not leak
+    # between tests that call warm_compliance_caches.
+    compliance_module.COMPLIANCE_WARMING_STARTED.clear()
+    compliance_module.COMPLIANCE_WARMED.clear()
     try:
         yield
     finally:
         compliance_module.AVAILABLE_COMPLIANCE_FRAMEWORKS.clear()
         compliance_module.AVAILABLE_COMPLIANCE_FRAMEWORKS.update(previous)
+        compliance_module.COMPLIANCE_WARMING_STARTED.clear()
+        compliance_module.COMPLIANCE_WARMED.clear()
 
 
 class TestGetComplianceFrameworks:
     def test_returns_keys_from_compliance_get_bulk(self, reset_compliance_cache):
-        with patch("api.compliance.Compliance") as mock_compliance:
-            mock_compliance.get_bulk.return_value = {
+        with patch(
+            "api.compliance.get_bulk_compliance_frameworks_universal"
+        ) as mock_get_bulk:
+            mock_get_bulk.return_value = {
                 "cis_1.4_aws": MagicMock(),
                 "mitre_attack_aws": MagicMock(),
             }
             result = get_compliance_frameworks(Provider.ProviderChoices.AWS)
 
         assert sorted(result) == ["cis_1.4_aws", "mitre_attack_aws"]
-        mock_compliance.get_bulk.assert_called_once_with(Provider.ProviderChoices.AWS)
+        mock_get_bulk.assert_called_once_with(Provider.ProviderChoices.AWS)
 
     def test_caches_result_per_provider(self, reset_compliance_cache):
-        with patch("api.compliance.Compliance") as mock_compliance:
-            mock_compliance.get_bulk.return_value = {"cis_1.4_aws": MagicMock()}
+        with patch(
+            "api.compliance.get_bulk_compliance_frameworks_universal"
+        ) as mock_get_bulk:
+            mock_get_bulk.return_value = {"cis_1.4_aws": MagicMock()}
             get_compliance_frameworks(Provider.ProviderChoices.AWS)
             get_compliance_frameworks(Provider.ProviderChoices.AWS)
 
         # Cached after first call.
-        assert mock_compliance.get_bulk.call_count == 1
+        assert mock_get_bulk.call_count == 1
 
     @pytest.mark.parametrize(
         "provider_type",
@@ -296,17 +312,105 @@ class TestGetComplianceFrameworks:
     )
     def test_listing_is_subset_of_bulk(self, reset_compliance_cache, provider_type):
         """Regression for CLOUD-API-40S: every name returned by
-        ``get_compliance_frameworks`` must be loadable via ``Compliance.get_bulk``.
+        ``get_compliance_frameworks`` must be loadable via
+        ``get_bulk_compliance_frameworks_universal``.
 
         A divergence here is what produced ``KeyError: 'csa_ccm_4.0'`` in
         ``generate_outputs_task`` after universal/multi-provider compliance
         JSONs were introduced at the top-level ``prowler/compliance/`` path.
         """
-        bulk_keys = set(Compliance.get_bulk(provider_type).keys())
+        bulk_keys = set(get_bulk_compliance_frameworks_universal(provider_type).keys())
         listed = set(get_compliance_frameworks(provider_type))
 
         missing = listed - bulk_keys
         assert not missing, (
             f"get_compliance_frameworks({provider_type!r}) returned names not "
-            f"loadable by Compliance.get_bulk: {sorted(missing)}"
+            f"loadable by get_bulk_compliance_frameworks_universal: "
+            f"{sorted(missing)}"
         )
+
+
+class TestWarmComplianceCaches:
+    def test_warms_all_provider_types_by_default(self, reset_compliance_cache):
+        provider_types = list(Provider.ProviderChoices.values)
+        with (
+            patch("api.compliance.get_compliance_frameworks") as mock_frameworks,
+            patch("api.compliance._ensure_provider_loaded") as mock_ensure,
+        ):
+            warm_compliance_caches()
+
+        warmed = {call.args[0] for call in mock_frameworks.call_args_list}
+        assert warmed == set(provider_types)
+        assert mock_frameworks.call_count == len(provider_types)
+        assert mock_ensure.call_count == len(provider_types)
+
+    def test_warms_only_requested_provider_types(self, reset_compliance_cache):
+        with (
+            patch("api.compliance.get_compliance_frameworks") as mock_frameworks,
+            patch("api.compliance._ensure_provider_loaded") as mock_ensure,
+        ):
+            warm_compliance_caches([Provider.ProviderChoices.AWS])
+
+        mock_frameworks.assert_called_once_with(Provider.ProviderChoices.AWS)
+        mock_ensure.assert_called_once_with(Provider.ProviderChoices.AWS)
+
+    def test_populates_module_cache(self, reset_compliance_cache):
+        with (
+            patch(
+                "api.compliance.get_bulk_compliance_frameworks_universal"
+            ) as mock_get_bulk,
+            patch("api.compliance._ensure_provider_loaded"),
+        ):
+            mock_get_bulk.return_value = {"cis_1.4_aws": MagicMock()}
+            warm_compliance_caches([Provider.ProviderChoices.AWS])
+
+        assert (
+            Provider.ProviderChoices.AWS
+            in compliance_module.AVAILABLE_COMPLIANCE_FRAMEWORKS
+        )
+
+    def test_failing_provider_does_not_abort_the_rest(self, reset_compliance_cache):
+        """A failing provider (even on SystemExit) is isolated; others warm."""
+        providers = [Provider.ProviderChoices.AWS, Provider.ProviderChoices.OKTA]
+
+        def fake_frameworks(provider_type):
+            if provider_type == Provider.ProviderChoices.OKTA:
+                raise SystemExit(1)
+            return []
+
+        with (
+            patch(
+                "api.compliance.get_compliance_frameworks", side_effect=fake_frameworks
+            ),
+            patch("api.compliance._ensure_provider_loaded") as mock_ensure,
+        ):
+            failed = warm_compliance_caches(providers)
+
+        assert failed == [Provider.ProviderChoices.OKTA]
+        mock_ensure.assert_called_once_with(Provider.ProviderChoices.AWS)
+
+    def test_sets_readiness_flags(self, reset_compliance_cache):
+        assert not compliance_module.COMPLIANCE_WARMING_STARTED.is_set()
+        assert not compliance_module.COMPLIANCE_WARMED.is_set()
+
+        with (
+            patch("api.compliance.get_compliance_frameworks"),
+            patch("api.compliance._ensure_provider_loaded"),
+        ):
+            warm_compliance_caches([Provider.ProviderChoices.AWS])
+
+        assert compliance_module.COMPLIANCE_WARMING_STARTED.is_set()
+        assert compliance_module.COMPLIANCE_WARMED.is_set()
+
+    def test_marks_warmed_even_when_a_provider_fails(self, reset_compliance_cache):
+        """A failed provider still leaves the caches flagged as warmed."""
+        with (
+            patch(
+                "api.compliance.get_compliance_frameworks",
+                side_effect=SystemExit(1),
+            ),
+            patch("api.compliance._ensure_provider_loaded"),
+        ):
+            warm_compliance_caches([Provider.ProviderChoices.AWS])
+
+        assert compliance_module.COMPLIANCE_WARMED.is_set()

api/src/backend/api/tests/test_db_connection_labels.py

@@ -0,0 +1,55 @@
+from config.django.base import label_postgres_connections
+
+
+class TestLabelPostgresConnections:
+    def test_labels_postgres_and_skips_neo4j(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_APP_COMPONENT", "scan")
+        databases = {
+            "default": {"ENGINE": "psqlextra.backend"},
+            "neo4j": {"HOST": "neo4j", "PORT": "7687"},
+        }
+
+        label_postgres_connections(databases)
+
+        assert databases["default"]["OPTIONS"]["application_name"] == "scan:default"
+        assert "OPTIONS" not in databases["neo4j"]
+
+    def test_labels_plain_postgresql_backend(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_APP_COMPONENT", "api")
+        databases = {"saas": {"ENGINE": "django.db.backends.postgresql"}}
+
+        label_postgres_connections(databases)
+
+        assert databases["saas"]["OPTIONS"]["application_name"] == "api:saas"
+
+    def test_defaults_component_to_api_when_unset(self, monkeypatch):
+        monkeypatch.delenv("DJANGO_APP_COMPONENT", raising=False)
+        databases = {"default": {"ENGINE": "psqlextra.backend"}}
+
+        label_postgres_connections(databases)
+
+        assert databases["default"]["OPTIONS"]["application_name"] == "api:default"
+
+    def test_preserves_existing_options(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_APP_COMPONENT", "worker")
+        databases = {
+            "replica": {
+                "ENGINE": "psqlextra.backend",
+                "OPTIONS": {"sslmode": "require"},
+            }
+        }
+
+        label_postgres_connections(databases)
+
+        assert databases["replica"]["OPTIONS"] == {
+            "sslmode": "require",
+            "application_name": "worker:replica",
+        }
+
+    def test_truncates_application_name_to_63_bytes(self, monkeypatch):
+        monkeypatch.setenv("DJANGO_APP_COMPONENT", "c" * 80)
+        databases = {"default": {"ENGINE": "psqlextra.backend"}}
+
+        label_postgres_connections(databases)
+
+        assert len(databases["default"]["OPTIONS"]["application_name"]) == 63

api/src/backend/api/tests/test_sse.py

@@ -0,0 +1,191 @@
+"""Tests for the platform SSE infrastructure (``api.sse``).
+
+Cover the two security-critical platform pieces — the channel-name
+convention (:mod:`api.sse.utils`) and the tenant gate enforced by
+:class:`api.sse.channelmanager.SSEChannelManager`. The SSE authentication
+class lives in :mod:`api.authentication` with the rest of the auth stack,
+so its tests live in ``test_authentication.py``. Per-feature SSE endpoints
+add their own tests on top of these.
+"""
+
+import uuid
+from unittest.mock import MagicMock
+
+import pytest
+from django.http import StreamingHttpResponse
+from rest_framework.test import APIRequestFactory, force_authenticate
+
+from api.sse.base_views import BaseSSEViewSet
+from api.sse.channelmanager import SSEChannelManager
+from api.sse.utils import make_channel_name, tenant_id_from_channel
+
+
+class TestMakeChannel:
+    def test_round_trips_tenant_id(self):
+        tenant_id = uuid.uuid4()
+        channel = make_channel_name("lighthouse-session", tenant_id, uuid.uuid4())
+        assert tenant_id_from_channel(channel) == tenant_id
+
+    def test_accepts_str_arguments(self):
+        tenant_id = uuid.uuid4()
+        channel = make_channel_name("lighthouse-session", str(tenant_id), "resource-1")
+        assert channel == f"lighthouse-session:{tenant_id}:resource-1"
+
+    def test_prefix_with_hyphen_is_not_split(self):
+        # Prefixes contain hyphens but never colons, so the tenant id is
+        # always the second colon-separated segment.
+        tenant_id = uuid.uuid4()
+        channel = make_channel_name("a-long-hyphenated-prefix", tenant_id, "res")
+        assert tenant_id_from_channel(channel) == tenant_id
+
+    @pytest.mark.parametrize(
+        "prefix, tenant_id, resource_id",
+        [
+            ("evil:prefix", uuid.uuid4(), "res"),
+            ("prefix", uuid.uuid4(), "res:extra"),
+            ("prefix", "tenant:smuggled", "res"),
+        ],
+    )
+    def test_rejects_separator_injection(self, prefix, tenant_id, resource_id):
+        # A colon in any segment would let a crafted name smuggle extra
+        # segments past the parser, so construction must fail loudly.
+        with pytest.raises(ValueError):
+            make_channel_name(prefix, tenant_id, resource_id)
+
+
+class TestTenantIdFromChannel:
+    def test_returns_none_for_too_few_segments(self):
+        assert tenant_id_from_channel("prefix:only") is None
+        assert tenant_id_from_channel("garbage") is None
+
+    def test_returns_none_for_too_many_segments(self):
+        # A valid tenant UUID in position 1 must not authorize a
+        # non-canonical name that carries extra segments.
+        tenant_id = uuid.uuid4()
+        assert tenant_id_from_channel(f"prefix:{tenant_id}:resource:extra") is None
+
+    def test_returns_none_for_non_uuid_tenant_segment(self):
+        assert tenant_id_from_channel("prefix:not-a-uuid:resource") is None
+
+    def test_parses_valid_channel(self):
+        tenant_id = uuid.uuid4()
+        assert tenant_id_from_channel(f"prefix:{tenant_id}:resource") == tenant_id
+
+
+@pytest.mark.django_db
+class TestSSEChannelManager:
+    def test_member_can_read_own_tenant_channel(
+        self, create_test_user, tenants_fixture
+    ):
+        tenant = tenants_fixture[0]
+        channel = make_channel_name("lighthouse-session", tenant.id, uuid.uuid4())
+        assert SSEChannelManager().can_read_channel(create_test_user, channel)
+
+    def test_non_member_cannot_read_other_tenant_channel(
+        self, create_test_user, tenants_fixture
+    ):
+        # create_test_user is a member of tenant1 and tenant2 but not tenant3.
+        foreign_tenant = tenants_fixture[2]
+        channel = make_channel_name(
+            "lighthouse-session", foreign_tenant.id, uuid.uuid4()
+        )
+        assert not SSEChannelManager().can_read_channel(create_test_user, channel)
+
+    def test_anonymous_user_is_rejected(self, tenants_fixture):
+        channel = make_channel_name(
+            "lighthouse-session", tenants_fixture[0].id, uuid.uuid4()
+        )
+        assert not SSEChannelManager().can_read_channel(None, channel)
+
+        anon = MagicMock(is_authenticated=False)
+        assert not SSEChannelManager().can_read_channel(anon, channel)
+
+    def test_malformed_channel_is_rejected(self, create_test_user, tenants_fixture):
+        assert not SSEChannelManager().can_read_channel(create_test_user, "garbage")
+
+    def test_get_channels_for_request_returns_active_tenant_channels(self):
+        tenant_id = uuid.uuid4()
+        own = make_channel_name("prefix", tenant_id, "resource")
+        request = MagicMock()
+        request.tenant_id = str(tenant_id)
+        request.sse_channels = {own}
+        assert SSEChannelManager().get_channels_for_request(request, {}) == {own}
+
+    def test_get_channels_for_request_drops_other_tenant_channels(self):
+        # Fail-closed: a channel for a tenant other than the active JWT
+        # tenant is dropped before reaching django-eventstream, even if the
+        # viewset mistakenly stashed it. This is the primary tenant gate that
+        # binds authorization to request.tenant_id, not just membership.
+        active_tenant = uuid.uuid4()
+        own = make_channel_name("prefix", active_tenant, "resource")
+        foreign = make_channel_name("prefix", uuid.uuid4(), "resource")
+        request = MagicMock()
+        request.tenant_id = str(active_tenant)
+        request.sse_channels = {own, foreign}
+        assert SSEChannelManager().get_channels_for_request(request, {}) == {own}
+
+    def test_get_channels_for_request_drops_malformed_channels(self):
+        request = MagicMock()
+        request.tenant_id = str(uuid.uuid4())
+        request.sse_channels = {"garbage", "prefix:not-a-uuid:resource"}
+        assert SSEChannelManager().get_channels_for_request(request, {}) == set()
+
+    def test_get_channels_for_request_without_tenant_returns_empty(self):
+        # No active tenant on the request (auth/RLS never ran) → fail closed,
+        # regardless of any channels stashed on it.
+        request = MagicMock(spec=[])
+        assert SSEChannelManager().get_channels_for_request(request, {}) == set()
+
+    def test_get_channels_for_request_defaults_to_empty(self):
+        # A request that never went through BaseSSEViewSet.list has no
+        # sse_channels attribute; the manager must not raise.
+        request = object()
+        assert SSEChannelManager().get_channels_for_request(request, {}) == set()
+
+    def test_channel_is_not_reliable(self):
+        # v1 ships without server-side replay storage.
+        assert (
+            SSEChannelManager().is_channel_reliable("prefix:tenant:resource") is False
+        )
+
+
+@pytest.mark.django_db
+class TestBaseSSEViewSet:
+    """End-to-end check that the base viewset opens a stream.
+
+    ``BaseSSEViewSet.list`` hands the DRF ``Request`` straight to
+    django-eventstream's ``events()``, which is written for a plain
+    Django request. This drives a real request through the full DRF
+    stack (authentication, RLS, content negotiation, channel manager)
+    and asserts the result is an SSE stream, so the DRF/Django request
+    mismatch cannot regress silently.
+    """
+
+    def test_list_opens_event_stream(self, create_test_user, tenants_fixture):
+        tenant = tenants_fixture[0]
+        channel = make_channel_name("test-sse", tenant.id, uuid.uuid4())
+        seen_tenant_ids = []
+
+        class _StreamingSSEViewSet(BaseSSEViewSet):
+            def get_channels(self):
+                # Reached only after dispatch/initial ran, so the RLS
+                # tenant context is already on the request.
+                seen_tenant_ids.append(self.request.tenant_id)
+                return {channel}
+
+        request = APIRequestFactory().get("/api/v1/test-sse/stream")
+        force_authenticate(
+            request, user=create_test_user, token={"tenant_id": str(tenant.id)}
+        )
+
+        view = _StreamingSSEViewSet.as_view({"get": "list"})
+        response = view(request)
+
+        # A StreamingHttpResponse (not the plain HttpResponse used for SSE
+        # error envelopes) means events() accepted the DRF request, the
+        # channel manager handed it a non-empty channel set, and the
+        # stream was opened end to end.
+        assert isinstance(response, StreamingHttpResponse)
+        assert response.status_code == 200
+        assert response["Content-Type"] == "text/event-stream"
+        assert seen_tenant_ids == [str(tenant.id)]

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

@@ -357,6 +357,30 @@ class TestGetProwlerProviderKwargs:
         expected_result = {**secret_dict, **expected_extra_kwargs}
         assert result == expected_result
 
+    def test_get_prowler_provider_kwargs_oraclecloud_converts_region_string_to_set(
+        self,
+    ):
+        secret_dict = {
+            "user": "ocid1.user.oc1..fake",
+            "fingerprint": "00:11:22:33:44:55:66:77",
+            "key_content": "-----BEGIN PRIVATE KEY-----\nfake\n-----END PRIVATE KEY-----",
+            "tenancy": "ocid1.tenancy.oc1..fake",
+            "region": "us-ashburn-1",
+            "pass_phrase": "fake-passphrase",
+        }
+        secret_mock = MagicMock()
+        secret_mock.secret = secret_dict
+
+        provider = MagicMock()
+        provider.provider = Provider.ProviderChoices.ORACLECLOUD.value
+        provider.secret = secret_mock
+        provider.uid = "ocid1.tenancy.oc1..fake"
+
+        result = get_prowler_provider_kwargs(provider)
+
+        expected_result = {**secret_dict, "region": {"us-ashburn-1"}}
+        assert result == expected_result
+
     def test_get_prowler_provider_kwargs_with_mutelist(self):
         provider_uid = "provider_uid"
         secret_dict = {"key": "value"}

api/src/backend/api/utils.py

@@ -243,6 +243,12 @@ def get_prowler_provider_kwargs(
             **prowler_provider_kwargs,
             "filter_accounts": [provider.uid],
         }
+    elif provider.provider == Provider.ProviderChoices.ORACLECLOUD.value:
+        if isinstance(prowler_provider_kwargs.get("region"), str):
+            prowler_provider_kwargs = {
+                **prowler_provider_kwargs,
+                "region": {prowler_provider_kwargs["region"]},
+            }
     elif provider.provider == Provider.ProviderChoices.OPENSTACK.value:
         # clouds_yaml_content, clouds_yaml_cloud and provider_id are validated
         # in the provider itself, so it's not needed here.

api/src/backend/api/v1/mixins.py

@@ -1,6 +1,10 @@
+import uuid
+
+from django.http import QueryDict
 from django.urls import reverse
 from django_celery_results.models import TaskResult
 from rest_framework import status
+from rest_framework.exceptions import ValidationError
 from rest_framework.response import Response
 
 from api.exceptions import (
@@ -8,7 +12,7 @@ from api.exceptions import (
     TaskInProgressException,
     TaskNotFoundException,
 )
-from api.models import StateChoices, Task
+from api.models import Provider, StateChoices, Task
 from api.v1.serializers import TaskSerializer
 
 
@@ -74,6 +78,162 @@ class PaginateByPkMixin:
         return self.get_paginated_response(serialized)
 
 
+class JsonApiFilterMixin:
+    """Shared helpers for manually applying django-filter to JSON:API params."""
+
+    jsonapi_filter_replace_dots = False
+
+    def _normalize_jsonapi_params(
+        self,
+        query_params,
+        exclude_keys=None,
+        replace_dots=None,
+    ):
+        exclude_keys = exclude_keys or set()
+        if replace_dots is None:
+            replace_dots = self.jsonapi_filter_replace_dots
+
+        normalized = QueryDict(mutable=True)
+        for key, values in query_params.lists():
+            normalized_key = (
+                key[7:-1] if key.startswith("filter[") and key.endswith("]") else key
+            )
+            if replace_dots:
+                normalized_key = normalized_key.replace(".", "__")
+            if normalized_key not in exclude_keys:
+                normalized.setlist(normalized_key, values)
+        return normalized
+
+    def _apply_filterset(
+        self,
+        queryset,
+        filterset_class,
+        exclude_keys=None,
+        replace_dots=None,
+    ):
+        normalized_params = self._normalize_jsonapi_params(
+            self.request.query_params,
+            exclude_keys=set(exclude_keys or []),
+            replace_dots=replace_dots,
+        )
+        filterset = filterset_class(normalized_params, queryset=queryset)
+        if not filterset.is_valid():
+            raise ValidationError(filterset.errors)
+        return filterset.qs
+
+
+class ProviderFilterParamsMixin(JsonApiFilterMixin):
+    """Shared extraction of provider filters from JSON:API query params."""
+
+    PROVIDER_FILTER_KEYS = frozenset(
+        {
+            "provider_id",
+            "provider_id__in",
+            "provider_type",
+            "provider_type__in",
+            "provider_groups",
+            "provider_groups__in",
+        }
+    )
+    PROVIDER_FILTER_DOT_ALIAS_KEYS = frozenset(
+        {
+            "provider_id.in",
+            "provider_type.in",
+            "provider_groups.in",
+        }
+    )
+    PROVIDER_FILTER_QUERY_KEYS = PROVIDER_FILTER_KEYS | PROVIDER_FILTER_DOT_ALIAS_KEYS
+
+    def _csv_filter_values(self, value):
+        return [item.strip() for item in value.split(",") if item.strip()]
+
+    def _validate_uuid_filter_values(self, field_name, values):
+        try:
+            for value in values:
+                uuid.UUID(str(value))
+        except (TypeError, ValueError, AttributeError):
+            raise ValidationError({field_name: ["Enter a valid UUID."]})
+
+    def _has_provider_filters(self, include_dot_aliases=False):
+        provider_filter_keys = (
+            self.PROVIDER_FILTER_QUERY_KEYS
+            if include_dot_aliases
+            else self.PROVIDER_FILTER_KEYS
+        )
+        return any(
+            self.request.query_params.get(f"filter[{key}]")
+            for key in provider_filter_keys
+        )
+
+    def _extract_provider_filters_from_params(
+        self,
+        *,
+        validate_uuids=False,
+        include_dot_aliases=False,
+    ):
+        params = self.request.query_params
+        filters = {}
+        valid_provider_types = {
+            choice[0] for choice in Provider.ProviderChoices.choices
+        }
+
+        provider_id = params.get("filter[provider_id]")
+        if provider_id:
+            if validate_uuids:
+                self._validate_uuid_filter_values("provider_id", [provider_id])
+            filters["provider_id"] = provider_id
+
+        provider_id_in = params.get("filter[provider_id__in]")
+        if include_dot_aliases:
+            provider_id_in = provider_id_in or params.get("filter[provider_id.in]")
+        if provider_id_in:
+            values = self._csv_filter_values(provider_id_in)
+            if validate_uuids:
+                self._validate_uuid_filter_values("provider_id__in", values)
+            filters["provider_id__in"] = values
+
+        provider_type = params.get("filter[provider_type]")
+        if provider_type:
+            if provider_type not in valid_provider_types:
+                raise ValidationError(
+                    {"provider_type": f"Invalid choice: {provider_type}"}
+                )
+            filters["provider__provider"] = provider_type
+
+        provider_type_in = params.get("filter[provider_type__in]")
+        if include_dot_aliases:
+            provider_type_in = provider_type_in or params.get(
+                "filter[provider_type.in]"
+            )
+        if provider_type_in:
+            values = self._csv_filter_values(provider_type_in)
+            invalid = [value for value in values if value not in valid_provider_types]
+            if invalid:
+                raise ValidationError(
+                    {"provider_type__in": f"Invalid choices: {', '.join(invalid)}"}
+                )
+            filters["provider__provider__in"] = values
+
+        provider_groups = params.get("filter[provider_groups]")
+        if provider_groups:
+            if validate_uuids:
+                self._validate_uuid_filter_values("provider_groups", [provider_groups])
+            filters["provider__provider_groups__id"] = provider_groups
+
+        provider_groups_in = params.get("filter[provider_groups__in]")
+        if include_dot_aliases:
+            provider_groups_in = provider_groups_in or params.get(
+                "filter[provider_groups.in]"
+            )
+        if provider_groups_in:
+            values = self._csv_filter_values(provider_groups_in)
+            if validate_uuids:
+                self._validate_uuid_filter_values("provider_groups__in", values)
+            filters["provider__provider_groups__id__in"] = values
+
+        return filters
+
+
 class TaskManagementMixin:
     """
     Mixin to manage task status checking.

api/src/backend/config/celery.py

@@ -26,6 +26,61 @@ celery_app.conf.result_backend_transport_options = {
 }
 celery_app.conf.visibility_timeout = BROKER_VISIBILITY_TIMEOUT
 
+# Durable delivery: keep the message until the task finishes, so a worker killed
+# mid-task (deploy/OOM/eviction) does not silently drop it. Reserve one task at a
+# time so a crash exposes at most one extra reserved message.
+celery_app.conf.task_acks_late = True
+celery_app.conf.task_reject_on_worker_lost = True
+celery_app.conf.worker_prefetch_multiplier = env.int(
+    "DJANGO_CELERY_WORKER_PREFETCH_MULTIPLIER", default=1
+)
+# On SIGTERM, give the worker time to finish or re-queue in-flight tasks before
+# it is forcefully killed (Celery 5.5+ soft shutdown).
+celery_app.conf.worker_soft_shutdown_timeout = env.int(
+    "DJANGO_CELERY_WORKER_SOFT_SHUTDOWN_TIMEOUT", default=60
+)
+# Bound execution so a blocked task cannot pin a worker forever. Connection
+# checks get a tight limit; scans and provider/tenant deletions can legitimately
+# run for more than a day on large tenants, so they get a much higher cap.
+# The default for every other task is set as the global limit, not as a "*"
+# annotation: Celery applies the "*" entry AFTER the per-task one, so a "*" in
+# task_annotations would silently overwrite every specific limit defined below.
+_TASK_HARD_LIMIT = env.int("DJANGO_CELERY_TASK_TIME_LIMIT", default=6 * 60 * 60)
+_TASK_SOFT_LIMIT = env.int(
+    "DJANGO_CELERY_TASK_SOFT_TIME_LIMIT", default=_TASK_HARD_LIMIT - 600
+)
+_LONG_TASK_HARD_LIMIT = env.int(
+    "DJANGO_CELERY_LONG_TASK_TIME_LIMIT", default=48 * 60 * 60
+)
+_LONG_TASK_SOFT_LIMIT = env.int(
+    "DJANGO_CELERY_LONG_TASK_SOFT_TIME_LIMIT", default=_LONG_TASK_HARD_LIMIT - 600
+)
+celery_app.conf.task_time_limit = _TASK_HARD_LIMIT
+celery_app.conf.task_soft_time_limit = _TASK_SOFT_LIMIT
+celery_app.conf.task_annotations = {
+    **{
+        name: {"soft_time_limit": 60, "time_limit": 120}
+        for name in (
+            "provider-connection-check",
+            "integration-connection-check",
+            "lighthouse-connection-check",
+            "lighthouse-provider-connection-check",
+        )
+    },
+    **{
+        name: {
+            "soft_time_limit": _LONG_TASK_SOFT_LIMIT,
+            "time_limit": _LONG_TASK_HARD_LIMIT,
+        }
+        for name in (
+            "scan-perform",
+            "scan-perform-scheduled",
+            "provider-deletion",
+            "tenant-deletion",
+        )
+    },
+}
+
 celery_app.autodiscover_tasks(["api"])
 
 

api/src/backend/config/django/base.py

@@ -3,6 +3,7 @@ from datetime import timedelta
 from config.custom_logging import LOGGING  # noqa
 from config.env import BASE_DIR, env  # noqa
 from config.settings.celery import *  # noqa
+from config.settings.eventstream import *  # noqa
 from config.settings.partitions import *  # noqa
 from config.settings.sentry import *  # noqa
 from config.settings.social_login import *  # noqa
@@ -44,9 +45,11 @@ INSTALLED_APPS = [
     "dj_rest_auth.registration",
     "rest_framework.authtoken",
     "drf_simple_apikey",
+    "django_eventstream",
 ]
 
 MIDDLEWARE = [
+    "api.middleware.CloseDBConnectionsMiddleware",
     "django_guid.middleware.guid_middleware",
     "django.middleware.security.SecurityMiddleware",
     "django.contrib.sessions.middleware.SessionMiddleware",
@@ -136,6 +139,7 @@ SPECTACULAR_SETTINGS = {
 }
 
 WSGI_APPLICATION = "config.wsgi.application"
+ASGI_APPLICATION = "config.asgi.application"
 
 DJANGO_GUID = {
     "GUID_HEADER_NAME": "Transaction-ID",
@@ -306,3 +310,32 @@ SESSION_COOKIE_SECURE = True
 ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES = env.int(
     "ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES", 2880
 )  # 48h
+
+# Orphan task recovery feature flags. The master switch is OFF by default, so task
+# recovery is opt-in; enable it with DJANGO_TASK_RECOVERY_ENABLED=true. The per-group
+# toggles default to enabled, so once the master is on every group recovers unless a
+# group is explicitly turned off.
+TASK_RECOVERY_ENABLED = env.bool("DJANGO_TASK_RECOVERY_ENABLED", False)
+TASK_RECOVERY_SUMMARIES_ENABLED = env.bool(
+    "DJANGO_TASK_RECOVERY_SUMMARIES_ENABLED", True
+)
+TASK_RECOVERY_DELETIONS_ENABLED = env.bool(
+    "DJANGO_TASK_RECOVERY_DELETIONS_ENABLED", True
+)
+
+
+def label_postgres_connections(databases):
+    """Tag each Postgres connection with ``application_name="<component>:<alias>"``
+    so connections are attributable by component in ``pg_stat_activity`` (and any
+    tooling that surfaces ``application_name``). The component (api / worker /
+    scan / ...) is injected per process by the container entrypoint via
+    ``DJANGO_APP_COMPONENT``; the alias distinguishes which pool inside the
+    process owns the connection. The neo4j entry is skipped (not a Postgres
+    backend). Postgres truncates ``application_name`` at 63 bytes.
+    """
+    component = env.str("DJANGO_APP_COMPONENT", default="api")
+    for alias, config in databases.items():
+        engine = config.get("ENGINE", "")
+        if engine.startswith("psqlextra") or "postgresql" in engine:
+            name = f"{component}:{alias}"[:63]
+            config.setdefault("OPTIONS", {})["application_name"] = name

api/src/backend/config/django/devel.py

@@ -54,6 +54,8 @@ DATABASES = {
 
 DATABASES["default"] = DATABASES["prowler_user"]
 
+label_postgres_connections(DATABASES)  # noqa: F405
+
 REST_FRAMEWORK["DEFAULT_RENDERER_CLASSES"] = tuple(  # noqa: F405
     render_class
     for render_class in REST_FRAMEWORK["DEFAULT_RENDERER_CLASSES"]  # noqa: F405

api/src/backend/config/django/production.py

@@ -58,3 +58,5 @@ DATABASES = {
 }
 
 DATABASES["default"] = DATABASES["prowler_user"]
+
+label_postgres_connections(DATABASES)  # noqa: F405

api/src/backend/config/django/testing.py

@@ -34,3 +34,8 @@ DRF_API_KEY = {
 # JWT
 
 SIMPLE_JWT["ALGORITHM"] = "HS256"  # noqa: F405
+# pyjwt >= 2.13.0 rejects an empty HMAC signing key, so HS256 tests need a real
+# key (>= 32 bytes also avoids the InsecureKeyLengthWarning). Production uses RS256.
+SIMPLE_JWT["SIGNING_KEY"] = env.str(  # noqa: F405
+    "DJANGO_TOKEN_SIGNING_KEY", "insecure-testing-jwt-signing-key-do-not-use-in-prod"
+)

api/src/backend/config/guniconf.py

@@ -1,6 +1,9 @@
 import logging
 import multiprocessing
 import os
+import threading
+
+from uvicorn_worker import UvicornWorker
 
 from config.env import env
 
@@ -11,18 +14,45 @@ os.environ.setdefault("DJANGO_SETTINGS_MODULE", "config.django.production")
 import django  # noqa: E402
 
 django.setup()
+
+from api.compliance import warm_compliance_caches  # noqa: E402
 from config.django.production import LOGGING as DJANGO_LOGGERS, DEBUG  # noqa: E402
 from config.custom_logging import BackendLogger  # noqa: E402
 
 BIND_ADDRESS = env("DJANGO_BIND_ADDRESS", default="127.0.0.1")
 PORT = env("DJANGO_PORT", default=8080)
 
+
+class ProwlerUvicornWorker(UvicornWorker):
+    CONFIG_KWARGS = {
+        # Keep-alive idle timeout. Must exceed the load balancer idle timeout.
+        "timeout_keep_alive": env.int("GUNICORN_KEEPALIVE", default=75),
+        "loop": "uvloop",
+        "lifespan": "off",  # Django ASGIHandler doesn't handle lifespan scopes
+    }
+
+
+# Required so SSE endpoints can keep the event loop alive while waiting for events
+worker_class = env(
+    "DJANGO_WORKER_CLASS",
+    default="config.guniconf.ProwlerUvicornWorker",
+)
+
 # Server settings
 bind = f"{BIND_ADDRESS}:{PORT}"
 
 workers = env.int("DJANGO_WORKERS", default=multiprocessing.cpu_count() * 2 + 1)
 reload = DEBUG
 
+# Preload the application before forking workers in production: the app is
+# imported once in the master and workers fork from it. In development, disable
+# preload so the server restarts on code changes.
+preload_app = not DEBUG
+
+# Worker timeout in seconds. Increased from the default 30s to handle requests
+# that may take longer, such as complex API operations.
+timeout = env.int("GUNICORN_TIMEOUT", default=120)
+
 # Logging
 logconfig_dict = DJANGO_LOGGERS
 gunicorn_logger = logging.getLogger(BackendLogger.GUNICORN)
@@ -41,3 +71,26 @@ def on_reload(_):
 
 def when_ready(_):
     gunicorn_logger.info("Gunicorn server is ready")
+
+
+def _warm_compliance_caches_in_background():
+    """Warm compliance caches off the request path and log the outcome."""
+    failed = warm_compliance_caches()
+    if failed:
+        gunicorn_logger.warning("Compliance caches warmed (skipped: %s)", failed)
+    else:
+        gunicorn_logger.info("Compliance caches warmed")
+
+
+def post_fork(_server, worker):
+    """Warm compliance caches after each worker fork.
+
+    Warm compliance caches in a background thread so the worker becomes ready
+    immediately. A request for a not-yet-warmed provider lazily loads just that
+    provider, which stays well under the worker timeout.
+    """
+    threading.Thread(
+        target=_warm_compliance_caches_in_background,
+        name="warm-compliance-caches",
+        daemon=True,
+    ).start()

api/src/backend/config/settings/celery.py

@@ -53,3 +53,8 @@ CELERY_TASK_TRACK_STARTED = True
 CELERY_BROKER_CONNECTION_RETRY_ON_STARTUP = True
 
 CELERY_DEADLOCK_ATTEMPTS = env.int("DJANGO_CELERY_DEADLOCK_ATTEMPTS", default=5)
+
+# Opt-in override for Celery's prefork pool size. When unset, Celery falls back
+# to its default (os.cpu_count()).
+if "DJANGO_CELERY_WORKER_CONCURRENCY" in env.ENVIRON:
+    CELERY_WORKER_CONCURRENCY = env.int("DJANGO_CELERY_WORKER_CONCURRENCY")

api/src/backend/config/settings/eventstream.py

@@ -0,0 +1,41 @@
+"""Server-Sent Events (SSE) configuration.
+
+Wires django-eventstream into the platform: Valkey Pub/Sub backend on a
+dedicated DB (separate from the Celery broker), the platform channel
+manager, and headers that match the existing CORS allowlist.
+"""
+
+from config.env import env
+from config.settings.celery import (
+    VALKEY_HOST,
+    VALKEY_PASSWORD,
+    VALKEY_PORT,
+    VALKEY_SCHEME,
+    VALKEY_USERNAME,
+)
+
+# Dedicated Valkey DB for the SSE Pub/Sub bus. Kept distinct from the
+# Celery broker DB so a noisy broker can't shoulder out streaming
+# traffic on the same keyspace.
+EVENTSTREAM_VALKEY_DB = env.int("EVENTSTREAM_VALKEY_DB", default=2)
+
+EVENTSTREAM_REDIS: dict = {
+    "host": VALKEY_HOST,
+    "port": int(VALKEY_PORT),
+    "db": EVENTSTREAM_VALKEY_DB,
+}
+if VALKEY_PASSWORD:
+    EVENTSTREAM_REDIS["password"] = VALKEY_PASSWORD
+if VALKEY_USERNAME:
+    EVENTSTREAM_REDIS["username"] = VALKEY_USERNAME
+if VALKEY_SCHEME == "rediss":
+    EVENTSTREAM_REDIS["ssl"] = True
+
+# Platform channel manager — performs the per-feature authorization and
+# rewrites the placeholder channel from the URL into the canonical
+# tenant-scoped channel name. See ``api.sse.channelmanager``.
+EVENTSTREAM_CHANNELMANAGER_CLASS = "api.sse.channelmanager.SSEChannelManager"
+
+# Headers a browser EventSource may legitimately send. Keep tight; the
+# stream itself reads no body, so no permissive defaults.
+EVENTSTREAM_ALLOW_HEADERS = "Cache-Control, Last-Event-ID"

api/src/backend/config/settings/sentry.py

@@ -76,6 +76,8 @@ IGNORED_EXCEPTIONS = [
     # PowerShell Errors in User Authentication
     "Microsoft Teams User Auth connection failed: Please check your permissions and try again.",
     "Exchange Online User Auth connection failed: Please check your permissions and try again.",
+    # ASGI: Client disconnected before the response finished (health-check probes on /health/live)
+    "RequestAborted",
 ]
 
 

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

@@ -1,12 +1,14 @@
 from datetime import datetime, timedelta, timezone
 
-from celery import current_app, states
+from celery import states
 from celery.utils.log import get_task_logger
 from config.django.base import ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES
 from tasks.jobs.attack_paths.db_utils import (
     _mark_scan_finished,
     recover_graph_data_ready,
 )
+from tasks.jobs.orphan_recovery import is_worker_alive as _is_worker_alive
+from tasks.jobs.orphan_recovery import revoke_task as _revoke_task
 
 from api.attack_paths import database as graph_database
 from api.db_router import MainRouter
@@ -150,32 +152,6 @@ def _cleanup_stale_scheduled_scans(cutoff: datetime) -> list[str]:
     return cleaned_up
 
 
-def _is_worker_alive(worker: str) -> bool:
-    """Ping a specific Celery worker. Returns `True` if it responds or on error."""
-    try:
-        response = current_app.control.inspect(destination=[worker], timeout=1.0).ping()
-        return response is not None and worker in response
-    except Exception:
-        logger.exception(f"Failed to ping worker {worker}, treating as alive")
-        return True
-
-
-def _revoke_task(task_result, terminate: bool = True) -> None:
-    """Revoke a Celery task. Non-fatal on failure.
-
-    `terminate=True` SIGTERMs the worker if the task is mid-execution; use
-    for EXECUTING cleanup. `terminate=False` only marks the task id revoked
-    across workers, so any worker pulling the queued message discards it;
-    use for SCHEDULED cleanup where the task hasn't run yet.
-    """
-    try:
-        kwargs = {"terminate": True, "signal": "SIGTERM"} if terminate else {}
-        current_app.control.revoke(task_result.task_id, **kwargs)
-        logger.info(f"Revoked task {task_result.task_id}")
-    except Exception:
-        logger.exception(f"Failed to revoke task {task_result.task_id}")
-
-
 def _cleanup_scan(scan, task_result, reason: str) -> bool:
     """
     Clean up a single stale `AttackPathsScan`:

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

@@ -39,11 +39,6 @@ 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
-from prowler.lib.outputs.compliance.csa.csa_gcp import GCPCSA
-from prowler.lib.outputs.compliance.csa.csa_oraclecloud import OracleCloudCSA
 from prowler.lib.outputs.compliance.ens.ens_aws import AWSENS
 from prowler.lib.outputs.compliance.ens.ens_azure import AzureENS
 from prowler.lib.outputs.compliance.ens.ens_gcp import GCPENS
@@ -63,6 +58,9 @@ from prowler.lib.outputs.compliance.mitre_attack.mitre_attack_azure import (
     AzureMitreAttack,
 )
 from prowler.lib.outputs.compliance.mitre_attack.mitre_attack_gcp import GCPMitreAttack
+from prowler.lib.outputs.compliance.okta_idaas_stig.okta_idaas_stig_okta import (
+    OktaIDaaSSTIG,
+)
 from prowler.lib.outputs.compliance.prowler_threatscore.prowler_threatscore_alibaba import (
     ProwlerThreatScoreAlibaba,
 )
@@ -102,7 +100,6 @@ COMPLIANCE_CLASS_MAP = {
         (lambda name: name == "prowler_threatscore_aws", ProwlerThreatScoreAWS),
         (lambda name: name.startswith("ccc_"), CCC_AWS),
         (lambda name: name.startswith("c5_"), AWSC5),
-        (lambda name: name.startswith("csa_"), AWSCSA),
         (lambda name: name == "asd_essential_eight_aws", ASDEssentialEightAWS),
     ],
     "azure": [
@@ -113,7 +110,6 @@ COMPLIANCE_CLASS_MAP = {
         (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),
     ],
     "gcp": [
         (lambda name: name.startswith("cis_"), GCPCIS),
@@ -123,7 +119,6 @@ COMPLIANCE_CLASS_MAP = {
         (lambda name: name == "prowler_threatscore_gcp", ProwlerThreatScoreGCP),
         (lambda name: name.startswith("ccc_"), CCC_GCP),
         (lambda name: name == "c5_gcp", GCPC5),
-        (lambda name: name.startswith("csa_"), GCPCSA),
     ],
     "kubernetes": [
         (lambda name: name.startswith("cis_"), KubernetesCIS),
@@ -152,16 +147,17 @@ COMPLIANCE_CLASS_MAP = {
     "image": [],
     "oraclecloud": [
         (lambda name: name.startswith("cis_"), OracleCloudCIS),
-        (lambda name: name.startswith("csa_"), OracleCloudCSA),
     ],
     "alibabacloud": [
         (lambda name: name.startswith("cis_"), AlibabaCloudCIS),
-        (lambda name: name.startswith("csa_"), AlibabaCloudCSA),
         (
             lambda name: name == "prowler_threatscore_alibabacloud",
             ProwlerThreatScoreAlibaba,
         ),
     ],
+    "okta": [
+        (lambda name: name.startswith("okta_idaas_stig"), OktaIDaaSSTIG),
+    ],
 }
 
 

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

@@ -0,0 +1,341 @@
+"""Detect and recover orphaned Celery tasks.
+
+A task is "orphaned" when its result row is non-terminal (STARTED/RECEIVED) but the
+worker that was running it is gone (deploy, OOM, eviction). We tell a real orphan
+from a still-running task by pinging the worker recorded on its `TaskResult`:
+
+- worker responds  -> the task is in flight, leave it alone (never double-run);
+- worker is gone   -> real orphan: mark the stale result terminal (so pending/started
+  alerts clear), then re-enqueue the task from its stored name + kwargs.
+
+This recovers only allowlisted tasks with local, proven idempotency. Celery's
+`result_extended=True` gives us the stored `task_name`/`task_kwargs`/`worker` once
+the task starts, but external side-effect tasks are failed instead of blindly
+re-run. A small recovery cap stops a task that repeatedly kills its worker from
+looping forever.
+
+This is the shared engine behind both the periodic Beat watchdog and the
+`reconcile_orphan_tasks` management command.
+"""
+
+import ast
+import json
+from contextlib import contextmanager
+from datetime import datetime, timedelta, timezone
+from uuid import uuid4
+
+from celery import current_app, states
+from celery.utils.log import get_task_logger
+from django.db import connections
+
+logger = get_task_logger(__name__)
+
+# Arbitrary constant key for pg_try_advisory_lock so only one reconciliation
+# runs at a time across replicas / the watchdog / the command.
+ORPHAN_RECOVERY_LOCK_KEY = 0x70726F77  # "prow"
+
+# Non-terminal states that mean "a worker had this and may have died with it".
+IN_FLIGHT_STATES = (states.STARTED, states.RECEIVED)
+
+# Tasks with proven idempotency are eligible for auto re-enqueue, grouped so each
+# group can be toggled independently by a feature flag (see config.django.base).
+# Summaries clear and rewrite their own rows and deletions are idempotent. Tasks with
+# external side effects are never eligible: integration-jira would create duplicate
+# issues, integration-s3 rebuilds its upload from worker-local files that do not
+# survive a crash, and report/Security Hub recovery is out of scope.
+RECOVERY_TASK_GROUPS = {
+    "summaries": {
+        "scan-summary",
+        "scan-compliance-overviews",
+        "scan-provider-compliance-scores",
+        "scan-daily-severity",
+        "scan-finding-group-summaries",
+        "scan-reset-ephemeral-resources",
+    },
+    "deletions": {"provider-deletion", "tenant-deletion"},
+}
+
+
+def reenqueueable_tasks() -> set[str]:
+    """Task names eligible for auto re-enqueue, honoring the per-group feature flags.
+
+    A group whose flag is disabled is dropped, so its orphaned tasks are marked
+    terminal instead of re-enqueued.
+    """
+    from django.conf import settings
+
+    group_enabled = {
+        "summaries": settings.TASK_RECOVERY_SUMMARIES_ENABLED,
+        "deletions": settings.TASK_RECOVERY_DELETIONS_ENABLED,
+    }
+    return {
+        task
+        for group, tasks in RECOVERY_TASK_GROUPS.items()
+        if group_enabled[group]
+        for task in tasks
+    }
+
+
+# Tasks the watchdog ignores entirely (not even marked terminal): scan tasks are not
+# auto-recovered, since re-running a scan is not safe to do automatically; attack-paths
+# scans are handled by their own stale-cleanup (which also drops the temp Neo4j db);
+# and the maintenance tasks must not self-recover (they run again on their own schedule).
+_SKIP_RECOVERY = {
+    "scan-perform",
+    "scan-perform-scheduled",
+    "attack-paths-scan-perform",
+    "attack-paths-cleanup-stale-scans",
+    "reconcile-orphan-tasks",
+}
+
+
+@contextmanager
+def advisory_lock(key: int = ORPHAN_RECOVERY_LOCK_KEY, using: str = "default"):
+    """Yield True if this session won a Postgres advisory lock, else False.
+
+    Non-blocking: losers get False and should no-op. The lock is released on
+    exit (and implicitly if the session dies).
+    """
+    with connections[using].cursor() as cursor:
+        cursor.execute("SELECT pg_try_advisory_lock(%s)", [key])
+        acquired = bool(cursor.fetchone()[0])
+        try:
+            yield acquired
+        finally:
+            if acquired:
+                cursor.execute("SELECT pg_advisory_unlock(%s)", [key])
+
+
+def is_worker_alive(worker: str, timeout: float = 1.0) -> bool:
+    """Ping a specific Celery worker. Returns True if it responds, or on error.
+
+    Erring on the side of "alive" means an unreachable control bus never causes
+    a still-running task to be re-enqueued.
+    """
+    try:
+        response = current_app.control.inspect(
+            destination=[worker], timeout=timeout
+        ).ping()
+        return response is not None and worker in response
+    except Exception:
+        logger.exception(f"Failed to ping worker {worker}, treating as alive")
+        return True
+
+
+def revoke_task(task_result, terminate: bool = True) -> None:
+    """Revoke a Celery task by its TaskResult. Non-fatal on failure.
+
+    terminate=True SIGTERMs the worker if the task is mid-execution; terminate=False
+    only marks the id revoked so any worker pulling the queued message discards it
+    (use before re-enqueuing, so a later broker redelivery of the stale message is
+    dropped).
+    """
+    try:
+        kwargs = {"terminate": True, "signal": "SIGTERM"} if terminate else {}
+        current_app.control.revoke(task_result.task_id, **kwargs)
+        logger.info(f"Revoked task {task_result.task_id}")
+    except Exception:
+        logger.exception(f"Failed to revoke task {task_result.task_id}")
+
+
+def _decode_celery_field(value, default):
+    """Decode django-celery-results' stored task_args/task_kwargs to a Python object.
+
+    The backend stores them as a (sometimes double-encoded) repr/JSON string. An
+    empty or missing field returns ``default``; a non-empty value that cannot be
+    decoded raises ``ValueError`` so the caller can avoid re-enqueuing a task with
+    the wrong arguments.
+    """
+    obj = value
+    for _ in range(2):  # values can be double-encoded (a string holding a repr)
+        if not isinstance(obj, str):
+            break
+        text = obj.strip()
+        if not text:
+            return default
+        parsed = None
+        for parser in (ast.literal_eval, json.loads):
+            try:
+                parsed = parser(text)
+                break
+            except (ValueError, SyntaxError, TypeError):
+                continue
+        if parsed is None:
+            raise ValueError(f"undecodable celery field: {text[:120]!r}")
+        obj = parsed
+    return default if obj is None else obj
+
+
+def reconcile_orphans(
+    grace_minutes: int = 2,
+    max_attempts: int = 3,
+    window_hours: int = 6,
+    dry_run: bool = False,
+) -> dict:
+    """Run the full orphan sweep under a single-flight advisory lock.
+
+    Recovers any orphaned in-flight task and delegates attack-paths scans that
+    never reached a worker to their existing stale-cleanup. Returns a summary;
+    a no-op (lock not won) is reported too.
+    """
+    with advisory_lock() as acquired:
+        if not acquired:
+            logger.info("Orphan reconcile skipped: another run holds the lock")
+            return {"acquired": False}
+
+        from django.conf import settings
+
+        if settings.TASK_RECOVERY_ENABLED:
+            # Populate the task registry so we can re-enqueue any task by name.
+            import tasks.tasks  # noqa: F401
+
+            result = _reconcile_task_results(
+                grace_minutes=grace_minutes,
+                max_attempts=max_attempts,
+                window_hours=window_hours,
+                dry_run=dry_run,
+            )
+            result["enabled"] = True
+        else:
+            logger.info("Orphan task recovery disabled by feature flag")
+            result = {"recovered": [], "failed": [], "skipped": [], "enabled": False}
+
+        if not dry_run:
+            from tasks.jobs.attack_paths.cleanup import cleanup_stale_attack_paths_scans
+
+            result["attack_paths"] = cleanup_stale_attack_paths_scans()
+
+        return {"acquired": True, **result}
+
+
+def _reconcile_task_results(
+    grace_minutes: int, max_attempts: int, window_hours: int, dry_run: bool
+) -> dict:
+    from django_celery_results.models import TaskResult
+
+    cutoff = datetime.now(tz=timezone.utc) - timedelta(minutes=grace_minutes)
+    candidates = list(
+        TaskResult.objects.filter(status__in=IN_FLIGHT_STATES, date_created__lt=cutoff)
+        .exclude(worker__isnull=True)
+        .exclude(worker="")
+        .exclude(task_name__in=_SKIP_RECOVERY)
+    )
+
+    # Ping each distinct worker at most once.
+    worker_alive = {w: is_worker_alive(w) for w in {tr.worker for tr in candidates}}
+
+    recovered, failed, skipped = [], [], []
+    for task_result in candidates:
+        if worker_alive.get(task_result.worker, True):
+            skipped.append(task_result.task_id)  # in flight, do not double-run
+            continue
+        if dry_run:
+            recovered.append(task_result.task_id)
+            continue
+        outcome = _recover_task(task_result, max_attempts, window_hours)
+        (recovered if outcome == "recovered" else failed).append(task_result.task_id)
+
+    logger.info(
+        "Orphan reconcile: recovered=%d failed=%d skipped(in-flight)=%d",
+        len(recovered),
+        len(failed),
+        len(skipped),
+    )
+    return {"recovered": recovered, "failed": failed, "skipped": skipped}
+
+
+def _recovery_attempt_count(name: str, kwargs_repr, window_hours: int) -> int:
+    """Increment and return the recovery count for this (task, kwargs) within the
+    window. Backed by Valkey so it survives result-row churn (a worker processing
+    the revoke can blank the TaskResult fields). Fail-open if Valkey is down (the
+    broker being unreachable means nothing is running anyway).
+    """
+    import hashlib
+
+    from django.conf import settings
+
+    try:
+        import redis
+
+        client = redis.from_url(settings.CELERY_BROKER_URL)
+        signature = f"{name}|{kwargs_repr}".encode()
+        key = (
+            "orphan-recovery:"
+            + hashlib.sha1(signature, usedforsecurity=False).hexdigest()
+        )
+        count = client.incr(key)
+        if count == 1:
+            client.expire(key, max(1, window_hours) * 3600)
+        return int(count)
+    except Exception:
+        logger.exception("Recovery-attempt counter unavailable; allowing recovery")
+        return 1
+
+
+def _recover_task(task_result, max_attempts: int, window_hours: int) -> str:
+    """Recover one orphaned task. Returns 'recovered' or 'failed'."""
+    # Capture name/args/kwargs now: revoking can let a worker blank the row.
+    name = task_result.task_name
+    args_repr = task_result.task_args
+    kwargs_repr = task_result.task_kwargs
+    now = datetime.now(tz=timezone.utc)
+
+    # Drop any future broker redelivery of the stale message.
+    revoke_task(task_result, terminate=False)
+
+    # Mark the stale result terminal so "pending/started forever" alerts clear.
+    task_result.status = states.REVOKED
+    task_result.date_done = now
+    task_result.save(update_fields=["status", "date_done"])
+
+    if name not in reenqueueable_tasks():
+        logger.warning(
+            "Orphan %s (%s) not re-enqueued: not allowlisted for auto recovery",
+            task_result.task_id,
+            name,
+        )
+        return "failed"
+
+    # Count the attempt only once the task is allowlisted, so a task sitting in a
+    # disabled group does not burn its recovery budget while the flag is off (and is
+    # not already over the cap the moment the group is re-enabled).
+    attempt = _recovery_attempt_count(name, kwargs_repr, window_hours)
+    if attempt > max_attempts:
+        logger.warning(
+            "Orphan %s (%s) not re-enqueued: recovery cap reached (%d/%d)",
+            task_result.task_id,
+            name,
+            attempt,
+            max_attempts,
+        )
+        return "failed"
+
+    task_obj = current_app.tasks.get(name)
+    if task_obj is None:
+        logger.error(
+            "Orphan %s: task %s not registered, cannot re-enqueue",
+            task_result.task_id,
+            name,
+        )
+        return "failed"
+
+    try:
+        args = _decode_celery_field(args_repr, [])
+        kwargs = _decode_celery_field(kwargs_repr, {})
+    except ValueError:
+        logger.error(
+            "Orphan %s (%s): could not decode stored args/kwargs, not re-enqueuing",
+            task_result.task_id,
+            name,
+        )
+        return "failed"
+    new_task_id = str(uuid4())
+    task_obj.apply_async(
+        args=list(args) if isinstance(args, (list, tuple)) else [],
+        kwargs=kwargs if isinstance(kwargs, dict) else {},
+        task_id=new_task_id,
+    )
+    logger.info(
+        "Re-enqueued orphan %s (%s) as %s", task_result.task_id, name, new_task_id
+    )
+    return "recovered"

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

@@ -29,7 +29,10 @@ from api.db_router import READ_REPLICA_ALIAS, MainRouter
 from api.db_utils import rls_transaction
 from api.models import Provider, Scan, ScanSummary, StateChoices, ThreatScoreSnapshot
 from api.utils import initialize_prowler_provider
-from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.check.compliance_models import (
+    Compliance,
+    get_bulk_compliance_frameworks_universal,
+)
 from prowler.lib.outputs.finding import Finding as FindingOutput
 
 logger = get_task_logger(__name__)
@@ -571,7 +574,7 @@ def generate_csa_report(
     Args:
         tenant_id: The tenant ID for Row-Level Security context.
         scan_id: ID of the scan executed by Prowler.
-        compliance_id: ID of the compliance framework (e.g., "csa_ccm_4.0_aws").
+        compliance_id: ID of the compliance framework (e.g., "csa_ccm_4.0").
         output_path: Output PDF file path.
         provider_id: Provider ID for the scan.
         only_failed: If True, only include failed requirements in detailed section.
@@ -883,9 +886,11 @@ def generate_compliance_reports(
             frameworks_bulk.get(f"nis2_{provider_type}")
         )
     if generate_csa:
-        pending_checks_by_framework["csa"] = _get_compliance_check_ids(
-            frameworks_bulk.get(f"csa_ccm_4.0_{provider_type}")
-        )
+        # csa_ccm_4.0 lives at the top level, not under compliance/{provider}/.
+        csa_framework = frameworks_bulk.get(
+            "csa_ccm_4.0"
+        ) or get_bulk_compliance_frameworks_universal(provider_type).get("csa_ccm_4.0")
+        pending_checks_by_framework["csa"] = _get_compliance_check_ids(csa_framework)
     if generate_cis and latest_cis:
         pending_checks_by_framework["cis"] = _get_compliance_check_ids(
             frameworks_bulk.get(latest_cis)
@@ -1183,7 +1188,7 @@ def generate_compliance_reports(
     if generate_csa:
         generated_report_keys.append("csa")
         csa_path = output_paths["csa"]
-        compliance_id_csa = f"csa_ccm_4.0_{provider_type}"
+        compliance_id_csa = "csa_ccm_4.0"
         pdf_path_csa = f"{csa_path}_csa_report.pdf"
         logger.info("Generating CSA CCM report with compliance %s", compliance_id_csa)
 

api/src/backend/tasks/jobs/reports/base.py

@@ -5,6 +5,7 @@ import time
 from abc import ABC, abstractmethod
 from contextlib import contextmanager
 from dataclasses import dataclass, field
+from types import SimpleNamespace
 from typing import Any
 
 from celery.utils.log import get_task_logger
@@ -26,7 +27,10 @@ from api.db_router import READ_REPLICA_ALIAS
 from api.db_utils import rls_transaction
 from api.models import Provider, StatusChoices
 from api.utils import initialize_prowler_provider
-from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.check.compliance_models import (
+    Compliance,
+    get_bulk_compliance_frameworks_universal,
+)
 from prowler.lib.outputs.finding import Finding as FindingOutput
 
 from .components import (
@@ -222,6 +226,46 @@ def get_requirement_metadata(
     return None
 
 
+def _universal_attributes_to_list(attributes) -> list:
+    """Flatten a universal requirement's ``attributes`` into a list of objects
+    with attribute access. MITRE wraps its list under ``_raw_attributes``."""
+    if isinstance(attributes, dict) and "_raw_attributes" in attributes:
+        entries = attributes.get("_raw_attributes") or []
+        return [
+            SimpleNamespace(**entry) for entry in entries if isinstance(entry, dict)
+        ]
+    if isinstance(attributes, dict):
+        return [SimpleNamespace(**attributes)] if attributes else []
+    return list(attributes or [])
+
+
+def _adapt_universal_to_legacy(framework, provider_type: str) -> SimpleNamespace:
+    """Expose a universal ``ComplianceFramework`` under the legacy ``Compliance``
+    attribute names used by the PDF pipeline."""
+    provider_key = (provider_type or "").lower()
+    requirements = []
+    for requirement in framework.requirements:
+        checks_by_provider = (
+            requirement.checks if isinstance(requirement.checks, dict) else {}
+        )
+        requirements.append(
+            SimpleNamespace(
+                Id=requirement.id,
+                Description=requirement.description or "",
+                Checks=list(checks_by_provider.get(provider_key, [])),
+                Attributes=_universal_attributes_to_list(requirement.attributes),
+            )
+        )
+    return SimpleNamespace(
+        Framework=framework.framework,
+        Name=framework.name,
+        Version=framework.version or "",
+        Description=framework.description or "",
+        Provider=framework.provider or provider_type,
+        Requirements=requirements,
+    )
+
+
 # =============================================================================
 # PDF Styles Cache
 # =============================================================================
@@ -869,9 +913,18 @@ class BaseComplianceReportGenerator(ABC):
                 prowler_provider = initialize_prowler_provider(provider_obj)
             provider_type = provider_obj.provider
 
-            # Load compliance framework
-            frameworks_bulk = Compliance.get_bulk(provider_type)
-            compliance_obj = frameworks_bulk.get(compliance_id)
+            # Load compliance framework — fall back to the universal loader
+            # for top-level JSONs (e.g. csa_ccm_4.0) that Compliance.get_bulk
+            # does not scan.
+            compliance_obj = Compliance.get_bulk(provider_type).get(compliance_id)
+            if not compliance_obj:
+                universal_framework = get_bulk_compliance_frameworks_universal(
+                    provider_type
+                ).get(compliance_id)
+                if universal_framework:
+                    compliance_obj = _adapt_universal_to_legacy(
+                        universal_framework, provider_type
+                    )
 
             if not compliance_obj:
                 raise ValueError(f"Compliance framework not found: {compliance_id}")

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

@@ -5,6 +5,7 @@ import re
 import time
 import uuid
 from collections import defaultdict
+from collections.abc import Iterable
 from datetime import datetime, timezone
 from typing import Any
 
@@ -13,7 +14,7 @@ from celery.utils.log import get_task_logger
 from config.django.base import DJANGO_FINDINGS_BATCH_SIZE
 from config.env import env
 from config.settings.celery import CELERY_DEADLOCK_ATTEMPTS
-from django.db import IntegrityError, OperationalError
+from django.db import DatabaseError, IntegrityError, OperationalError, transaction
 from django.db.models import (
     Case,
     Count,
@@ -22,7 +23,6 @@ from django.db.models import (
     Max,
     Min,
     OuterRef,
-    Prefetch,
     Q,
     Sum,
     When,
@@ -43,7 +43,7 @@ from api.db_utils import (
     psycopg_connection,
     rls_transaction,
 )
-from api.exceptions import ProviderConnectionError
+from api.exceptions import ProviderConnectionError, ProviderDeletedException
 from api.models import (
     AttackSurfaceOverview,
     ComplianceOverviewSummary,
@@ -118,6 +118,20 @@ ATTACK_SURFACE_PROVIDER_COMPATIBILITY = {
 _ATTACK_SURFACE_MAPPING_CACHE: dict[str, dict] = {}
 
 
+def _save_scan_instance(
+    scan_instance: Scan, provider_id: str, update_fields: list[str]
+) -> None:
+    try:
+        with transaction.atomic():  # Savepoint for not killing the `rls_transaction`
+            scan_instance.save(update_fields=update_fields)
+    except DatabaseError:
+        if Scan.objects.filter(pk=scan_instance.id).exists():
+            raise
+        raise ProviderDeletedException(
+            f"Provider '{provider_id}' for scan '{scan_instance.id}' was deleted during the scan"
+        ) from None
+
+
 def aggregate_category_counts(
     categories: list[str],
     severity: str,
@@ -269,6 +283,7 @@ def _store_resources(
             provider=provider_instance,
             uid=finding.resource_uid,
             defaults={
+                "name": finding.resource_name,
                 "region": finding.region,
                 "service": finding.service_name,
                 "type": finding.resource_type,
@@ -276,6 +291,7 @@ def _store_resources(
         )
 
         if not created:
+            resource_instance.name = finding.resource_name
             resource_instance.region = finding.region
             resource_instance.service = finding.service_name
             resource_instance.type = finding.resource_type
@@ -355,68 +371,71 @@ def _copy_compliance_requirement_rows(
 
 
 def _persist_compliance_requirement_rows(
-    tenant_id: str, rows: list[dict[str, Any]], batch_size: int = 10000
-) -> None:
+    tenant_id: str, rows: Iterable[dict[str, Any]], batch_size: int = 10000
+) -> int:
     """Persist compliance requirement rows using batched COPY with ORM fallback.
 
-    Splits large row sets into batches to reduce lock duration and improve concurrency.
+    ``rows`` is consumed lazily in batches, so peak memory stays at ~``batch_size``
+    rows instead of the full set. A batch that fails COPY falls back to an ORM
+    ``bulk_create`` of just that batch.
 
     Args:
         tenant_id: Target tenant UUID.
-        rows: Precomputed row dictionaries that reflect the compliance
-            overview state for a scan.
+        rows: Iterable of row dictionaries reflecting the compliance overview
+            state for a scan.
         batch_size: Number of rows per COPY batch (default: 10000).
+
+    Returns:
+        int: total number of rows persisted.
     """
-    if not rows:
-        return
-
-    total_rows = len(rows)
-    total_batches = (total_rows + batch_size - 1) // batch_size
-
-    try:
-        # Process rows in batches to reduce lock duration
-        for batch_num in range(total_batches):
-            start_idx = batch_num * batch_size
-            end_idx = min(start_idx + batch_size, total_rows)
-            batch = rows[start_idx:end_idx]
+    total_rows = 0
+    batch_num = 0
 
+    for batch, _is_last in batched(rows, batch_size):
+        if not batch:
+            continue
+        batch_num += 1
+        try:
             _copy_compliance_requirement_rows(tenant_id, batch)
+        except Exception as error:
+            logger.exception(
+                f"COPY bulk insert for compliance requirements batch {batch_num} "
+                "failed; falling back to ORM bulk_create for this batch",
+                exc_info=error,
+            )
+            fallback_objects = [
+                ComplianceRequirementOverview(
+                    id=row["id"],
+                    tenant_id=row["tenant_id"],
+                    inserted_at=row["inserted_at"],
+                    compliance_id=row["compliance_id"],
+                    framework=row["framework"],
+                    version=row["version"],
+                    description=row["description"],
+                    region=row["region"],
+                    requirement_id=row["requirement_id"],
+                    requirement_status=row["requirement_status"],
+                    passed_checks=row["passed_checks"],
+                    failed_checks=row["failed_checks"],
+                    total_checks=row["total_checks"],
+                    passed_findings=row.get("passed_findings", 0),
+                    total_findings=row.get("total_findings", 0),
+                    scan_id=row["scan_id"],
+                )
+                for row in batch
+            ]
+            with rls_transaction(tenant_id):
+                ComplianceRequirementOverview.objects.bulk_create(
+                    fallback_objects, batch_size=500
+                )
 
-            logger.info(
-                f"Compliance COPY batch {batch_num + 1}/{total_batches}: "
-                f"inserted {len(batch)} rows ({start_idx + len(batch)}/{total_rows} total)"
-            )
-    except Exception as error:
-        logger.exception(
-            "COPY bulk insert for compliance requirements failed; falling back to ORM bulk_create",
-            exc_info=error,
+        total_rows += len(batch)
+        logger.info(
+            f"Compliance COPY batch {batch_num}: inserted {len(batch)} rows "
+            f"({total_rows} total)"
         )
-        # Fallback: use ORM bulk_create for all remaining rows
-        fallback_objects = [
-            ComplianceRequirementOverview(
-                id=row["id"],
-                tenant_id=row["tenant_id"],
-                inserted_at=row["inserted_at"],
-                compliance_id=row["compliance_id"],
-                framework=row["framework"],
-                version=row["version"],
-                description=row["description"],
-                region=row["region"],
-                requirement_id=row["requirement_id"],
-                requirement_status=row["requirement_status"],
-                passed_checks=row["passed_checks"],
-                failed_checks=row["failed_checks"],
-                total_checks=row["total_checks"],
-                passed_findings=row.get("passed_findings", 0),
-                total_findings=row.get("total_findings", 0),
-                scan_id=row["scan_id"],
-            )
-            for row in rows
-        ]
-        with rls_transaction(tenant_id):
-            ComplianceRequirementOverview.objects.bulk_create(
-                fallback_objects, batch_size=500
-            )
+
+    return total_rows
 
 
 def _create_compliance_summaries(
@@ -476,9 +495,12 @@ def _create_compliance_summaries(
             )
         )
 
-    # Bulk insert summaries
-    if summary_objects:
-        with rls_transaction(tenant_id):
+    # Idempotent re-run: clear this scan's prior summaries before re-inserting, so a
+    # recovered scan-compliance-overviews run reflects its own re-derived rows instead
+    # of keeping a stale one (bulk_create ignore_conflicts alone would keep the old).
+    with rls_transaction(tenant_id):
+        ComplianceOverviewSummary.objects.filter(scan_id=scan_id).delete()
+        if summary_objects:
             ComplianceOverviewSummary.objects.bulk_create(
                 summary_objects, batch_size=500, ignore_conflicts=True
             )
@@ -701,6 +723,12 @@ def _process_finding_micro_batch(
                     if finding.region and resource_instance.region != finding.region:
                         resource_instance.region = finding.region
                         updated = True
+                    if (
+                        finding.resource_name
+                        and resource_instance.name != finding.resource_name
+                    ):
+                        resource_instance.name = finding.resource_name
+                        updated = True
                     if resource_instance.service != finding.service_name:
                         resource_instance.service = finding.service_name
                         updated = True
@@ -942,6 +970,7 @@ def _process_finding_micro_batch(
                         Resource.objects.bulk_update(
                             resources_to_bulk_update,
                             [
+                                "name",
                                 "metadata",
                                 "details",
                                 "partition",
@@ -1015,13 +1044,18 @@ def perform_prowler_scan(
     group_resources_cache: dict[str, set] = {}
     start_time = time.time()
     exc = None
+    skip_final_scan_update = False
 
     with rls_transaction(tenant_id):
         provider_instance = Provider.objects.get(pk=provider_id)
         scan_instance = Scan.objects.get(pk=scan_id)
         scan_instance.state = StateChoices.EXECUTING
         scan_instance.started_at = datetime.now(tz=timezone.utc)
-        scan_instance.save(update_fields=["state", "started_at", "updated_at"])
+        _save_scan_instance(
+            scan_instance,
+            provider_id,
+            ["state", "started_at", "updated_at"],
+        )
 
     # Find the mutelist processor if it exists
     with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
@@ -1089,7 +1123,7 @@ def perform_prowler_scan(
 
         # Throttle scan_instance progress writes to avoid hammering the writer:
         # only persist when progress moves by at least `PROGRESS_THROTTLE_DELTA`
-        # OR `PROGRESS_THROTTLE_SECONDS` have elapsed. The final progress (1.0)
+        # OR `PROGRESS_THROTTLE_SECONDS` have elapsed. The final progress (100)
         # always persists in the `finally` block below.
         last_persisted_progress = -1.0
         last_persisted_progress_at = 0.0
@@ -1131,7 +1165,11 @@ def perform_prowler_scan(
             ):
                 with rls_transaction(tenant_id):
                     scan_instance.progress = progress
-                    scan_instance.save(update_fields=["progress", "updated_at"])
+                    _save_scan_instance(
+                        scan_instance,
+                        provider_id,
+                        ["progress", "updated_at"],
+                    )
                 last_persisted_progress = progress
                 last_persisted_progress_at = now
 
@@ -1158,26 +1196,39 @@ def perform_prowler_scan(
                         batch_size=SCAN_DB_BATCH_SIZE,
                     )
 
+    except ProviderDeletedException as e:
+        logger.warning(str(e))
+        exception = e
+        skip_final_scan_update = True
     except Exception as e:
         logger.error(f"Error performing scan {scan_id}: {e}")
         exception = e
         scan_instance.state = StateChoices.FAILED
 
     finally:
-        with rls_transaction(tenant_id):
-            scan_instance.duration = time.time() - start_time
-            scan_instance.completed_at = datetime.now(tz=timezone.utc)
-            scan_instance.unique_resource_count = len(unique_resources)
-            scan_instance.save(
-                update_fields=[
-                    "state",
-                    "duration",
-                    "completed_at",
-                    "unique_resource_count",
-                    "progress",
-                    "updated_at",
-                ]
-            )
+        if not skip_final_scan_update:
+            try:
+                with rls_transaction(tenant_id):
+                    scan_instance.duration = time.time() - start_time
+                    scan_instance.completed_at = datetime.now(tz=timezone.utc)
+                    scan_instance.unique_resource_count = len(unique_resources)
+                    if exception is None:
+                        scan_instance.progress = 100
+                    _save_scan_instance(
+                        scan_instance,
+                        provider_id,
+                        [
+                            "state",
+                            "duration",
+                            "completed_at",
+                            "unique_resource_count",
+                            "progress",
+                            "updated_at",
+                        ],
+                    )
+            except ProviderDeletedException as e:
+                logger.warning(str(e))
+                exception = e
 
     if exception is not None:
         raise exception
@@ -1433,9 +1484,13 @@ def _aggregate_findings_by_region(
     tenant_id: str, scan_id: str, modeled_threatscore_compliance_id: str
 ) -> tuple[dict, dict]:
     """
-    Aggregate findings by region using optimized ORM queries.
+    Aggregate findings by region using streaming, column-scoped ORM reads.
 
-    Replaces nested Python loops with efficient queries and aggregation.
+    Reads only the consumed columns as tuples via ``values_list`` and streams
+    them with ``.iterator()``, using the denormalized ``resource_regions`` array
+    instead of ``prefetch_related("resources")``. ``resource_regions`` mirrors the
+    regions of a finding's related resources, so it yields the same per-region
+    tally without joining the resource table.
 
     Args:
         tenant_id: Tenant UUID
@@ -1447,12 +1502,12 @@ def _aggregate_findings_by_region(
             - check_status_by_region: {region: {check_id: status}}
             - findings_count_by_compliance: {region: {normalized_id: {requirement_id: {total, pass}}}}
     """
-    check_status_by_region = {}
-    findings_count_by_compliance = {}
+    check_status_by_region: dict = {}
+    findings_count_by_compliance: dict = {}
+
+    normalized_id = re.sub(r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower())
 
     with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
-        # Fetch only PASS/FAIL findings (optimized query reduces data transfer)
-        # Other statuses are not needed for check_status or ThreatScore calculation
         findings = (
             Finding.all_objects.filter(
                 tenant_id=tenant_id,
@@ -1460,42 +1515,28 @@ def _aggregate_findings_by_region(
                 muted=False,
                 status__in=["PASS", "FAIL"],
             )
-            .only("id", "check_id", "status", "compliance")
-            .prefetch_related(
-                Prefetch(
-                    "resources",
-                    queryset=Resource.objects.only("id", "region"),
-                    to_attr="small_resources",
-                )
+            .values_list("check_id", "status", "resource_regions", "compliance")
+            .iterator(chunk_size=DJANGO_FINDINGS_BATCH_SIZE)
+        )
+
+        for check_id, status, resource_regions, compliance in findings:
+            threatscore_requirements = (compliance or {}).get(
+                modeled_threatscore_compliance_id
             )
-        )
 
-        # Process findings in a single pass (more efficient than original nested loops)
-        normalized_id = re.sub(
-            r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower()
-        )
-
-        for finding in findings:
-            status = finding.status
-
-            for resource in finding.small_resources:
-                region = resource.region
-
-                # Aggregate check status by region
-                current_status = check_status_by_region.setdefault(region, {})
+            for region in resource_regions or ():
                 # Priority: FAIL > any other status
-                if current_status.get(finding.check_id) != "FAIL":
-                    current_status[finding.check_id] = status
+                current_status = check_status_by_region.setdefault(region, {})
+                if current_status.get(check_id) != "FAIL":
+                    current_status[check_id] = status
 
                 # Aggregate ThreatScore compliance counts
-                if modeled_threatscore_compliance_id in (finding.compliance or {}):
+                if threatscore_requirements:
                     compliance_key = findings_count_by_compliance.setdefault(
                         region, {}
                     ).setdefault(normalized_id, {})
 
-                    for requirement_id in finding.compliance[
-                        modeled_threatscore_compliance_id
-                    ]:
+                    for requirement_id in threatscore_requirements:
                         requirement_stats = compliance_key.setdefault(
                             requirement_id, {"total": 0, "pass": 0}
                         )
@@ -1542,8 +1583,8 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
                         (compliance_id, requirement_id)
                     )
 
-        compliance_requirement_rows: list[dict[str, Any]] = []
         regions = []
+        requirements_created = 0
         requirement_statuses = defaultdict(
             lambda: {"fail_count": 0, "pass_count": 0, "total_count": 0}
         )
@@ -1583,44 +1624,93 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
                         else:
                             requirement_stats["failed_checks"] += 1
 
-            # Prepare compliance requirement rows and compute summaries in single pass
             utc_datetime_now = datetime.now(tz=timezone.utc)
-
-            # Pre-compute shared strings (optimization: reduces string conversions)
             tenant_id_str = str(tenant_id)
             scan_id_str = str(scan_instance.id)
 
-            for region in regions:
-                region_stats = region_requirement_stats.get(region, {})
-                for compliance_id, compliance in compliance_template.items():
-                    modeled_compliance_id = _normalized_compliance_key(
-                        compliance["framework"], compliance["version"]
+            # Per-framework constants that don't depend on the region.
+            compliance_plan = []
+            for compliance_id, compliance in compliance_template.items():
+                modeled_compliance_id = _normalized_compliance_key(
+                    compliance["framework"], compliance["version"]
+                )
+                framework = compliance["framework"]
+                version = compliance["version"] or ""
+                requirements = [
+                    (
+                        requirement_id,
+                        requirement.get("description") or "",
+                        len(requirement["checks"]),
                     )
-                    compliance_stats = region_stats.get(compliance_id, {})
-                    # Create an overview record for each requirement within each compliance framework
                     for requirement_id, requirement in compliance[
                         "requirements"
-                    ].items():
-                        stats = compliance_stats.get(requirement_id)
-                        passed_checks = stats["passed_checks"] if stats else 0
-                        failed_checks = stats["failed_checks"] if stats else 0
-                        total_checks = len(requirement["checks"])
-                        if total_checks == 0:
-                            requirement_status = "MANUAL"
-                        elif failed_checks > 0:
-                            requirement_status = "FAIL"
-                        else:
-                            requirement_status = "PASS"
+                    ].items()
+                ]
+                compliance_plan.append(
+                    (
+                        compliance_id,
+                        framework,
+                        version,
+                        modeled_compliance_id,
+                        requirements,
+                    )
+                )
 
-                        compliance_requirement_rows.append(
-                            {
+            # Yield rows lazily (consumed batch-by-batch by COPY) so peak memory
+            # stays bounded; tally requirement_statuses in the same pass.
+            def _iter_compliance_requirement_rows():
+                for region in regions:
+                    region_stats = region_requirement_stats.get(region, {})
+                    region_findings = findings_count_by_compliance.get(region, {})
+                    for (
+                        compliance_id,
+                        framework,
+                        version,
+                        modeled_compliance_id,
+                        requirements,
+                    ) in compliance_plan:
+                        compliance_stats = region_stats.get(compliance_id, {})
+                        compliance_findings = region_findings.get(
+                            modeled_compliance_id, {}
+                        )
+                        for requirement_id, description, total_checks in requirements:
+                            stats = compliance_stats.get(requirement_id)
+                            if stats:
+                                passed_checks = stats["passed_checks"]
+                                failed_checks = stats["failed_checks"]
+                            else:
+                                passed_checks = 0
+                                failed_checks = 0
+                            if total_checks == 0:
+                                requirement_status = "MANUAL"
+                            elif failed_checks > 0:
+                                requirement_status = "FAIL"
+                            else:
+                                requirement_status = "PASS"
+
+                            finding_counts = compliance_findings.get(requirement_id)
+                            if finding_counts:
+                                passed_findings = finding_counts.get("pass", 0)
+                                total_findings = finding_counts.get("total", 0)
+                            else:
+                                passed_findings = 0
+                                total_findings = 0
+
+                            key = (compliance_id, requirement_id)
+                            requirement_statuses[key]["total_count"] += 1
+                            if requirement_status == "FAIL":
+                                requirement_statuses[key]["fail_count"] += 1
+                            elif requirement_status == "PASS":
+                                requirement_statuses[key]["pass_count"] += 1
+
+                            yield {
                                 "id": uuid.uuid4(),
                                 "tenant_id": tenant_id_str,
                                 "inserted_at": utc_datetime_now,
                                 "compliance_id": compliance_id,
-                                "framework": compliance["framework"],
-                                "version": compliance["version"] or "",
-                                "description": requirement.get("description") or "",
+                                "framework": framework,
+                                "version": version,
+                                "description": description,
                                 "region": region,
                                 "requirement_id": requirement_id,
                                 "requirement_status": requirement_status,
@@ -1628,37 +1718,23 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
                                 "failed_checks": failed_checks,
                                 "total_checks": total_checks,
                                 "scan_id": scan_id_str,
-                                "passed_findings": findings_count_by_compliance.get(
-                                    region, {}
-                                )
-                                .get(modeled_compliance_id, {})
-                                .get(requirement_id, {})
-                                .get("pass", 0),
-                                "total_findings": findings_count_by_compliance.get(
-                                    region, {}
-                                )
-                                .get(modeled_compliance_id, {})
-                                .get(requirement_id, {})
-                                .get("total", 0),
+                                "passed_findings": passed_findings,
+                                "total_findings": total_findings,
                             }
-                        )
 
-                        # Update summary tracking (single-pass optimization)
-                        key = (compliance_id, requirement_id)
-                        requirement_statuses[key]["total_count"] += 1
-                        if requirement_status == "FAIL":
-                            requirement_statuses[key]["fail_count"] += 1
-                        elif requirement_status == "PASS":
-                            requirement_statuses[key]["pass_count"] += 1
+            # Idempotent re-run: clear this scan's rows before re-inserting.
+            with rls_transaction(tenant_id):
+                ComplianceRequirementOverview.objects.filter(scan_id=scan_id).delete()
 
-            # Bulk create requirement records using PostgreSQL COPY
-            _persist_compliance_requirement_rows(tenant_id, compliance_requirement_rows)
+            requirements_created = _persist_compliance_requirement_rows(
+                tenant_id, _iter_compliance_requirement_rows()
+            )
 
         # Create pre-aggregated summaries for fast compliance overview lookups
         _create_compliance_summaries(tenant_id, scan_id, requirement_statuses)
 
         return {
-            "requirements_created": len(compliance_requirement_rows),
+            "requirements_created": requirements_created,
             "regions_processed": list(regions),
             "compliance_frameworks": (
                 list(compliance_template.keys()) if regions else []

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

@@ -359,35 +359,40 @@ def _load_findings_for_requirement_checks(
 def _get_compliance_check_ids(compliance_obj) -> set[str]:
     """Return the union of all check_ids referenced by a compliance framework.
 
-    Used by the master report orchestrator to know which checks each
-    framework consumes from the shared ``findings_cache``, so that once a
-    framework finishes the entries no other pending framework needs can be
-    evicted from the cache (PROWLER-1733).
+    Used by the master report orchestrator to evict entries from
+    ``findings_cache`` once no pending framework needs them (PROWLER-1733).
 
-    Args:
-        compliance_obj: A loaded Compliance framework object exposing a
-            ``Requirements`` iterable, each requirement carrying ``Checks``.
-            ``None`` is treated as "no checks" rather than raising, so the
-            caller can pass ``frameworks_bulk.get(...)`` directly without
-            an extra existence check.
-
-    Returns:
-        Set of check_id strings (empty if ``compliance_obj`` is ``None``).
+    Accepts the legacy ``Compliance`` shape (``Requirements`` / ``Checks``
+    lists) and the universal ``ComplianceFramework`` shape (``requirements``
+    / ``checks`` dict keyed by provider). ``None`` returns an empty set so
+    callers can pass ``frameworks_bulk.get(...)`` directly.
     """
     if compliance_obj is None:
         return set()
-    checks: set[str] = set()
-    requirements = getattr(compliance_obj, "Requirements", None) or []
+
+    requirements = getattr(compliance_obj, "Requirements", None) or getattr(
+        compliance_obj, "requirements", None
+    )
+    if not requirements:
+        return set()
+
+    check_ids: set[str] = set()
     try:
-        # Defensive: Mock objects (used in unit tests) return another Mock
-        # for any attribute access, which is truthy but not iterable. Treat
-        # any non-iterable Requirements value as "no checks".
-        for req in requirements:
-            req_checks = getattr(req, "Checks", None) or []
+        # Mock objects in unit tests return another Mock for any attribute
+        # access — truthy but not iterable. Treat that as "no checks".
+        for requirement in requirements:
+            requirement_checks = getattr(requirement, "Checks", None)
+            if requirement_checks is None:
+                checks_by_provider = getattr(requirement, "checks", None) or {}
+                requirement_checks = [
+                    check_id
+                    for check_ids_list in checks_by_provider.values()
+                    for check_id in check_ids_list
+                ]
             try:
-                checks.update(req_checks)
+                check_ids.update(requirement_checks)
             except TypeError:
                 continue
     except TypeError:
         return set()
-    return checks
+    return check_ids

api/src/backend/tasks/tasks.py

@@ -46,6 +46,7 @@ from tasks.jobs.lighthouse_providers import (
     refresh_lighthouse_provider_models,
 )
 from tasks.jobs.muting import mute_historical_findings
+from tasks.jobs.orphan_recovery import reconcile_orphans
 from tasks.jobs.report import (
     STALE_TMP_OUTPUT_MAX_AGE_HOURS,
     _cleanup_stale_tmp_output_directories,
@@ -67,7 +68,10 @@ from tasks.utils import (
     get_next_execution_datetime,
 )
 
-from api.compliance import get_compliance_frameworks
+from api.compliance import (
+    get_compliance_frameworks,
+    get_prowler_provider_compliance,
+)
 from api.db_router import READ_REPLICA_ALIAS
 from api.db_utils import delete_related_daily_task, rls_transaction
 from api.decorators import handle_provider_deletion, set_tenant
@@ -75,6 +79,9 @@ from api.models import Finding, Integration, Provider, Scan, ScanSummary, StateC
 from api.utils import initialize_prowler_provider
 from api.v1.serializers import ScanTaskSerializer
 from prowler.lib.check.compliance_models import Compliance
+from prowler.lib.outputs.compliance.compliance import (
+    process_universal_compliance_frameworks,
+)
 from prowler.lib.outputs.compliance.generic.generic import GenericCompliance
 from prowler.lib.outputs.finding import Finding as FindingOutput
 
@@ -253,7 +260,9 @@ def delete_provider_task(provider_id: str, tenant_id: str):
     return delete_provider(tenant_id=tenant_id, pk=provider_id)
 
 
-@shared_task(base=RLSTask, name="scan-perform", queue="scans")
+# acks_late=False: a re-run would duplicate findings and the task is not auto-recovered,
+# so a crashed scan is dropped rather than redelivered by the broker (as before #11416).
+@shared_task(base=RLSTask, name="scan-perform", queue="scans", acks_late=False)
 @handle_provider_deletion
 def perform_scan_task(
     tenant_id: str, scan_id: str, provider_id: str, checks_to_execute: list[str] = None
@@ -297,7 +306,14 @@ def perform_scan_task(
     return result
 
 
-@shared_task(base=RLSTask, bind=True, name="scan-perform-scheduled", queue="scans")
+# acks_late=False: like scan-perform; a dropped run is re-fired by Beat on the next tick.
+@shared_task(
+    base=RLSTask,
+    bind=True,
+    name="scan-perform-scheduled",
+    queue="scans",
+    acks_late=False,
+)
 @handle_provider_deletion
 def perform_scheduled_scan_task(self, tenant_id: str, provider_id: str):
     """
@@ -462,13 +478,42 @@ def cleanup_stale_attack_paths_scans_task():
     return cleanup_stale_attack_paths_scans()
 
 
+@shared_task(name="reconcile-orphan-tasks", queue="celery")
+def reconcile_orphan_tasks_task():
+    """Periodic watchdog: recover tasks whose worker is gone (deploys, crashes)."""
+    return reconcile_orphans()
+
+
 @shared_task(name="tenant-deletion", queue="deletion", autoretry_for=(Exception,))
 def delete_tenant_task(tenant_id: str):
     return delete_tenant(pk=tenant_id)
 
 
+def _scan_tmp_output_directory(tenant_id: str, scan_id: str) -> Path:
+    """Root tmp output directory for a scan ({tmp}/{tenant_id}/{scan_id})."""
+    return Path(DJANGO_TMP_OUTPUT_DIRECTORY) / str(tenant_id) / str(scan_id)
+
+
+class ScanReportRLSTask(RLSTask):
+    """
+    RLS task that removes the scan's tmp output directory when the task fails.
+
+    Covers failures both inside and outside the task body (e.g. ENOSPC mid-write,
+    or setup errors) so partial artifacts do not accumulate on the worker disk.
+    """
+
+    def on_failure(self, exc, task_id, args, kwargs, _einfo):  # noqa: ARG002
+        del args  # Required by Celery's Task.on_failure signature; not used.
+        tenant_id = kwargs.get("tenant_id")
+        scan_id = kwargs.get("scan_id")
+
+        if tenant_id and scan_id:
+            logger.error(f"Scan report task {task_id} failed: {exc}")
+            rmtree(_scan_tmp_output_directory(tenant_id, scan_id), ignore_errors=True)
+
+
 @shared_task(
-    base=RLSTask,
+    base=ScanReportRLSTask,
     name="scan-report",
     queue="scan-reports",
 )
@@ -513,11 +558,23 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
     provider_uid = provider_obj.uid
     provider_type = provider_obj.provider
 
+    # Per-framework exporters in `COMPLIANCE_CLASS_MAP` consume the legacy bulk.
     frameworks_bulk = Compliance.get_bulk(provider_type)
+    # Universal-only frameworks (top-level JSONs like `dora_2022_2554.json`) are emitted
+    # via `process_universal_compliance_frameworks` below.
+    universal_bulk = get_prowler_provider_compliance(provider_type)
+    universal_only_names = {
+        name
+        for name in universal_bulk
+        if name not in frameworks_bulk and universal_bulk[name].outputs
+    }
     frameworks_avail = get_compliance_frameworks(provider_type)
     out_dir, comp_dir = _generate_output_directory(
         DJANGO_TMP_OUTPUT_DIRECTORY, provider_uid, tenant_id, scan_id
     )
+    # Removed on success here and on failure by ScanReportRLSTask.on_failure,
+    # so partial artifacts do not accumulate and fill the disk (ENOSPC).
+    scan_tmp_dir = _scan_tmp_output_directory(tenant_id, scan_id)
 
     def get_writer(writer_map, name, factory, is_last):
         """
@@ -535,6 +592,10 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
 
     output_writers = {}
     compliance_writers = {}
+    # Shared across batches so universal writers are created once and reused.
+    universal_compliance_state: dict[str, list] = {"compliance": []}
+    universal_base_dir = os.path.dirname(out_dir)
+    universal_output_filename = os.path.basename(out_dir)
 
     scan_summary = FindingOutput._transform_findings_stats(
         ScanSummary.objects.filter(scan_id=scan_id)
@@ -589,8 +650,30 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
                 writer.batch_write_data_to_file(**extra)
                 writer._data.clear()
 
-            # Compliance CSVs
+            # Universal-only frameworks (e.g. `dora_2022_2554.json`).
+            if universal_only_names:
+                process_universal_compliance_frameworks(
+                    input_compliance_frameworks=universal_only_names,
+                    universal_frameworks=universal_bulk,
+                    finding_outputs=fos,
+                    output_directory=universal_base_dir,
+                    output_filename=universal_output_filename,
+                    provider=provider_type,
+                    generated_outputs=universal_compliance_state,
+                    from_cli=False,
+                    is_last=is_last,
+                )
+
+            # Compliance CSVs (per-framework exporters).
             for name in frameworks_avail:
+                if name in universal_only_names:
+                    continue
+                if name not in frameworks_bulk:
+                    logger.warning(
+                        "Compliance framework '%s' missing from bulk; skipping CSV export",
+                        name,
+                    )
+                    continue
                 compliance_obj = frameworks_bulk[name]
 
                 klass = GenericCompliance
@@ -666,7 +749,7 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
         # TODO: We need to create a new periodic task to delete the output files
         # This task shouldn't be responsible for deleting the output files
         try:
-            rmtree(Path(compressed).parent, ignore_errors=True)
+            rmtree(scan_tmp_dir, ignore_errors=True)
         except Exception as e:
             logger.error(f"Error deleting output files: {e}")
         final_location, did_upload = upload_uri, True
@@ -1077,10 +1160,13 @@ def security_hub_integration_task(
     return upload_security_hub_integration(tenant_id, provider_id, scan_id)
 
 
+# acks_late=False: Jira sends are not deduplicated and the task is not auto-recovered,
+# so a crashed send is dropped rather than redelivered (avoids duplicate Jira issues).
 @shared_task(
     base=RLSTask,
     name="integration-jira",
     queue="integrations",
+    acks_late=False,
 )
 def jira_integration_task(
     tenant_id: str,

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

@@ -0,0 +1,408 @@
+from datetime import datetime, timedelta, timezone
+from unittest.mock import MagicMock, patch
+from uuid import uuid4
+
+import pytest
+from celery import states
+from django.test import override_settings
+from django_celery_results.models import TaskResult
+
+from tasks.jobs.orphan_recovery import (
+    _decode_celery_field,
+    _reconcile_task_results,
+    _recovery_attempt_count,
+    advisory_lock,
+    is_worker_alive,
+    reconcile_orphans,
+    reenqueueable_tasks,
+)
+
+
+def _orphan_result(*, name, kwargs, worker, created_minutes_ago, status=states.STARTED):
+    """Create a TaskResult mimicking an in-flight task, backdated past the grace."""
+    tr = TaskResult.objects.create(
+        task_id=str(uuid4()),
+        status=status,
+        task_name=name,
+        worker=worker,
+        task_kwargs=repr(kwargs),
+        task_args=repr([]),
+    )
+    TaskResult.objects.filter(pk=tr.pk).update(
+        date_created=datetime.now(tz=timezone.utc)
+        - timedelta(minutes=created_minutes_ago)
+    )
+    tr.refresh_from_db()
+    return tr
+
+
+@pytest.mark.django_db
+class TestDecodeCeleryField:
+    def test_decodes_single_encoded_repr(self):
+        assert _decode_celery_field("{'tenant_id': 'abc'}", {}) == {"tenant_id": "abc"}
+
+    def test_decodes_double_encoded(self):
+        import json
+
+        stored = json.dumps(repr({"tenant_id": "abc", "scan_id": "s1"}))
+        assert _decode_celery_field(stored, {}) == {"tenant_id": "abc", "scan_id": "s1"}
+
+    def test_empty_returns_default(self):
+        assert _decode_celery_field(None, {}) == {}
+        assert _decode_celery_field("", []) == []
+
+    def test_unparseable_raises(self):
+        with pytest.raises(ValueError):
+            _decode_celery_field("<<not a literal>>", {})
+
+
+@pytest.mark.django_db
+class TestReconcileTaskResults:
+    def _patches(self, alive):
+        """Patch worker liveness, revoke, and the task registry for re-enqueue."""
+        mock_app = MagicMock()
+        mock_task = MagicMock()
+        mock_app.tasks.get.return_value = mock_task
+        return (
+            patch("tasks.jobs.orphan_recovery.is_worker_alive", return_value=alive),
+            patch("tasks.jobs.orphan_recovery.revoke_task"),
+            patch("tasks.jobs.orphan_recovery.current_app", mock_app),
+            mock_task,
+        )
+
+    def test_recovers_non_scan_task(self, tenants_fixture):
+        """A NON-scan task (tenant-deletion) left orphaned is re-enqueued too."""
+        tenant = tenants_fixture[0]
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenant.id)},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["recovered"]
+        tr.refresh_from_db()
+        assert tr.status == states.REVOKED  # stale result cleared (no pending alert)
+        mock_task.apply_async.assert_called_once()
+        call = mock_task.apply_async.call_args.kwargs
+        assert call["kwargs"] == {"tenant_id": str(tenant.id)}
+        assert call["task_id"] != tr.task_id  # fresh task id
+
+    def test_external_integration_task_is_not_reenqueued_by_default(
+        self, tenants_fixture
+    ):
+        """External side-effect tasks without proven idempotency stay terminal.
+
+        integration-s3 rebuilds its upload from worker-local files that do not
+        survive the crash, so re-enqueuing it would upload nothing.
+        """
+        tr = _orphan_result(
+            name="integration-s3",
+            kwargs={
+                "tenant_id": str(tenants_fixture[0].id),
+                "provider_id": str(uuid4()),
+                "output_directory": "/tmp/gone",
+            },
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_task.apply_async.assert_not_called()
+
+    @override_settings(TASK_RECOVERY_SUMMARIES_ENABLED=False)
+    def test_disabled_group_task_is_not_reenqueued(self, tenants_fixture):
+        """A task whose group feature flag is off stays terminal, not re-enqueued."""
+        tr = _orphan_result(
+            name="scan-summary",
+            kwargs={
+                "tenant_id": str(tenants_fixture[0].id),
+                "scan_id": str(uuid4()),
+            },
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_task.apply_async.assert_not_called()
+
+    @override_settings(TASK_RECOVERY_SUMMARIES_ENABLED=False)
+    def test_disabled_group_task_does_not_consume_recovery_attempt(
+        self, tenants_fixture
+    ):
+        """A disabled-group task is failed without incrementing its Valkey attempt
+        counter, so re-enabling the group does not start it at the cap."""
+        tr = _orphan_result(
+            name="scan-summary",
+            kwargs={"tenant_id": str(tenants_fixture[0].id), "scan_id": str(uuid4())},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count") as mock_count,
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_count.assert_not_called()
+
+    def test_scan_task_is_skipped_entirely(self, tenants_fixture):
+        """Scan tasks are excluded from recovery: the watchdog never touches them."""
+        tr = _orphan_result(
+            name="scan-perform",
+            kwargs={
+                "tenant_id": str(tenants_fixture[0].id),
+                "scan_id": str(uuid4()),
+            },
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with p_alive, p_revoke, p_app:
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id not in result["recovered"]
+        assert tr.task_id not in result["failed"]
+        assert tr.task_id not in result["skipped"]
+        mock_task.apply_async.assert_not_called()
+
+    def test_jira_integration_task_is_not_reenqueued(self, tenants_fixture):
+        """integration-jira stays terminal: re-running it would create duplicate Jira
+        issues, so an orphaned send is failed instead of re-enqueued."""
+        tenant = tenants_fixture[0]
+        kwargs = {
+            "tenant_id": str(tenant.id),
+            "integration_id": str(uuid4()),
+            "project_key": "PROWLER",
+            "issue_type": "Task",
+            "finding_ids": [str(uuid4()), str(uuid4())],
+        }
+        tr = _orphan_result(
+            name="integration-jira",
+            kwargs=kwargs,
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        tr.refresh_from_db()
+        assert tr.status == states.REVOKED  # stale result cleared (no pending alert)
+        mock_task.apply_async.assert_not_called()
+
+    def test_skips_live_worker(self, tenants_fixture):
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenants_fixture[0].id)},
+            worker="alive@host",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=True)
+        with p_alive, p_revoke, p_app:
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["skipped"]
+        mock_task.apply_async.assert_not_called()
+
+    def test_skips_recently_created(self, tenants_fixture):
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenants_fixture[0].id)},
+            worker="dead@gone",
+            created_minutes_ago=0,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with p_alive, p_revoke, p_app:
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        # too recent: excluded by the grace window (not even a candidate)
+        assert tr.task_id not in result["recovered"]
+        mock_task.apply_async.assert_not_called()
+
+    def test_denylisted_task_failed_not_reenqueued(self, tenants_fixture):
+        """A non-allowlisted task is failed, never blind re-run."""
+        tr = _orphan_result(
+            name="some-non-idempotent-task",
+            kwargs={"tenant_id": str(tenants_fixture[0].id)},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        tr.refresh_from_db()
+        assert tr.status == states.REVOKED
+        mock_task.apply_async.assert_not_called()
+
+    def test_recovery_cap_marks_failed(self, tenants_fixture):
+        """When the recovery counter exceeds the cap, the task is failed not re-run."""
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenants_fixture[0].id)},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=4),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_task.apply_async.assert_not_called()
+
+
+@pytest.mark.django_db
+class TestOrphanRecoveryHelpers:
+    def test_advisory_lock_acquires_and_releases(self):
+        with advisory_lock() as acquired:
+            assert acquired is True
+
+    def test_is_worker_alive_true_when_responds(self):
+        inspect = MagicMock()
+        inspect.ping.return_value = {"w@h": {"ok": "pong"}}
+        with patch(
+            "tasks.jobs.orphan_recovery.current_app.control.inspect",
+            return_value=inspect,
+        ):
+            assert is_worker_alive("w@h") is True
+
+    def test_is_worker_alive_false_when_silent(self):
+        inspect = MagicMock()
+        inspect.ping.return_value = None
+        with patch(
+            "tasks.jobs.orphan_recovery.current_app.control.inspect",
+            return_value=inspect,
+        ):
+            assert is_worker_alive("w@h") is False
+
+    def test_recovery_attempt_count_increments(self):
+        # Unique signature so the Valkey counter starts fresh for this test.
+        kwargs_repr = repr({"probe": str(uuid4())})
+        redis_client = MagicMock()
+        redis_client.incr.side_effect = [1, 2]
+        with patch("redis.from_url", return_value=redis_client):
+            assert _recovery_attempt_count("probe-task", kwargs_repr, 6) == 1
+            assert _recovery_attempt_count("probe-task", kwargs_repr, 6) == 2
+
+
+class TestRecoveryFeatureFlags:
+    def test_all_groups_enabled_by_default(self):
+        tasks = reenqueueable_tasks()
+        assert "scan-summary" in tasks
+        assert {"provider-deletion", "tenant-deletion"} <= tasks
+
+    @override_settings(TASK_RECOVERY_SUMMARIES_ENABLED=False)
+    def test_summaries_group_flag_excludes_summary_tasks(self):
+        tasks = reenqueueable_tasks()
+        assert "scan-summary" not in tasks
+        assert "scan-compliance-overviews" not in tasks
+        assert "provider-deletion" in tasks
+
+    @override_settings(TASK_RECOVERY_DELETIONS_ENABLED=False)
+    def test_deletions_group_flag_excludes_deletion_tasks(self):
+        tasks = reenqueueable_tasks()
+        assert "provider-deletion" not in tasks
+        assert "tenant-deletion" not in tasks
+        assert "scan-summary" in tasks
+
+
+@pytest.mark.django_db
+class TestRecoveryMasterFlag:
+    @override_settings(TASK_RECOVERY_ENABLED=False)
+    def test_master_flag_disables_task_recovery(self):
+        with (
+            patch(
+                "tasks.jobs.orphan_recovery._reconcile_task_results"
+            ) as mock_reconcile,
+            patch(
+                "tasks.jobs.attack_paths.cleanup.cleanup_stale_attack_paths_scans",
+                return_value={},
+            ),
+        ):
+            result = reconcile_orphans(grace_minutes=2, max_attempts=3, dry_run=False)
+
+        mock_reconcile.assert_not_called()
+        assert result["acquired"] is True
+        assert result["enabled"] is False
+
+    @override_settings(TASK_RECOVERY_ENABLED=True)
+    def test_master_flag_enabled_runs_task_recovery(self):
+        with (
+            patch(
+                "tasks.jobs.orphan_recovery._reconcile_task_results",
+                return_value={"recovered": [], "failed": [], "skipped": []},
+            ) as mock_reconcile,
+            patch(
+                "tasks.jobs.attack_paths.cleanup.cleanup_stale_attack_paths_scans",
+                return_value={},
+            ),
+        ):
+            reconcile_orphans(grace_minutes=2, max_attempts=3, dry_run=False)
+
+        mock_reconcile.assert_called_once()

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

@@ -80,7 +80,7 @@ def basic_csa_compliance_data():
         tenant_id="tenant-123",
         scan_id="scan-456",
         provider_id="provider-789",
-        compliance_id="csa_ccm_4.0_aws",
+        compliance_id="csa_ccm_4.0",
         framework="CSA-CCM",
         name="CSA Cloud Controls Matrix v4.0",
         version="4.0",

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

@@ -8,6 +8,19 @@ from io import StringIO
 from unittest.mock import MagicMock, patch
 
 import pytest
+from api.db_router import MainRouter
+from api.exceptions import ProviderConnectionError, ProviderDeletedException
+from api.models import (
+    Finding,
+    MuteRule,
+    Provider,
+    Resource,
+    ResourceScanSummary,
+    Scan,
+    ScanSummary,
+    StateChoices,
+    StatusChoices,
+)
 from tasks.jobs.scan import (
     _ATTACK_SURFACE_MAPPING_CACHE,
     _aggregate_findings_by_region,
@@ -29,19 +42,6 @@ from tasks.jobs.scan import (
 )
 from tasks.utils import CustomEncoder
 
-from api.db_router import MainRouter
-from api.exceptions import ProviderConnectionError
-from api.models import (
-    Finding,
-    MuteRule,
-    Provider,
-    Resource,
-    ResourceScanSummary,
-    Scan,
-    ScanSummary,
-    StateChoices,
-    StatusChoices,
-)
 from prowler.lib.check.models import Severity
 from prowler.lib.outputs.finding import Status
 
@@ -263,6 +263,75 @@ class TestPerformScan:
         assert provider.connected is False
         assert isinstance(provider.connection_last_checked_at, datetime)
 
+    def test_perform_prowler_scan_provider_deleted_during_progress_update(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        providers_fixture,
+    ):
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+        provider = providers_fixture[0]
+
+        tenant_id = str(tenant.id)
+        scan_id = str(scan.id)
+        provider_id = str(provider.id)
+
+        def scan_results():
+            Provider.objects.filter(pk=provider_id).delete()
+            yield 50, []
+
+        with (
+            patch(
+                "tasks.jobs.scan.initialize_prowler_provider",
+                return_value=MagicMock(),
+            ),
+            patch("tasks.jobs.scan.ProwlerScan") as mock_prowler_scan_class,
+            patch("tasks.jobs.scan.logger.error") as mock_logger_error,
+        ):
+            mock_prowler_scan_instance = MagicMock()
+            mock_prowler_scan_instance.scan.return_value = scan_results()
+            mock_prowler_scan_class.return_value = mock_prowler_scan_instance
+
+            with pytest.raises(ProviderDeletedException):
+                perform_prowler_scan(tenant_id, scan_id, provider_id, [])
+
+        mock_logger_error.assert_not_called()
+        assert not Scan.objects.filter(pk=scan_id).exists()
+
+    def test_perform_prowler_scan_sets_final_progress_when_progress_updates_are_throttled(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        providers_fixture,
+    ):
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+        provider = providers_fixture[0]
+
+        tenant_id = str(tenant.id)
+        scan_id = str(scan.id)
+        provider_id = str(provider.id)
+
+        with (
+            patch(
+                "tasks.jobs.scan.initialize_prowler_provider",
+                return_value=MagicMock(),
+            ),
+            patch("tasks.jobs.scan.ProwlerScan") as mock_prowler_scan_class,
+            patch("tasks.jobs.scan.PROGRESS_THROTTLE_DELTA", 200),
+            patch("tasks.jobs.scan.PROGRESS_THROTTLE_SECONDS", 3600),
+        ):
+            mock_prowler_scan_instance = MagicMock()
+            mock_prowler_scan_instance.scan.return_value = [(99, []), (100, [])]
+            mock_prowler_scan_class.return_value = mock_prowler_scan_instance
+
+            perform_prowler_scan(tenant_id, scan_id, provider_id, [])
+
+        scan.refresh_from_db()
+        assert scan.state == StateChoices.COMPLETED
+        assert scan.progress == 100
+
     @pytest.mark.parametrize(
         "last_status, new_status, expected_delta",
         [
@@ -315,6 +384,7 @@ class TestPerformScan:
             provider=provider_instance,
             uid=finding.resource_uid,
             defaults={
+                "name": finding.resource_name,
                 "region": finding.region,
                 "service": finding.service_name,
                 "type": finding.resource_type,
@@ -348,6 +418,7 @@ class TestPerformScan:
 
         resource_instance = MagicMock()
         resource_instance.uid = finding.resource_uid
+        resource_instance.name = "old_name"
         resource_instance.region = "us-west-1"
         resource_instance.service = "old_service"
         resource_instance.type = "old_type"
@@ -366,6 +437,7 @@ class TestPerformScan:
             provider=provider_instance,
             uid=finding.resource_uid,
             defaults={
+                "name": finding.resource_name,
                 "region": finding.region,
                 "service": finding.service_name,
                 "type": finding.resource_type,
@@ -373,6 +445,7 @@ class TestPerformScan:
         )
 
         # Check that resource fields were updated
+        assert resource_instance.name == finding.resource_name
         assert resource_instance.region == finding.region
         assert resource_instance.service == finding.service_name
         assert resource_instance.type == finding.resource_type
@@ -1565,6 +1638,75 @@ class TestProcessFindingMicroBatch:
         assert resource_cache[finding.resource_uid].service == finding.service_name
         assert tag_cache.keys() == {("team", "devsec")}
 
+    def test_process_finding_micro_batch_refreshes_empty_resource_name(
+        self, tenants_fixture, scans_fixture
+    ):
+        tenant = tenants_fixture[0]
+        scan = scans_fixture[0]
+        provider = scan.provider
+
+        # Old resource stored before names were persisted: empty name.
+        existing_resource = Resource.objects.create(
+            tenant_id=tenant.id,
+            provider=provider,
+            uid="arn:aws:s3:::my-bucket",
+            name="",
+            region="us-east-1",
+            service="s3",
+            type="bucket",
+        )
+
+        finding = FakeFinding(
+            uid="finding-empty-name",
+            status=StatusChoices.PASS,
+            status_extended="passing",
+            severity=Severity.low,
+            check_id="s3_bucket_public_access",
+            resource_uid=existing_resource.uid,
+            resource_name="my-bucket",
+            region="us-east-1",
+            service_name="s3",
+            resource_type="bucket",
+            partition="aws",
+            raw={"status": "PASS"},
+            metadata={"source": "prowler"},
+        )
+
+        resource_cache = {existing_resource.uid: existing_resource}
+        tag_cache = {}
+        last_status_cache = {}
+        resource_failed_findings_cache = {existing_resource.uid: 0}
+        unique_resources: set[tuple[str, str]] = set()
+        scan_resource_cache: set[tuple[str, str, str, str]] = set()
+        mute_rules_cache = {}
+        scan_categories_cache: dict[tuple[str, str], dict[str, int]] = {}
+        scan_resource_groups_cache: dict[tuple[str, str], dict[str, int]] = {}
+        group_resources_cache: dict[str, set] = {}
+
+        with (
+            patch("tasks.jobs.scan.rls_transaction", new=noop_rls_transaction),
+            patch("api.db_utils.rls_transaction", new=noop_rls_transaction),
+        ):
+            _process_finding_micro_batch(
+                str(tenant.id),
+                [finding],
+                scan,
+                provider,
+                resource_cache,
+                tag_cache,
+                last_status_cache,
+                resource_failed_findings_cache,
+                unique_resources,
+                scan_resource_cache,
+                mute_rules_cache,
+                scan_categories_cache,
+                scan_resource_groups_cache,
+                group_resources_cache,
+            )
+
+        existing_resource.refresh_from_db()
+        assert existing_resource.name == finding.resource_name
+
     def test_process_finding_micro_batch_skips_long_uid(
         self, tenants_fixture, scans_fixture
     ):
@@ -1880,6 +2022,62 @@ class TestCreateComplianceRequirements:
 
             assert "requirements_created" in result
 
+    @pytest.mark.django_db(transaction=True)
+    def test_create_compliance_requirements_idempotent_on_rerun(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        providers_fixture,
+        findings_fixture,
+    ):
+        """Re-running compliance materialization must not raise nor duplicate rows.
+
+        Uses transaction=True because the COPY path commits on its own connection,
+        so the test must use real commits (mirroring production) rather than the
+        default rollback wrapper.
+        """
+        from api.models import ComplianceRequirementOverview
+
+        with patch(
+            "tasks.jobs.scan.PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE"
+        ) as mock_compliance_template:
+            tenant_id = str(tenants_fixture[0].id)
+            scan_id = str(scans_fixture[0].id)
+
+            mock_compliance_template.__getitem__.return_value = {
+                "test_compliance": {
+                    "framework": "Test Framework",
+                    "version": "1.0",
+                    "requirements": {
+                        "req_1": {
+                            "description": "Test Requirement 1",
+                            "checks": {"test_check_id": None},
+                            "checks_status": {
+                                "pass": 2,
+                                "fail": 1,
+                                "manual": 0,
+                                "total": 3,
+                            },
+                            "status": "FAIL",
+                        },
+                    },
+                }
+            }
+
+            create_compliance_requirements(tenant_id, scan_id)
+            count_after_first = ComplianceRequirementOverview.objects.filter(
+                scan_id=scan_id
+            ).count()
+
+            # Second run must not raise and must not duplicate rows.
+            create_compliance_requirements(tenant_id, scan_id)
+            count_after_second = ComplianceRequirementOverview.objects.filter(
+                scan_id=scan_id
+            ).count()
+
+        assert count_after_first > 0
+        assert count_after_second == count_after_first
+
     def test_create_compliance_requirements_kubernetes_provider(
         self,
         tenants_fixture,
@@ -3545,19 +3743,19 @@ class TestAggregateFindingsByRegion:
         scan_id = str(uuid.uuid4())
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
-        # Mock findings with resources
-        mock_finding1 = MagicMock()
-        mock_finding1.check_id = "check1"
-        mock_finding1.status = "FAIL"
-        mock_finding1.compliance = {modeled_threatscore_compliance_id: ["req1", "req2"]}
-
-        mock_resource1 = MagicMock()
-        mock_resource1.region = "us-east-1"
-        mock_finding1.small_resources = [mock_resource1]
+        # (check_id, status, resource_regions, compliance) tuples
+        finding_rows = [
+            (
+                "check1",
+                "FAIL",
+                ["us-east-1"],
+                {modeled_threatscore_compliance_id: ["req1", "req2"]},
+            )
+        ]
 
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = [mock_finding1]
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3571,6 +3769,12 @@ class TestAggregateFindingsByRegion:
             )
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         # Verify structure of check_status_by_region
         assert isinstance(check_status_by_region, dict)
         assert "us-east-1" in check_status_by_region
@@ -3590,27 +3794,15 @@ class TestAggregateFindingsByRegion:
         scan_id = str(uuid.uuid4())
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
-        # First finding with PASS status
-        mock_finding1 = MagicMock()
-        mock_finding1.check_id = "check1"
-        mock_finding1.status = "PASS"
-        mock_finding1.compliance = {}
-        mock_resource1 = MagicMock()
-        mock_resource1.region = "us-east-1"
-        mock_finding1.small_resources = [mock_resource1]
-
-        # Second finding with FAIL status for same check/region
-        mock_finding2 = MagicMock()
-        mock_finding2.check_id = "check1"
-        mock_finding2.status = "FAIL"
-        mock_finding2.compliance = {}
-        mock_resource2 = MagicMock()
-        mock_resource2.region = "us-east-1"
-        mock_finding2.small_resources = [mock_resource2]
+        # Same check/region: PASS first, then FAIL — FAIL must win
+        finding_rows = [
+            ("check1", "PASS", ["us-east-1"], {}),
+            ("check1", "FAIL", ["us-east-1"], {}),
+        ]
 
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = [mock_finding1, mock_finding2]
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3622,6 +3814,12 @@ class TestAggregateFindingsByRegion:
             tenant_id, scan_id, modeled_threatscore_compliance_id
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         # FAIL should override PASS
         assert check_status_by_region["us-east-1"]["check1"] == "FAIL"
 
@@ -3636,8 +3834,8 @@ class TestAggregateFindingsByRegion:
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = []
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = []
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3649,6 +3847,12 @@ class TestAggregateFindingsByRegion:
             tenant_id, scan_id, modeled_threatscore_compliance_id
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         # Verify filter was called with muted=False
         mock_findings_filter.assert_called_once_with(
             tenant_id=tenant_id,
@@ -3667,27 +3871,25 @@ class TestAggregateFindingsByRegion:
         scan_id = str(uuid.uuid4())
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
-        # Finding with PASS status
-        mock_finding1 = MagicMock()
-        mock_finding1.check_id = "check1"
-        mock_finding1.status = "PASS"
-        mock_finding1.compliance = {modeled_threatscore_compliance_id: ["req1"]}
-        mock_resource1 = MagicMock()
-        mock_resource1.region = "us-east-1"
-        mock_finding1.small_resources = [mock_resource1]
-
-        # Finding with FAIL status
-        mock_finding2 = MagicMock()
-        mock_finding2.check_id = "check2"
-        mock_finding2.status = "FAIL"
-        mock_finding2.compliance = {modeled_threatscore_compliance_id: ["req1"]}
-        mock_resource2 = MagicMock()
-        mock_resource2.region = "us-east-1"
-        mock_finding2.small_resources = [mock_resource2]
+        # PASS and FAIL findings mapped to the same ThreatScore requirement
+        finding_rows = [
+            (
+                "check1",
+                "PASS",
+                ["us-east-1"],
+                {modeled_threatscore_compliance_id: ["req1"]},
+            ),
+            (
+                "check2",
+                "FAIL",
+                ["us-east-1"],
+                {modeled_threatscore_compliance_id: ["req1"]},
+            ),
+        ]
 
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = [mock_finding1, mock_finding2]
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3699,6 +3901,12 @@ class TestAggregateFindingsByRegion:
             tenant_id, scan_id, modeled_threatscore_compliance_id
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         # Verify compliance counts
         normalized_id = re.sub(
             r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower()
@@ -3721,27 +3929,15 @@ class TestAggregateFindingsByRegion:
         scan_id = str(uuid.uuid4())
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
-        # Finding in us-east-1
-        mock_finding1 = MagicMock()
-        mock_finding1.check_id = "check1"
-        mock_finding1.status = "FAIL"
-        mock_finding1.compliance = {}
-        mock_resource1 = MagicMock()
-        mock_resource1.region = "us-east-1"
-        mock_finding1.small_resources = [mock_resource1]
-
-        # Finding in us-west-2
-        mock_finding2 = MagicMock()
-        mock_finding2.check_id = "check1"
-        mock_finding2.status = "PASS"
-        mock_finding2.compliance = {}
-        mock_resource2 = MagicMock()
-        mock_resource2.region = "us-west-2"
-        mock_finding2.small_resources = [mock_resource2]
+        # One finding per region
+        finding_rows = [
+            ("check1", "FAIL", ["us-east-1"], {}),
+            ("check1", "PASS", ["us-west-2"], {}),
+        ]
 
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = [mock_finding1, mock_finding2]
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3753,6 +3949,12 @@ class TestAggregateFindingsByRegion:
             tenant_id, scan_id, modeled_threatscore_compliance_id
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         # Verify both regions are present with correct statuses
         assert "us-east-1" in check_status_by_region
         assert "us-west-2" in check_status_by_region
@@ -3761,17 +3963,26 @@ class TestAggregateFindingsByRegion:
 
     @patch("tasks.jobs.scan.Finding.all_objects.filter")
     @patch("tasks.jobs.scan.rls_transaction")
-    def test_aggregate_findings_by_region_empty_findings(
+    def test_aggregate_findings_by_region_multi_region_finding(
         self, mock_rls_transaction, mock_findings_filter
     ):
-        """Test with no findings - should return empty dicts."""
+        """A finding with multiple resource_regions is tallied in every region."""
         tenant_id = str(uuid.uuid4())
         scan_id = str(uuid.uuid4())
         modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
 
+        finding_rows = [
+            (
+                "check1",
+                "FAIL",
+                ["us-east-1", "eu-west-1"],
+                {modeled_threatscore_compliance_id: ["req1"]},
+            )
+        ]
+
         mock_queryset = MagicMock()
-        mock_queryset.only.return_value = mock_queryset
-        mock_queryset.prefetch_related.return_value = []
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
 
         ctx = MagicMock()
         ctx.__enter__.return_value = None
@@ -3785,6 +3996,92 @@ class TestAggregateFindingsByRegion:
             )
         )
 
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
+        normalized_id = re.sub(
+            r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower()
+        )
+        for region in ("us-east-1", "eu-west-1"):
+            assert check_status_by_region[region]["check1"] == "FAIL"
+            req_stats = findings_count_by_compliance[region][normalized_id]["req1"]
+            assert req_stats == {"total": 1, "pass": 0}
+
+    @patch("tasks.jobs.scan.Finding.all_objects.filter")
+    @patch("tasks.jobs.scan.rls_transaction")
+    def test_aggregate_findings_by_region_skips_empty_regions(
+        self, mock_rls_transaction, mock_findings_filter
+    ):
+        """A finding with no denormalized regions contributes nothing."""
+        tenant_id = str(uuid.uuid4())
+        scan_id = str(uuid.uuid4())
+        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+
+        finding_rows = [
+            ("check1", "FAIL", [], {modeled_threatscore_compliance_id: ["req1"]}),
+            ("check2", "PASS", None, {}),
+        ]
+
+        mock_queryset = MagicMock()
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = finding_rows
+
+        ctx = MagicMock()
+        ctx.__enter__.return_value = None
+        ctx.__exit__.return_value = False
+        mock_rls_transaction.return_value = ctx
+        mock_findings_filter.return_value = mock_queryset
+
+        check_status_by_region, findings_count_by_compliance = (
+            _aggregate_findings_by_region(
+                tenant_id, scan_id, modeled_threatscore_compliance_id
+            )
+        )
+
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
+        assert check_status_by_region == {}
+        assert findings_count_by_compliance == {}
+
+    @patch("tasks.jobs.scan.Finding.all_objects.filter")
+    @patch("tasks.jobs.scan.rls_transaction")
+    def test_aggregate_findings_by_region_empty_findings(
+        self, mock_rls_transaction, mock_findings_filter
+    ):
+        """Test with no findings - should return empty dicts."""
+        tenant_id = str(uuid.uuid4())
+        scan_id = str(uuid.uuid4())
+        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+
+        mock_queryset = MagicMock()
+        mock_queryset.values_list.return_value = mock_queryset
+        mock_queryset.iterator.return_value = []
+
+        ctx = MagicMock()
+        ctx.__enter__.return_value = None
+        ctx.__exit__.return_value = False
+        mock_rls_transaction.return_value = ctx
+        mock_findings_filter.return_value = mock_queryset
+
+        check_status_by_region, findings_count_by_compliance = (
+            _aggregate_findings_by_region(
+                tenant_id, scan_id, modeled_threatscore_compliance_id
+            )
+        )
+
+        # Streaming query contract: column-scoped values_list + iterator
+        mock_queryset.values_list.assert_called_once_with(
+            "check_id", "status", "resource_regions", "compliance"
+        )
+        mock_queryset.iterator.assert_called_once()
+
         assert check_status_by_region == {}
         assert findings_count_by_compliance == {}
 
@@ -4363,9 +4660,10 @@ class TestScanIsFullScope:
         # If the SDK adds a new filter, this test still passes via the
         # introspection-driven derivation; if it adds a non-filter kwarg
         # (e.g. provider-like), keep the exclusion list in sync in models.py.
-        from prowler.lib.scan.scan import Scan as ProwlerScan
         import inspect
 
+        from prowler.lib.scan.scan import Scan as ProwlerScan
+
         expected = tuple(
             name
             for name in inspect.signature(ProwlerScan.__init__).parameters

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

@@ -15,8 +15,10 @@ from tasks.jobs.lighthouse_providers import (
 from tasks.tasks import (
     DJANGO_TMP_OUTPUT_DIRECTORY,
     STALE_TMP_OUTPUT_MAX_AGE_HOURS,
+    ScanReportRLSTask,
     _cleanup_orphan_scheduled_scans,
     _perform_scan_complete_tasks,
+    _scan_tmp_output_directory,
     check_integrations_task,
     check_lighthouse_provider_connection_task,
     generate_outputs_task,
@@ -321,6 +323,7 @@ class TestGenerateOutputs:
 
         mock_transformed_stats = {"some": "stats"}
         with (
+            patch("tasks.tasks.get_prowler_provider_compliance", return_value={}),
             patch(
                 "tasks.tasks.FindingOutput._transform_findings_stats",
                 return_value=mock_transformed_stats,
@@ -439,6 +442,7 @@ class TestGenerateOutputs:
         mock_provider.uid = "test-provider-uid"
 
         with (
+            patch("tasks.tasks.get_prowler_provider_compliance", return_value={}),
             patch("tasks.tasks.ScanSummary.objects.filter") as mock_filter,
             patch("tasks.tasks.Provider.objects.get", return_value=mock_provider),
             patch("tasks.tasks.initialize_prowler_provider"),
@@ -594,6 +598,7 @@ class TestGenerateOutputs:
         ]
 
         with (
+            patch("tasks.tasks.get_prowler_provider_compliance", return_value={}),
             patch("tasks.tasks.ScanSummary.objects.filter") as mock_summary,
             patch(
                 "tasks.tasks.Provider.objects.get",
@@ -668,6 +673,7 @@ class TestGenerateOutputs:
         mock_provider.uid = "test-provider-uid"
 
         with (
+            patch("tasks.tasks.get_prowler_provider_compliance", return_value={}),
             patch("tasks.tasks.ScanSummary.objects.filter") as mock_filter,
             patch("tasks.tasks.Provider.objects.get", return_value=mock_provider),
             patch("tasks.tasks.initialize_prowler_provider"),
@@ -771,6 +777,38 @@ class TestGenerateOutputs:
             mock_s3_task.assert_called_once()
 
 
+class TestScanReportRLSTaskOnFailure:
+    def test_on_failure_removes_scan_tmp_directory(self):
+        task = ScanReportRLSTask()
+
+        with patch("tasks.tasks.rmtree") as mock_rmtree:
+            task.on_failure(
+                exc=OSError("No space left on device"),
+                task_id="task-abc",
+                args=(),
+                kwargs={"tenant_id": "t-1", "scan_id": "s-1"},
+                _einfo=None,
+            )
+
+        mock_rmtree.assert_called_once_with(
+            _scan_tmp_output_directory("t-1", "s-1"), ignore_errors=True
+        )
+
+    def test_on_failure_skips_when_missing_kwargs(self):
+        task = ScanReportRLSTask()
+
+        with patch("tasks.tasks.rmtree") as mock_rmtree:
+            task.on_failure(
+                exc=OSError("No space left on device"),
+                task_id="task-abc",
+                args=(),
+                kwargs={},
+                _einfo=None,
+            )
+
+        mock_rmtree.assert_not_called()
+
+
 class TestScanCompleteTasks:
     @patch("tasks.tasks.aggregate_attack_surface_task.apply_async")
     @patch("tasks.tasks.chain")
@@ -1079,6 +1117,7 @@ class TestCheckIntegrationsTask:
             enabled=True,
         )
 
+    @patch("tasks.tasks.get_prowler_provider_compliance", return_value={})
     @patch("tasks.tasks.s3_integration_task")
     @patch("tasks.tasks.Integration.objects.filter")
     @patch("tasks.tasks.ScanSummary.objects.filter")
@@ -1111,6 +1150,7 @@ class TestCheckIntegrationsTask:
         mock_scan_summary,
         mock_integration_filter,
         mock_s3_task,
+        mock_get_prowler_compliance,
     ):
         """Test that ASFF output is generated for AWS providers with SecurityHub integration."""
         # Setup
@@ -1207,6 +1247,7 @@ class TestCheckIntegrationsTask:
 
             assert result == {"upload": True}
 
+    @patch("tasks.tasks.get_prowler_provider_compliance", return_value={})
     @patch("tasks.tasks.s3_integration_task")
     @patch("tasks.tasks.Integration.objects.filter")
     @patch("tasks.tasks.ScanSummary.objects.filter")
@@ -1239,6 +1280,7 @@ class TestCheckIntegrationsTask:
         mock_scan_summary,
         mock_integration_filter,
         mock_s3_task,
+        mock_get_prowler_compliance,
     ):
         """Test that ASFF output is NOT generated for AWS providers without SecurityHub integration."""
         # Setup
@@ -1332,6 +1374,7 @@ class TestCheckIntegrationsTask:
 
             assert result == {"upload": True}
 
+    @patch("tasks.tasks.get_prowler_provider_compliance", return_value={})
     @patch("tasks.tasks.ScanSummary.objects.filter")
     @patch("tasks.tasks.Provider.objects.get")
     @patch("tasks.tasks.initialize_prowler_provider")
@@ -1360,6 +1403,7 @@ class TestCheckIntegrationsTask:
         mock_initialize_provider,
         mock_provider_get,
         mock_scan_summary,
+        mock_get_prowler_compliance,
     ):
         """Test that ASFF output is NOT generated for non-AWS providers (e.g., Azure, GCP)."""
         # Setup
@@ -2672,3 +2716,36 @@ class TestReaggregateAllFindingGroupSummaries:
         assert result == {"scans_reaggregated": 0}
         mock_group.assert_not_called()
         mock_chain.assert_not_called()
+
+
+class TestTaskTimeLimits:
+    """The per-task limits in task_annotations must actually take effect.
+
+    Celery applies a "*" annotation after the per-task one, so a "*" entry would
+    silently overwrite every specific limit and cap long scans at the default. The
+    default is set as the global limit instead, and these per-task limits must win.
+    """
+
+    def test_long_running_tasks_exceed_the_default_limit(self):
+        from config.celery import celery_app
+
+        default = celery_app.conf.task_time_limit
+        for name in (
+            "scan-perform",
+            "scan-perform-scheduled",
+            "provider-deletion",
+            "tenant-deletion",
+        ):
+            assert celery_app.tasks[name].time_limit > default
+
+    def test_connection_checks_stay_below_the_default_limit(self):
+        from config.celery import celery_app
+
+        default = celery_app.conf.task_time_limit
+        for name in (
+            "provider-connection-check",
+            "integration-connection-check",
+            "lighthouse-connection-check",
+            "lighthouse-provider-connection-check",
+        ):
+            assert celery_app.tasks[name].time_limit < default

api/uv.lock

@@ -16,7 +16,7 @@ constraints = [
     { name = "aiobotocore", specifier = "==2.25.1" },
     { name = "aiofiles", specifier = "==24.1.0" },
     { name = "aiohappyeyeballs", specifier = "==2.6.1" },
-    { name = "aiohttp", specifier = "==3.13.5" },
+    { name = "aiohttp", specifier = "==3.14.0" },
     { name = "aioitertools", specifier = "==0.13.0" },
     { name = "aiosignal", specifier = "==1.4.0" },
     { name = "alibabacloud-actiontrail20200706", specifier = "==2.4.1" },
@@ -61,9 +61,8 @@ constraints = [
     { name = "astroid", specifier = "==3.2.4" },
     { name = "async-timeout", specifier = "==5.0.1" },
     { name = "attrs", specifier = "==25.4.0" },
-    { name = "authlib", specifier = "==1.6.9" },
+    { name = "authlib", specifier = "==1.6.12" },
     { name = "autopep8", specifier = "==2.3.2" },
-    { name = "awsipranges", specifier = "==0.3.3" },
     { name = "azure-cli-core", specifier = "==2.83.0" },
     { name = "azure-cli-telemetry", specifier = "==1.1.0" },
     { name = "azure-common", specifier = "==1.1.28" },
@@ -146,6 +145,7 @@ constraints = [
     { name = "django-celery-results", specifier = "==2.6.0" },
     { name = "django-cors-headers", specifier = "==4.4.0" },
     { name = "django-environ", specifier = "==0.11.2" },
+    { name = "django-eventstream", specifier = "==5.3.3" },
     { name = "django-filter", specifier = "==24.3" },
     { name = "django-guid", specifier = "==3.5.0" },
     { name = "django-postgres-extra", specifier = "==2.0.9" },
@@ -163,7 +163,7 @@ constraints = [
     { name = "drf-simple-apikey", specifier = "==2.2.1" },
     { name = "drf-spectacular", specifier = "==0.27.2" },
     { name = "drf-spectacular-jsonapi", specifier = "==0.5.1" },
-    { name = "dulwich", specifier = "==0.23.0" },
+    { name = "dulwich", specifier = "==1.2.5" },
     { name = "duo-client", specifier = "==5.5.0" },
     { name = "durationpy", specifier = "==0.10" },
     { name = "email-validator", specifier = "==2.2.0" },
@@ -190,7 +190,7 @@ constraints = [
     { name = "grpc-google-iam-v1", specifier = "==0.14.3" },
     { name = "grpcio", specifier = "==1.76.0" },
     { name = "grpcio-status", specifier = "==1.76.0" },
-    { name = "gunicorn", specifier = "==23.0.0" },
+    { name = "gunicorn", specifier = "==26.0.0" },
     { name = "h11", specifier = "==0.16.0" },
     { name = "h2", specifier = "==4.3.0" },
     { name = "hpack", specifier = "==4.1.0" },
@@ -199,8 +199,8 @@ constraints = [
     { name = "httpx", specifier = "==0.28.1" },
     { name = "humanfriendly", specifier = "==10.0" },
     { name = "hyperframe", specifier = "==6.1.0" },
-    { name = "iamdata", specifier = "==0.1.202602021" },
-    { name = "idna", specifier = "==3.11" },
+    { name = "iamdata", specifier = "==0.1.202605131" },
+    { name = "idna", specifier = "==3.15" },
     { name = "importlib-metadata", specifier = "==8.7.1" },
     { name = "inflection", specifier = "==0.5.1" },
     { name = "iniconfig", specifier = "==2.3.0" },
@@ -252,7 +252,7 @@ constraints = [
     { name = "neo4j", specifier = "==6.1.0" },
     { name = "nest-asyncio", specifier = "==1.6.0" },
     { name = "nltk", specifier = "==3.9.4" },
-    { name = "numpy", specifier = "==2.0.2" },
+    { name = "numpy", specifier = "==2.2.6" },
     { name = "oauthlib", specifier = "==3.3.1" },
     { name = "oci", specifier = "==2.169.0" },
     { name = "openai", specifier = "==1.109.1" },
@@ -281,7 +281,7 @@ constraints = [
     { name = "psutil", specifier = "==7.2.2" },
     { name = "psycopg2-binary", specifier = "==2.9.9" },
     { name = "py-deviceid", specifier = "==0.1.1" },
-    { name = "py-iam-expand", specifier = "==0.1.0" },
+    { name = "py-iam-expand", specifier = "==0.3.0" },
     { name = "py-ocsf-models", specifier = "==0.8.1" },
     { name = "pyasn1", specifier = "==0.6.3" },
     { name = "pyasn1-modules", specifier = "==0.4.2" },
@@ -291,7 +291,7 @@ constraints = [
     { name = "pydantic-core", specifier = "==2.41.5" },
     { name = "pygithub", specifier = "==2.8.0" },
     { name = "pygments", specifier = "==2.20.0" },
-    { name = "pyjwt", specifier = "==2.12.1" },
+    { name = "pyjwt", specifier = "==2.13.0" },
     { name = "pylint", specifier = "==3.2.5" },
     { name = "pymsalruntime", specifier = "==0.18.1" },
     { name = "pynacl", specifier = "==1.6.2" },
@@ -357,6 +357,8 @@ constraints = [
     { name = "uritemplate", specifier = "==4.2.0" },
     { name = "urllib3", specifier = "==2.7.0" },
     { name = "uuid6", specifier = "==2024.7.10" },
+    { name = "uvicorn", specifier = "==0.49.0" },
+    { name = "uvloop", specifier = "==0.22.1" },
     { name = "vine", specifier = "==5.1.0" },
     { name = "vulture", specifier = "==2.14" },
     { name = "wcwidth", specifier = "==0.5.3" },
@@ -374,8 +376,10 @@ constraints = [
     { name = "zstd", specifier = "==1.5.7.3" },
 ]
 overrides = [
+    { name = "dulwich", specifier = "==1.2.5" },
     { name = "microsoft-kiota-abstractions", specifier = "==1.9.9" },
     { name = "okta", specifier = "==3.4.2" },
+    { name = "pyjwt", extras = ["crypto"], specifier = "==2.13.0" },
 ]
 
 [[package]]
@@ -393,7 +397,7 @@ version = "1.2.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
-    { name = "pyjwt" },
+    { name = "pyjwt", extra = ["crypto"] },
     { name = "python-dateutil" },
     { name = "requests" },
 ]
@@ -467,7 +471,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.5"
+version = "3.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -476,44 +480,47 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions" },
     { name = "yarl" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/ee/ab/93ce242f899b68c51b0578c027aafa791ab3614cb9345fa5d37b5f5c8e3e/aiohttp-3.14.0.tar.gz", hash = "sha256:2882de819734c715fd1b9c11c97e09fa020d14438203d1d354d8ed1702791c9b", size = 7940674, upload-time = "2026-06-01T19:41:02.763Z" }
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+    { url = "https://files.pythonhosted.org/packages/a3/5e/ecf12fdb62546d64385c158514e9b2b671f7832108ef2ecd2020ce0af2d1/pyjwt-2.13.0-py3-none-any.whl", hash = "sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728", size = 31274, upload-time = "2026-05-21T19:54:35.362Z" },
 ]
 
 [package.optional-dependencies]
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     { url = "https://files.pythonhosted.org/packages/49/4b/359f28a903c13438ef59ebeee215fb25da53066db67b305c125f1c6d2a25/sqlparse-0.5.5-py3-none-any.whl", hash = "sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba", size = 46138, upload-time = "2025-12-19T07:17:46.573Z" },
 ]
 
+[[package]]
+name = "stackit-core"
+version = "0.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+    { name = "pydantic" },
+    { name = "pyjwt", extra = ["crypto"] },
+    { name = "requests" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/24/90/20f9ec7387eec4067cfd3d29055d0e2b5e1e0322c601a7f48125fd8ea35f/stackit_core-0.2.0.tar.gz", hash = "sha256:b8af91877cdb060d6969a303d8cf20bc0b33b345afd91f679c44a987381e2d47", size = 8987, upload-time = "2025-06-12T08:24:45.251Z" }
+wheels = [
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+]
+
+[[package]]
+name = "stackit-iaas"
+version = "1.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+    { name = "python-dateutil" },
+    { name = "requests" },
+    { name = "stackit-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/52/07/24e65278300d5c3cb19cb1660bff924c80812cf8aad3e715f826bae5aa80/stackit_iaas-1.4.0.tar.gz", hash = "sha256:93523b23442350c7ebefd9129485c4c2a539f694a9c36a0f8edfaba9862057ea", size = 116236, upload-time = "2026-05-13T09:43:15.996Z" }
+wheels = [
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+]
+
+[[package]]
+name = "stackit-objectstorage"
+version = "1.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+    { name = "python-dateutil" },
+    { name = "requests" },
+    { name = "stackit-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/90/80/b790756af40a5c6d979dd688b2557394ac54b594eb4c08edc33157ba890f/stackit_objectstorage-1.4.0.tar.gz", hash = "sha256:4a3812b4de102b199f061706a802909f9e53ae9b0858769d5bd720f814c8bdbe", size = 31814, upload-time = "2026-05-13T09:43:05.027Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/68/f1/ffa8d5e2ec9f818c72a6f045691364eb4e927ee86641993a70882d00205a/stackit_objectstorage-1.4.0-py3-none-any.whl", hash = "sha256:1a3285c6840d95cff591d84fd21803575cb0d010c398e6575ed92987b9c39866", size = 65061, upload-time = "2026-05-13T09:43:04.13Z" },
+]
+
+[[package]]
+name = "stackit-resourcemanager"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+    { name = "python-dateutil" },
+    { name = "requests" },
+    { name = "stackit-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/23/2d/f458f18e48ed2b1c83df52cff7dbdfd5dd904fb2980ffd9385876e47bbd9/stackit_resourcemanager-0.8.0.tar.gz", hash = "sha256:f44542beab4130857f5a7f465cf02defeef657bdf63c1beeb3102f0ba3c003fe", size = 33943, upload-time = "2026-05-13T09:43:08.667Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c7/9c/38a74d0f7a89b4320f6d2366fb660638bda8860daa08748b12c713d84381/stackit_resourcemanager-0.8.0-py3-none-any.whl", hash = "sha256:dd04bb8353d041a137c4dcba190beabded7acfaff1bc98b218fce20a99389ebc", size = 81288, upload-time = "2026-05-13T09:43:07.81Z" },
+]
+
 [[package]]
 name = "statsd"
 version = "4.0.1"
@@ -5730,6 +5882,52 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d3/3e/4ae6af487ce5781ed71d5fe10aca72e7cbc4d4f45afc31b120287082a8dd/uuid6-2024.7.10-py3-none-any.whl", hash = "sha256:93432c00ba403751f722829ad21759ff9db051dea140bf81493271e8e4dd18b7", size = 6376, upload-time = "2024-07-10T16:39:36.148Z" },
 ]
 
+[[package]]
+name = "uvicorn"
+version = "0.49.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "h11" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c4/1f/fa18009dea8469069cca78a4e877a008ab78f08b064bfc9ab891579077ff/uvicorn-0.49.0.tar.gz", hash = "sha256:ebf4271aa580d9de97f93192d4595176df6e91f9aae919ca73e4fc07df1e66a3", size = 91284, upload-time = "2026-06-03T22:01:30.448Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/88/fa/e1388bbcf24ef3274f45c0c1c7b501fd14971037c1b6ee23610553307497/uvicorn-0.49.0-py3-none-any.whl", hash = "sha256:ba3d14c3ee7e41c6c654c46c9eb489d33213cdd30aa1696eab1374337c13f68f", size = 71376, upload-time = "2026-06-03T22:01:29.037Z" },
+]
+
+[[package]]
+name = "uvicorn-worker"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gunicorn" },
+    { name = "uvicorn" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/80/59/9101b9c0680fd80e9d26c07deb822a5d18a324339fcf9cd017885ee808ad/uvicorn_worker-0.4.0.tar.gz", hash = "sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493", size = 9361, upload-time = "2025-09-20T10:47:01.218Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/90/25/09cd7a90c8bb7fb693be0d6704fccd5f9778d5513214b7a01cc4a94ff314/uvicorn_worker-0.4.0-py3-none-any.whl", hash = "sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde", size = 5364, upload-time = "2025-09-20T10:46:59.776Z" },
+]
+
+[[package]]
+name = "uvloop"
+version = "0.22.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/06/f0/18d39dbd1971d6d62c4629cc7fa67f74821b0dc1f5a77af43719de7936a7/uvloop-0.22.1.tar.gz", hash = "sha256:6c84bae345b9147082b17371e3dd5d42775bddce91f885499017f4607fdaf39f", size = 2443250, upload-time = "2025-10-16T22:17:19.342Z" }
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+    { url = "https://files.pythonhosted.org/packages/a8/73/c4e271b3bce59724e291465cc936c37758886a4868787da0278b3b56b905/uvloop-0.22.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3b7f102bf3cb1995cfeaee9321105e8f5da76fdb104cdad8986f85461a1b7b77", size = 748677, upload-time = "2025-10-16T22:16:22.558Z" },
+    { url = "https://files.pythonhosted.org/packages/86/94/9fb7fad2f824d25f8ecac0d70b94d0d48107ad5ece03769a9c543444f78a/uvloop-0.22.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:53c85520781d84a4b8b230e24a5af5b0778efdb39142b424990ff1ef7c48ba21", size = 3753819, upload-time = "2025-10-16T22:16:23.903Z" },
+    { url = "https://files.pythonhosted.org/packages/74/4f/256aca690709e9b008b7108bc85fba619a2bc37c6d80743d18abad16ee09/uvloop-0.22.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56a2d1fae65fd82197cb8c53c367310b3eabe1bbb9fb5a04d28e3e3520e4f702", size = 3804529, upload-time = "2025-10-16T22:16:25.246Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/74/03c05ae4737e871923d21a76fe28b6aad57f5c03b6e6bfcfa5ad616013e4/uvloop-0.22.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:40631b049d5972c6755b06d0bfe8233b1bd9a8a6392d9d1c45c10b6f9e9b2733", size = 3621267, upload-time = "2025-10-16T22:16:26.819Z" },
+    { url = "https://files.pythonhosted.org/packages/75/be/f8e590fe61d18b4a92070905497aec4c0e64ae1761498cad09023f3f4b3e/uvloop-0.22.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:535cc37b3a04f6cd2c1ef65fa1d370c9a35b6695df735fcff5427323f2cd5473", size = 3723105, upload-time = "2025-10-16T22:16:28.252Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/ff/7f72e8170be527b4977b033239a83a68d5c881cc4775fca255c677f7ac5d/uvloop-0.22.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42", size = 1359936, upload-time = "2025-10-16T22:16:29.436Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/c6/e5d433f88fd54d81ef4be58b2b7b0cea13c442454a1db703a1eea0db1a59/uvloop-0.22.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:51eb9bd88391483410daad430813d982010f9c9c89512321f5b60e2cddbdddd6", size = 752769, upload-time = "2025-10-16T22:16:30.493Z" },
+    { url = "https://files.pythonhosted.org/packages/24/68/a6ac446820273e71aa762fa21cdcc09861edd3536ff47c5cd3b7afb10eeb/uvloop-0.22.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:700e674a166ca5778255e0e1dc4e9d79ab2acc57b9171b79e65feba7184b3370", size = 4317413, upload-time = "2025-10-16T22:16:31.644Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/6f/e62b4dfc7ad6518e7eff2516f680d02a0f6eb62c0c212e152ca708a0085e/uvloop-0.22.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7b5b1ac819a3f946d3b2ee07f09149578ae76066d70b44df3fa990add49a82e4", size = 4426307, upload-time = "2025-10-16T22:16:32.917Z" },
+    { url = "https://files.pythonhosted.org/packages/90/60/97362554ac21e20e81bcef1150cb2a7e4ffdaf8ea1e5b2e8bf7a053caa18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e047cc068570bac9866237739607d1313b9253c3051ad84738cbb095be0537b2", size = 4131970, upload-time = "2025-10-16T22:16:34.015Z" },
+    { url = "https://files.pythonhosted.org/packages/99/39/6b3f7d234ba3964c428a6e40006340f53ba37993f46ed6e111c6e9141d18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:512fec6815e2dd45161054592441ef76c830eddaad55c8aa30952e6fe1ed07c0", size = 4296343, upload-time = "2025-10-16T22:16:35.149Z" },
+]
+
 [[package]]
 name = "vine"
 version = "5.1.0"
@@ -5785,7 +5983,7 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
     { name = "httpx" },
-    { name = "pyjwt" },
+    { name = "pyjwt", extra = ["crypto"] },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/3c/2f/99fb8718274116c5c146c745755620fd5c5943f78ca52ca9b17e94348286/workos-6.0.4.tar.gz", hash = "sha256:b0bfe8fd212b8567422c4ea3732eb33608794033eb3a69900c6b04db183c32d6", size = 172217, upload-time = "2026-04-16T03:09:28.583Z" }
 wheels = [

contrib/aws/multi-account-securityhub/Dockerfile

@@ -1,7 +1,7 @@
 # Build command
 # docker build --platform=linux/amd64  --no-cache -t prowler:latest .
 
-ARG PROWLER_VERSION=latest
+ARG PROWLER_VERSION=latest@sha256:4b796c6df40a3350c7947747b59bdda230d0da6222287500e13b0a8e1574aad4
 
 FROM toniblyx/prowler:${PROWLER_VERSION}
 

contrib/inventory-graph/lib/inventory_output.py

@@ -16,7 +16,6 @@ from typing import Optional
 from prowler.lib.logger import logger
 from lib.models import ConnectivityGraph
 
-
 # ---------------------------------------------------------------------------
 # JSON output
 # ---------------------------------------------------------------------------

contrib/k8s/helm/prowler-api/values.yaml

@@ -28,7 +28,7 @@ containers:
     image:
       repository: prowlercloud/prowler-api
       pullPolicy: IfNotPresent
-    command: ["../docker-entrypoint.sh", "beat"]
+    command: ["/home/prowler/docker-entrypoint.sh", "beat"]
 
 secrets:
   POSTGRES_HOST:
@@ -438,6 +438,34 @@ mainConfig:
     # Minimum number of Availability Zones that an ELBv2 must be in
     elbv2_min_azs: 2
 
+    # AWS Post-Quantum TLS Configuration
+    # aws.acmpca_certificate_authority_pqc_key_algorithm
+    acmpca_pqc_key_algorithms:
+      - "ML_DSA_44"
+      - "ML_DSA_65"
+      - "ML_DSA_87"
+    # aws.cloudfront_distributions_pqc_tls_enabled
+    cloudfront_pqc_min_protocol_versions:
+      - "TLSv1.3_2025"
+    # aws.apigateway_domain_name_pqc_tls_enabled
+    apigateway_pqc_tls_allowed_policies:
+      - "SecurityPolicy_TLS13_1_2_FIPS_PFS_PQ_2025_09"
+      - "SecurityPolicy_TLS13_1_2_PFS_PQ_2025_09"
+      - "SecurityPolicy_TLS13_1_2_PQ_2025_09"
+
+    # AWS Post-Quantum SSH Key Exchange Configuration
+    # aws.transfer_server_pqc_ssh_kex_enabled
+    transfer_pqc_ssh_allowed_policies:
+      - "TransferSecurityPolicy-2025-03"
+      - "TransferSecurityPolicy-FIPS-2025-03"
+      - "TransferSecurityPolicy-AS2Restricted-2025-07"
+
+
+    # aws.rolesanywhere_trust_anchor_pqc_pki
+    rolesanywhere_pqc_pca_key_algorithms:
+      - "ML_DSA_44"
+      - "ML_DSA_65"
+      - "ML_DSA_87"
 
     # AWS Secrets Configuration
     # Patterns to ignore in the secrets checks

contrib/k8s/helm/prowler-app/templates/ui/configmap.yaml

@@ -11,8 +11,7 @@ data:
   {{- else }}
   AUTH_URL: {{ .Values.ui.authUrl | quote }}
   {{- end }}
-  API_BASE_URL: "http://{{ include "prowler.fullname" . }}-api:{{ .Values.api.service.port }}/api/v1"
-  NEXT_PUBLIC_API_BASE_URL: "http://{{ include "prowler.fullname" . }}-api:{{ .Values.api.service.port }}/api/v1"
-  NEXT_PUBLIC_API_DOCS_URL: "http://{{ include "prowler.fullname" . }}-api:{{ .Values.api.service.port }}/api/v1/docs"
+  UI_API_BASE_URL: "http://{{ include "prowler.fullname" . }}-api:{{ .Values.api.service.port }}/api/v1"
+  UI_API_DOCS_URL: "http://{{ include "prowler.fullname" . }}-api:{{ .Values.api.service.port }}/api/v1/docs"
   AUTH_TRUST_HOST: "true"
   UI_PORT: {{ .Values.ui.service.port | quote }}

contrib/k8s/helm/prowler-app/values.yaml

@@ -440,7 +440,7 @@ worker_beat:
     tag: ""
 
   command:
-    - ../docker-entrypoint.sh
+    - /home/prowler/docker-entrypoint.sh
   args:
     - beat
 

contrib/k8s/helm/prowler-ui/values.yaml

@@ -21,8 +21,8 @@ fullnameOverride: ""
 
 secrets:
   SITE_URL: http://localhost:3000
-  API_BASE_URL: http://prowler-api:8080/api/v1
-  NEXT_PUBLIC_API_DOCS_URL: http://prowler-api:8080/api/v1/docs
+  UI_API_BASE_URL: http://prowler-api:8080/api/v1
+  UI_API_DOCS_URL: http://prowler-api:8080/api/v1/docs
   AUTH_TRUST_HOST: True
   UI_PORT: 3000
   # openssl rand -base64 32

contrib/reverse-proxy/docker-compose.reverse-proxy.yml

@@ -16,7 +16,7 @@
 
 services:
   nginx:
-    image: nginx:alpine
+    image: nginx:alpine@sha256:8b1e78743a03dbb2c95171cc58639fef29abc8816598e27fb910ed2e621e589a
     container_name: prowler-nginx
     restart: unless-stopped
     ports:

dashboard/common_methods.py

@@ -1538,6 +1538,186 @@ def get_section_container_iso(data, section_1, section_2):
     return html.Div(section_containers, className="compliance-data-layout")
 
 
+def _status_bar(success, failed, classname):
+    """Build the stacked PASS/FAIL bar shown next to an accordion title."""
+    fig = go.Figure(
+        data=[
+            go.Bar(
+                name="Failed",
+                x=[failed],
+                y=[""],
+                orientation="h",
+                marker=dict(color="#e77676"),
+                width=[0.8],
+            ),
+            go.Bar(
+                name="Success",
+                x=[success],
+                y=[""],
+                orientation="h",
+                marker=dict(color="#45cc6e"),
+                width=[0.8],
+            ),
+        ]
+    )
+    fig.update_layout(
+        barmode="stack",
+        margin=dict(l=10, r=10, t=10, b=10),
+        paper_bgcolor="rgba(0,0,0,0)",
+        plot_bgcolor="rgba(0,0,0,0)",
+        showlegend=False,
+        width=350,
+        height=30,
+        xaxis=dict(showticklabels=False, showgrid=False, zeroline=False),
+        yaxis=dict(showticklabels=False, showgrid=False, zeroline=False),
+        annotations=[
+            dict(
+                x=success + failed,
+                y=0,
+                xref="x",
+                yref="y",
+                text=str(success),
+                showarrow=False,
+                font=dict(color="#45cc6e", size=14),
+                xanchor="left",
+                yanchor="middle",
+            ),
+            dict(
+                x=0,
+                y=0,
+                xref="x",
+                yref="y",
+                text=str(failed),
+                showarrow=False,
+                font=dict(color="#e77676", size=14),
+                xanchor="right",
+                yanchor="middle",
+            ),
+        ],
+    )
+    fig.add_annotation(
+        x=failed,
+        y=0.3,
+        text="|",
+        showarrow=False,
+        xanchor="center",
+        yanchor="middle",
+        font=dict(size=20),
+    )
+    return dcc.Graph(figure=fig, config={"staticPlot": True}, className=classname)
+
+
+def get_section_containers_generic(data, section_col, id_col):
+    """Two-level view: section -> requirement id (+ description) -> checks.
+
+    Sorts lexicographically so arbitrary requirement IDs never crash the
+    version-aware sort used by the CIS renderer.
+    """
+    data["STATUS"] = data["STATUS"].apply(map_status_to_icon)
+    data[section_col] = data[section_col].astype(str)
+    data[id_col] = data[id_col].astype(str)
+    data.sort_values(by=[section_col, id_col], inplace=True)
+
+    counts_section = data.groupby([section_col, "STATUS"]).size().unstack(fill_value=0)
+    counts_id = (
+        data.groupby([section_col, id_col, "STATUS"]).size().unstack(fill_value=0)
+    )
+
+    def count(counts, key, emoji):
+        return counts.loc[key, emoji] if emoji in counts.columns else 0
+
+    has_description = "REQUIREMENTS_DESCRIPTION" in data.columns
+    table_cols = ["CHECKID", "STATUS", "REGION", "ACCOUNTID", "RESOURCEID"]
+
+    section_containers = []
+    for section in data[section_col].unique():
+        graph_div = html.Div(
+            _status_bar(
+                count(counts_section, section, pass_emoji),
+                count(counts_section, section, fail_emoji),
+                "info-bar",
+            ),
+            className="graph-section",
+        )
+
+        internal_items = []
+        for req_id in data[data[section_col] == section][id_col].unique():
+            specific_data = data[
+                (data[section_col] == section) & (data[id_col] == req_id)
+            ]
+            data_table = dash_table.DataTable(
+                data=specific_data.to_dict("records"),
+                columns=[
+                    {"name": i, "id": i}
+                    for i in table_cols
+                    if i in specific_data.columns
+                ],
+                style_table={"overflowX": "auto"},
+                style_as_list_view=True,
+                style_cell={"textAlign": "left", "padding": "5px"},
+            )
+            graph_div_req = html.Div(
+                _status_bar(
+                    count(counts_id, (section, req_id), pass_emoji),
+                    count(counts_id, (section, req_id), fail_emoji),
+                    "info-bar-child",
+                ),
+                className="graph-section-req",
+            )
+
+            title = req_id
+            if has_description:
+                title = (
+                    f"{req_id} - {specific_data['REQUIREMENTS_DESCRIPTION'].iloc[0]}"
+                )
+            if len(title) > 130:
+                title = title[:130] + " ..."
+
+            internal_items.append(
+                html.Div(
+                    [
+                        graph_div_req,
+                        dbc.Accordion(
+                            [
+                                dbc.AccordionItem(
+                                    title=title,
+                                    children=[
+                                        html.Div(
+                                            [data_table],
+                                            className="inner-accordion-content",
+                                        )
+                                    ],
+                                )
+                            ],
+                            start_collapsed=True,
+                            flush=True,
+                        ),
+                    ],
+                    className="accordion-inner--child",
+                )
+            )
+
+        section_containers.append(
+            html.Div(
+                [
+                    graph_div,
+                    dbc.Accordion(
+                        [
+                            dbc.AccordionItem(
+                                title=f"{section}", children=internal_items
+                            )
+                        ],
+                        start_collapsed=True,
+                        flush=True,
+                    ),
+                ],
+                className="accordion-inner",
+            )
+        )
+
+    return html.Div(section_containers, className="compliance-data-layout")
+
+
 def get_section_containers_format4(data, section_1):
 
     data["STATUS"] = data["STATUS"].apply(map_status_to_icon)

dashboard/compliance/aws_ai_security_framework_aws.py

@@ -0,0 +1,27 @@
+import warnings
+
+from dashboard.common_methods import get_section_containers_3_levels
+
+warnings.filterwarnings("ignore")
+
+
+def get_table(data):
+    aux = data[
+        [
+            "REQUIREMENTS_ATTRIBUTES_SECTION",
+            "REQUIREMENTS_ATTRIBUTES_SUBSECTION",
+            "NAME",
+            "CHECKID",
+            "STATUS",
+            "REGION",
+            "ACCOUNTID",
+            "RESOURCEID",
+        ]
+    ]
+
+    return get_section_containers_3_levels(
+        aux,
+        "REQUIREMENTS_ATTRIBUTES_SECTION",
+        "REQUIREMENTS_ATTRIBUTES_SUBSECTION",
+        "NAME",
+    )

dashboard/compliance/generic.py

@@ -0,0 +1,44 @@
+import warnings
+
+from dashboard.common_methods import (
+    get_section_containers_format4,
+    get_section_containers_generic,
+)
+
+warnings.filterwarnings("ignore")
+
+
+def get_table(data):
+    # Discover REQUIREMENTS_ATTRIBUTES_* columns at runtime.
+    attr_cols = [c for c in data.columns if c.startswith("REQUIREMENTS_ATTRIBUTES_")]
+
+    # Section column (in priority order):
+    #   1. REQUIREMENTS_ATTRIBUTES_SECTION — most common convention
+    #   2. First discovered attribute column — covers novel schemas
+    #   3. None — no section, group flat by requirement id
+    if "REQUIREMENTS_ATTRIBUTES_SECTION" in attr_cols:
+        section_col = "REQUIREMENTS_ATTRIBUTES_SECTION"
+    elif attr_cols:
+        section_col = attr_cols[0]
+    else:
+        section_col = None
+
+    base_cols = [
+        "REQUIREMENTS_ID",
+        "REQUIREMENTS_DESCRIPTION",
+        "STATUS",
+        "CHECKID",
+        "REGION",
+        "ACCOUNTID",
+        "RESOURCEID",
+    ]
+
+    # Two levels (section -> requirement id) when a section distinct from the
+    # id exists; otherwise group flat by requirement id.
+    if section_col and section_col != "REQUIREMENTS_ID":
+        needed = [section_col] + base_cols
+        aux = data[[c for c in needed if c in data.columns]].copy()
+        return get_section_containers_generic(aux, section_col, "REQUIREMENTS_ID")
+
+    aux = data[[c for c in base_cols if c in data.columns]].copy()
+    return get_section_containers_format4(aux, "REQUIREMENTS_ID")

dashboard/lib/layouts.py

@@ -156,7 +156,7 @@ def create_layout_compliance(
                             html.Img(src="assets/favicon.ico", className="w-5 mr-3"),
                             html.Span("Subscribe to Prowler Cloud"),
                         ],
-                        href="https://prowler.pro/",
+                        href="https://cloud.prowler.com/",
                         target="_blank",
                         className="text-prowler-stone-900 inline-flex px-4 py-2 text-xs font-bold uppercase transition-all rounded-lg text-gray-900 hover:bg-prowler-stone-900/10 border-solid border-1 hover:border-prowler-stone-900/10 hover:border-solid hover:border-1 border-prowler-stone-900/10",
                     ),

dashboard/pages/compliance.py

@@ -215,6 +215,58 @@ else:
     )
 
 
+def _ensure_scope_columns(data):
+    """Guarantee ACCOUNTID and REGION exist.
+
+    Scope columns always sit between DESCRIPTION and ASSESSMENTDATE, so derive
+    them positionally for any provider (e.g. Okta's ORGANIZATIONDOMAIN) and
+    fall back to "-" to avoid a KeyError.
+    """
+    cols = list(data.columns)
+    scope = []
+    if "DESCRIPTION" in cols and "ASSESSMENTDATE" in cols:
+        start, end = cols.index("DESCRIPTION") + 1, cols.index("ASSESSMENTDATE")
+        scope = [c for c in cols[start:end] if c not in ("ACCOUNTID", "REGION")]
+
+    if "ACCOUNTID" not in data.columns:
+        if scope:
+            data.rename(columns={scope.pop(0): "ACCOUNTID"}, inplace=True)
+        else:
+            data["ACCOUNTID"] = "-"
+    if "REGION" not in data.columns:
+        if scope:
+            data.rename(columns={scope.pop(0): "REGION"}, inplace=True)
+        else:
+            data["REGION"] = "-"
+    return data
+
+
+def _dispatch_compliance_renderer(data, analytics_input):
+    """Resolve the compliance renderer module and return (table, deduped_data).
+
+    Tries to import the framework-specific builtin module.  On
+    ModuleNotFoundError (dynamic/external provider with no dedicated module),
+    falls back to the generic renderer.  Any other ImportError is re-raised.
+    get_table() is called OUTSIDE the try block so errors inside the renderer
+    surface as real exceptions rather than being swallowed.
+    """
+    current = analytics_input.replace(".", "_")
+    target = f"dashboard.compliance.{current}"
+    try:
+        module = importlib.import_module(target)
+    except ModuleNotFoundError as exc:
+        if exc.name != target:
+            raise
+        from dashboard.compliance import generic as module
+    dedup_columns = ["CHECKID", "STATUS", "RESOURCEID", "STATUSEXTENDED"]
+    if "MUTED" in data.columns:
+        dedup_columns.insert(2, "MUTED")
+    data = data.drop_duplicates(subset=dedup_columns)
+    if "threatscore" in analytics_input:
+        data = get_threatscore_mean_by_pillar(data)
+    return module.get_table(data), data
+
+
 @callback(
     [
         Output("output", "children"),
@@ -292,7 +344,7 @@ def display_data(
         data.rename(columns={"TENANCYID": "ACCOUNTID"}, inplace=True)
 
     # Filter the chosen level of the CIS
-    if is_level_1:
+    if is_level_1 and "REQUIREMENTS_ATTRIBUTES_PROFILE" in data.columns:
         data = data[data["REQUIREMENTS_ATTRIBUTES_PROFILE"].str.contains("Level 1")]
 
     # Rename the column PROJECTID to ACCOUNTID for GCP
@@ -314,6 +366,9 @@ def display_data(
         data.rename(columns={"SUBSCRIPTION": "ACCOUNTID"}, inplace=True)
         data["REGION"] = "-"
 
+    # Normalize scope columns for any remaining (e.g. dynamic) provider.
+    data = _ensure_scope_columns(data)
+
     # Filter ACCOUNT
     if account_filter == ["All"]:
         updated_cloud_account_values = data["ACCOUNTID"].unique()
@@ -409,36 +464,7 @@ def display_data(
         # Check cases where the compliance start with AWS_
         if "aws_" in analytics_input:
             analytics_input = analytics_input + "_aws"
-        try:
-            current = analytics_input.replace(".", "_")
-            compliance_module = importlib.import_module(
-                f"dashboard.compliance.{current}"
-            )
-            # Build subset list based on available columns
-            dedup_columns = ["CHECKID", "STATUS", "RESOURCEID", "STATUSEXTENDED"]
-            if "MUTED" in data.columns:
-                dedup_columns.insert(2, "MUTED")
-            data = data.drop_duplicates(subset=dedup_columns)
-
-            if "threatscore" in analytics_input:
-                data = get_threatscore_mean_by_pillar(data)
-
-            table = compliance_module.get_table(data)
-        except ModuleNotFoundError:
-            table = html.Div(
-                [
-                    html.H5(
-                        "No data found for this compliance",
-                        className="card-title",
-                        style={"text-align": "left", "color": "black"},
-                    )
-                ],
-                style={
-                    "width": "99%",
-                    "margin-right": "0.8%",
-                    "margin-bottom": "10px",
-                },
-            )
+        table, data = _dispatch_compliance_renderer(data, analytics_input)
 
         df = data.copy()
         # Remove Muted rows

dashboard/pages/overview.py

@@ -1538,7 +1538,7 @@ def filter_data(
                     html.Img(src="assets/favicon.ico", className="w-5 mr-3"),
                     html.Span("Subscribe to Prowler Cloud"),
                 ],
-                href="https://prowler.pro/",
+                href="https://cloud.prowler.com/",
                 target="_blank",
                 className="text-prowler-stone-900 inline-flex px-4 py-2 text-xs font-bold uppercase transition-all rounded-lg text-gray-900 hover:bg-prowler-stone-900/10 border-solid border-1 hover:border-prowler-stone-900/10 hover:border-solid hover:border-1 border-prowler-stone-900/10",
             ),

docker-compose-dev.yml

@@ -1,6 +1,6 @@
 services:
   api-dev-init:
-    image: busybox:1.37.0
+    image: busybox:1.37.0@sha256:9532d8c39891ca2ecde4d30d7710e01fb739c87a8b9299685c63704296b16028
     volumes:
       - ./_data/api:/data
     command: ["sh", "-c", "chown -R 1000:1000 /data"]
@@ -64,7 +64,7 @@ services:
         condition: service_healthy
 
   postgres:
-    image: postgres:16.3-alpine3.20
+    image: postgres:16.3-alpine3.20@sha256:36ed71227ae36305d26382657c0b96cbaf298427b3f1eaeb10d77a6dea3eec41
     hostname: "postgres-db"
     volumes:
       - ./_data/postgres:/var/lib/postgresql/data
@@ -88,7 +88,7 @@ services:
       retries: 5
 
   valkey:
-    image: valkey/valkey:7-alpine3.19
+    image: valkey/valkey:7-alpine3.19@sha256:4054fe7fc607b9326ac7c4691ed26e9670d2ff17a9fb28c2577adecf928acbcc
     hostname: "valkey"
     volumes:
       - ./_data/valkey:/data
@@ -104,7 +104,7 @@ services:
       retries: 3
 
   neo4j:
-    image: graphstack/dozerdb:5.26.3.0
+    image: graphstack/dozerdb:5.26.3.0@sha256:a77526ea3918fdc46d1fff70c4aea7d71d3874a26ecec059179d6775845b1247
     hostname: "neo4j"
     volumes:
       - ./_data/neo4j:/data
@@ -139,6 +139,8 @@ services:
 
   worker-dev:
     image: prowler-api-dev
+    # Give Celery soft shutdown time to drain/re-queue in-flight tasks on stop.
+    stop_grace_period: 120s
     build:
       context: ./api
       dockerfile: Dockerfile
@@ -183,7 +185,7 @@ services:
         soft: 65536
         hard: 65536
     entrypoint:
-      - "../docker-entrypoint.sh"
+      - "/home/prowler/docker-entrypoint.sh"
       - "beat"
 
   mcp-server:

docker-compose.yml

@@ -6,7 +6,7 @@
 #
 services:
   api-init:
-    image: busybox:1.37.0
+    image: busybox:1.37.0@sha256:9532d8c39891ca2ecde4d30d7710e01fb739c87a8b9299685c63704296b16028
     volumes:
       - ./_data/api:/data
     command: ["sh", "-c", "chown -R 1000:1000 /data"]
@@ -60,7 +60,7 @@ services:
       start_period: 60s
 
   postgres:
-    image: postgres:16.3-alpine3.20
+    image: postgres:16.3-alpine3.20@sha256:36ed71227ae36305d26382657c0b96cbaf298427b3f1eaeb10d77a6dea3eec41
     hostname: "postgres-db"
     volumes:
       - ./_data/postgres:/var/lib/postgresql/data
@@ -80,7 +80,7 @@ services:
       retries: 5
 
   valkey:
-    image: valkey/valkey:7-alpine3.19
+    image: valkey/valkey:7-alpine3.19@sha256:4054fe7fc607b9326ac7c4691ed26e9670d2ff17a9fb28c2577adecf928acbcc
     hostname: "valkey"
     volumes:
       - ./_data/valkey:/data
@@ -96,7 +96,7 @@ services:
       retries: 3
 
   neo4j:
-    image: graphstack/dozerdb:5.26.3.0
+    image: graphstack/dozerdb:5.26.3.0@sha256:a77526ea3918fdc46d1fff70c4aea7d71d3874a26ecec059179d6775845b1247
     hostname: "neo4j"
     volumes:
       - ./_data/neo4j:/data
@@ -129,6 +129,8 @@ services:
 
   worker:
     image: prowlercloud/prowler-api:${PROWLER_API_VERSION:-stable}
+    # Give Celery soft shutdown time to drain/re-queue in-flight tasks on stop.
+    stop_grace_period: 120s
     env_file:
       - path: .env
         required: false
@@ -158,7 +160,7 @@ services:
         soft: 65536
         hard: 65536
     entrypoint:
-      - "../docker-entrypoint.sh"
+      - "/home/prowler/docker-entrypoint.sh"
       - "beat"
 
   mcp-server:

docs/developer-guide/ai-skills.mdx

@@ -8,7 +8,77 @@ This guide explains the AI Skills system that provides on-demand context and pat
 **What are AI Skills?** Skills are structured instructions that help AI agents (Claude Code, Cursor, Copilot, etc.) understand Prowler's conventions, patterns, and best practices.
 </Info>
 
-## Architecture Overview
+Skills live in the [`skills/`](https://github.com/prowler-cloud/prowler/tree/master/skills) directory of the Prowler OSS repository. Each skill is a folder containing a `SKILL.md` file with its patterns and metadata.
+
+## Installation
+
+To enable skills for the supported AI coding assistants, run the setup script from the repository root:
+
+```bash
+./skills/setup.sh
+```
+
+The script creates symlinks so each tool finds the skills in its expected location:
+
+| Tool | Created by setup |
+|------|------------------|
+| Claude Code | `.claude/skills/` symlink and `CLAUDE.md` |
+| Gemini CLI | `.gemini/skills/` symlink and `GEMINI.md` |
+| Codex (OpenAI) | `.codex/skills/` symlink (uses `AGENTS.md` natively) |
+| GitHub Copilot | `.github/copilot-instructions.md` symlink to `AGENTS.md` |
+
+After running the setup, restart the AI coding assistant to load the skills.
+
+## Using Skills
+
+AI agents discover skills automatically and load them when a request matches a skill trigger. To load a skill manually during a session, point the agent to the skill's `SKILL.md` file:
+
+```text
+Read skills/{skill-name}/SKILL.md
+```
+
+For the full list of available skills, their triggers, and the Auto-invoke mappings, see the [`skills/README.md`](https://github.com/prowler-cloud/prowler/blob/master/skills/README.md) and [`AGENTS.md`](https://github.com/prowler-cloud/prowler/blob/master/AGENTS.md) in the repository.
+
+## Available Skills
+
+| Type | Skills |
+|------|--------|
+| **Generic** | typescript, react-19, nextjs-16, tailwind-4, pytest, playwright, django-drf, zod-4, zustand-5, ai-sdk-5, vitest, tdd |
+| **Prowler** | prowler, prowler-sdk-check, prowler-api, prowler-ui, prowler-mcp, prowler-provider, prowler-compliance, prowler-compliance-review, prowler-docs, prowler-pr, prowler-ci, prowler-attack-paths-query |
+| **Testing** | prowler-test-sdk, prowler-test-api, prowler-test-ui |
+| **Meta** | skill-creator, skill-sync |
+
+<Note>
+This table is a snapshot. The repository is the source of truth: see [`skills/README.md`](https://github.com/prowler-cloud/prowler/blob/master/skills/README.md) for the current, complete list.
+</Note>
+
+## Skill Structure
+
+Each skill follows the [Agent Skills spec](https://agentskills.io):
+
+```text
+skills/{skill-name}/
+├── SKILL.md          # Patterns, rules, decision trees
+├── assets/           # Code templates, schemas
+└── references/       # Links to local docs (single source of truth)
+```
+
+## Key Design Decisions
+
+1. **Self-contained skills** - Critical patterns inline for fast loading
+2. **Local doc references** - No web URLs, points to `docs/developer-guide/*.mdx`
+3. **Single source of truth** - Skills reference docs, no duplication
+4. **On-demand loading** - AI loads only what's needed for the task
+
+## Creating New Skills
+
+Use the `skill-creator` meta-skill to create new skills that follow the Agent Skills spec. See [`AGENTS.md`](https://github.com/prowler-cloud/prowler/blob/master/AGENTS.md) for the full list of available skills and their triggers.
+
+## How Skills Work
+
+The diagrams below explain the internals of the skill system. They are useful for understanding the design, but are not required to install or use skills.
+
+### Architecture Overview
 
 ```mermaid
 graph LR
@@ -28,7 +98,7 @@ graph LR
     style F fill:#1a4d2e,stroke:#66bb6a,color:#fff
 ```
 
-## How It Works
+### Request Lifecycle
 
 ```mermaid
 sequenceDiagram
@@ -68,7 +138,7 @@ sequenceDiagram
     A->>U: Creates check with correct patterns
 ```
 
-## Before vs After
+### With and Without Skills
 
 ```mermaid
 graph TD
@@ -96,7 +166,7 @@ graph TD
     style AFTER fill:#1a4d1a,stroke:#66bb6a,color:#fff
 ```
 
-## Complete Architecture
+### Full Component Map
 
 ```mermaid
 flowchart TB
@@ -110,7 +180,7 @@ flowchart TB
         subgraph GENERIC["Generic Skills"]
             G1["typescript"]
             G2["react-19"]
-            G3["nextjs-15"]
+            G3["nextjs-16"]
             G4["tailwind-4"]
             G5["pytest"]
             G6["playwright"]
@@ -186,34 +256,3 @@ flowchart TB
     style STRUCTURE fill:#5c3d1a,stroke:#ffb74d,color:#fff
     style DOCS fill:#1a3d4d,stroke:#4dd0e1,color:#fff
 ```
-
-## Skills Included
-
-| Type | Skills |
-|------|--------|
-| **Generic** | typescript, react-19, nextjs-15, tailwind-4, pytest, playwright, django-drf, zod-4, zustand-5, ai-sdk-5 |
-| **Prowler** | prowler, prowler-sdk-check, prowler-api, prowler-ui, prowler-mcp, prowler-provider, prowler-compliance, prowler-compliance-review, prowler-docs, prowler-pr, prowler-ci |
-| **Testing** | prowler-test-sdk, prowler-test-api, prowler-test-ui |
-| **Meta** | skill-creator, skill-sync |
-
-## Skill Structure
-
-Each skill follows the [Agent Skills spec](https://agentskills.io):
-
-```
-skills/{skill-name}/
-├── SKILL.md          # Patterns, rules, decision trees
-├── assets/           # Code templates, schemas
-└── references/       # Links to local docs (single source of truth)
-```
-
-## Key Design Decisions
-
-1. **Self-contained skills** - Critical patterns inline for fast loading
-2. **Local doc references** - No web URLs, points to `docs/developer-guide/*.mdx`
-3. **Single source of truth** - Skills reference docs, no duplication
-4. **On-demand loading** - AI loads only what's needed for the task
-
-## Creating New Skills
-
-Use the `skill-creator` meta-skill to create new skills that follow the Agent Skills spec. See `AGENTS.md` for the full list of available skills and their triggers.

docs/developer-guide/configurable-checks.mdx

@@ -40,9 +40,181 @@ When adding a new configurable check to Prowler, update the following files:
   # aws.awslambda_function_vpc_multi_az
   lambda_min_azs: 2
   ```
+- **Provider Schema:** Add the typed field to the provider's Pydantic schema in `prowler/config/schema/<provider>.py`. This is required: the loader validates user configs against these schemas and the shipped `config.yaml` must round-trip with zero warnings. See [Adding a Parameter to the Provider Schema](#adding-a-parameter-to-the-provider-schema) below.
 - **Test Fixtures:** If tests depend on this configuration, add the variable to `tests/config/fixtures/config.yaml`.
 - **Documentation:** Document the new variable in the list of configurable checks in `docs/tutorials/configuration_file.md`.
 
 For a complete list of checks that already support configuration, see the [Configuration File Tutorial](/user-guide/cli/tutorials/configuration_file).
 
+## Adding a Parameter to the Provider Schema
+
+Most providers have a typed Pydantic schema in `prowler/config/schema/`, registered in `prowler/config/schema/registry.py`. When a config is loaded and the provider has a registered schema, `validate_provider_config` checks each user-supplied key against it, logs a warning, and drops any field that fails validation. The consumer's `.get(key, default)` then falls back to the built-in default. Providers without a registered schema are passed through unchanged.
+
+This catches typos in a value (for example, `0.2` typed as `20`, or `"medium"` for an enum that expects `"MEDIUM"`). It does NOT catch typos in a key name: `disalowed_regions` (one `l` missing) is treated as an unknown key and passes through untouched, because third-party check plugins legitimately rely on unknown keys being preserved. Reviewers should still check that any new key the YAML adds is named exactly the same as the field on the schema.
+
+### Where to Add the Field
+
+1. Open `prowler/config/schema/<provider>.py` (for example, `aws.py`).
+2. Add a field on the provider's schema class. Always make it `Optional[...] = None` so the absence of the key is valid.
+3. Apply the tightest type the value allows. Examples below.
+
+If you are introducing an entirely new provider rather than a new parameter, also add an entry mapping the provider name to its schema class in `prowler/config/schema/registry.py`. The loader uses that registry to find the schema for the provider it is loading.
+
+### Choosing the Right Type
+
+| Value kind | Field declaration |
+|---|---|
+| Boolean toggle | `Optional[bool] = None` |
+| Strictly positive integer (days, counts) | `Optional[int] = Field(default=None, gt=0)` |
+| Fraction in 0..1 (threshold) | `Optional[float] = Field(default=None, ge=0.0, le=1.0)` |
+| Closed set of strings | `Optional[Literal["A", "B", "C"]] = None` |
+| Free-form string | `Optional[str] = None` |
+| List of strings or ints | `Optional[list[str]] = None` |
+
+Prefer `Literal[...]` over `str` whenever the value is one of a known set. Prefer `Field(gt=0)` over `int` whenever zero or negative would be nonsensical. The point of the schema is to catch real-world mistakes that previously passed silently.
+
+### Custom Validators (Only When Needed)
+
+If the value has structural rules beyond type and range, add a `field_validator`. Examples already in `aws.py`:
+
+- `_validate_port_range` rejects ports outside `0..65535`.
+- `_validate_account_ids` rejects anything that isn't a 12-digit AWS account ID.
+- `_validate_trusted_ips` rejects entries that aren't a valid IP or CIDR.
+
+Raise `ValueError` from the validator. The framework converts the error into a warning and drops the offending key.
+
+### Example: Adding a New Parameter
+
+Say a new check needs `max_iam_role_session_hours`, a strictly positive integer that defaults to 12 in code.
+
+1. **Schema** (`prowler/config/schema/aws.py`):
+    ```python
+    # IAM
+    max_iam_role_session_hours: Optional[int] = Field(default=None, gt=0)
+    ```
+2. **Shipped config** (`prowler/config/config.yaml`):
+    ```yaml
+    # aws.iam_role_session_duration_within_limit
+    max_iam_role_session_hours: 12
+    ```
+3. **Consumer** (the check):
+    ```python
+    max_hours = iam_client.audit_config.get("max_iam_role_session_hours", 12)
+    ```
+4. **Tests** in `tests/config/schema/aws_schema_test.py`:
+    - one test for a valid value that round-trips,
+    - one test for an invalid value (zero, negative, wrong type) that is dropped.
+
+### What the Loader Guarantees
+
+- **Unknown keys pass through.** Third-party check plugins can introduce arbitrary keys without schema edits; they will not be filtered.
+- **Invalid values never crash the run.** They produce a single warning per field and the key is dropped.
+- **Coerced values are normalized.** A YAML-quoted `"180"` for an `int` field arrives downstream as the integer `180`.
+- **The shipped `config.yaml` must round-trip cleanly.** The integration test `test_shipped_default_config_loads_without_warnings` will fail if a key is added to the YAML without a matching schema field, so the two stay in sync.
+
+## Configuration Value Limits
+
+Configurable thresholds enforce hard limits. A value outside the documented range is **dropped with a warning** and the check falls back to its built-in default (the same as if the key were absent). These bounds are intentionally conservative: they are not the absolute service maxima but the range that still produces a meaningful security check.
+
+Use this section as the reference when upgrading an existing config: if a value you set is being rejected, it is outside the range below.
+
+Only fields with a numeric range, a fixed value set, or a length cap are listed. Fields typed as free-form strings or lists (for example `disallowed_regions`, `secrets_ignore_patterns`, `trusted_account_ids`) have no range limit — they are validated for shape only (a 12-digit account ID, a valid IP/CIDR, a dotted version string), not for magnitude.
+
+### AWS
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `max_unused_access_keys_days` | `30..180` days | CIS AWS 1.13 recommends 45; NIST IA-5 ≤90 |
+| `max_console_access_days` | `30..180` days | CIS AWS 1.12 recommends 45 |
+| `max_unused_sagemaker_access_days` | `7..180` days | |
+| `max_security_group_rules` | `1..1000` | AWS hard limit is 1000 rules per security group |
+| `max_ec2_instance_age_in_days` | `1..1095` days | 3 years |
+| `ec2_high_risk_ports` | each port `1..65535` | port 0 is reserved |
+| `max_idle_disconnect_timeout_in_seconds` | `60..1800` s | NIST AC-12: cap at 30 min |
+| `max_disconnect_timeout_in_seconds` | `60..3600` s | |
+| `max_session_duration_seconds` | `600..86400` s | 10 min .. 24 h (AppStream per-session hard limit) |
+| `lambda_min_azs` | `1..6` | |
+| `recommended_cdk_bootstrap_version` | `1..100` | |
+| `log_group_retention_days` | one of `1, 3, 5, 7, 14, 30, 60, 90, 120, 150, 180, 365, 400, 545, 731, 1096, 1827, 2192, 2557, 2922, 3288, 3653` | only the CloudWatch Logs API-accepted retention values |
+| `threat_detection_privilege_escalation_threshold` | `0.0..1.0` | fraction of suspicious actions |
+| `threat_detection_privilege_escalation_minutes` | `5..43200` min | under 5 min the signal is mostly false positives |
+| `threat_detection_enumeration_threshold` | `0.0..1.0` | |
+| `threat_detection_enumeration_minutes` | `5..43200` min | |
+| `threat_detection_llm_jacking_threshold` | `0.0..1.0` | |
+| `threat_detection_llm_jacking_minutes` | `5..43200` min | |
+| `days_to_expire_threshold` (ACM) | `7..365` days | PCI-DSS 4.2.1.1: alert ≥30 days before expiry |
+| `elb_min_azs` | `1..6` | |
+| `elbv2_min_azs` | `1..6` | |
+| `minimum_snapshot_retention_period` | `1..35` days | ElastiCache service hard limit |
+| `max_days_secret_unused` | `7..365` days | |
+| `max_days_secret_unrotated` | `1..180` days | NIST IA-5: rotate quarterly; CIS ≤90 |
+| `min_kinesis_stream_retention_hours` | `24..8760` h | 1 day .. 1 year |
+| `detect_secrets_plugins[].limit` | `0.0..10.0` | Shannon entropy threshold |
+| `shodan_api_key` | ≤512 chars | |
+
+### Azure
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `vm_backup_min_daily_retention_days` | `7..9999` days | Azure Backup hard limit; under 7 days defeats DR/ransomware recovery |
+| `apim_threat_detection_llm_jacking_threshold` | `0.0..1.0` | fraction of suspicious actions |
+| `apim_threat_detection_llm_jacking_minutes` | `5..43200` min | under 5 min the signal is mostly false positives |
+| `shodan_api_key` | ≤512 chars | |
+
+### GCP
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `mig_min_zones` | `1..5` | |
+| `max_snapshot_age_days` | `1..1095` days | 3 years |
+| `max_unused_account_days` | `30..365` days | |
+| `storage_min_retention_days` | `1..3650` days | |
+| `shodan_api_key` | ≤512 chars | |
+
+### Kubernetes
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `audit_log_maxbackup` | `2..1000` | CIS Kubernetes 1.2.18 recommends ≥10 |
+| `audit_log_maxsize` | `10..10000` MB | CIS Kubernetes 1.2.19 recommends ≥100 MB |
+| `audit_log_maxage` | `7..3650` days | CIS Kubernetes 1.2.17 recommends ≥30 days |
+
+### M365
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `sign_in_frequency` | `1..168` h | 1 h .. 7 days; Conditional Access baseline for admins ≤24 h |
+| `recommended_mailtips_large_audience_threshold` | `5..10000` | Microsoft default 25 |
+| `audit_log_age` | `30..3650` days | M365 E3 default 90 days; SEC/FINRA require ≥7 years |
+
+### GitHub
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `inactive_not_archived_days_threshold` | `30..3650` days | CIS GitHub recommends 180 |
+
+### Cloudflare
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `max_retries` | `0..10` | 0 disables retries |
+
+### MongoDB Atlas
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `max_service_account_secret_validity_hours` | `1..720` h | 1 h .. 30 days |
+
+### Vercel
+
+| Key | Allowed range | Notes |
+|---|---|---|
+| `days_to_expire_threshold` | `7..365` days | PCI-DSS 4.2.1.1: alert ≥30 days before expiry |
+| `stale_token_threshold_days` | `30..3650` days | NIST AC-2(3) typical window 30..90 days |
+| `stale_invitation_threshold_days` | `7..365` days | |
+| `max_owner_percentage` | `1..50` % | guidance recommends ≤25% |
+| `max_owners` | `1..1000` | absolute cap, overrides percentage for large teams |
+
+These bounds live in the provider schemas under `prowler/config/schema/`; each field's `Field(ge=..., le=...)` (or `field_validator`) is the source of truth and the descriptions there carry the full rationale.
+
 This approach ensures that checks are easily configurable, making Prowler highly adaptable to different environments and requirements.