chore: merge master

.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=v5.30.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.31.0
 
 # 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
@@ -540,7 +541,7 @@ jobs:
         with:
           flags: prowler-py${{ matrix.python-version }}-vercel
           files: ./vercel_coverage.xml
-      
+
       # Scaleway Provider
       - name: Check if Scaleway files changed
         if: steps.check-changes.outputs.any_changed == 'true'
@@ -588,7 +589,31 @@ jobs:
         with:
           flags: prowler-py${{ 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'
@@ -608,14 +633,14 @@ jobs:
 
       - 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]

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

@@ -2,25 +2,83 @@
 
 All notable changes to the **Prowler API** are documented in this file.
 
-## [1.31.0] (Prowler UNRELEASED)
+## [1.32.0] (Prowler UNRELEASED)
+
+### 🚀 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)
+
+### 🐞 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)
+- 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
 
 - 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) flagged by osv-scanner in `api/uv.lock` [(#11499)](https://github.com/prowler-cloud/prowler/pull/11499)
+- `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)
 
 ---
 

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..."
-  exec 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..."
-  exec uv run gunicorn -c config/guniconf.py config.wsgi:application
+  exec uv run gunicorn -c config/guniconf.py config.asgi:application
 }
 
 resolve_worker_hostname() {

api/docs/orphan-task-recovery.md

@@ -65,6 +65,7 @@ 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. |

api/pyproject.toml

@@ -41,7 +41,9 @@ 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",
   "psycopg2-binary==2.9.9",
@@ -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 = "1.31.0"
+version = "1.32.0"
 
 [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",
@@ -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",
@@ -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",

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/attack_paths/database.py

@@ -175,7 +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)
@@ -183,13 +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

@@ -93,3 +93,30 @@ 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

@@ -1,3 +1,5 @@
+import logging
+import threading
 from collections.abc import Iterable, Mapping
 
 from api.models import Provider
@@ -6,8 +8,19 @@ from prowler.lib.check.compliance_models import (
 )
 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."""
@@ -99,14 +112,14 @@ def get_compliance_frameworks(provider_type: Provider.ProviderChoices) -> list[s
     """List compliance framework identifiers available for `provider_type`.
 
     Includes both per-provider frameworks and universal top-level frameworks
-    (e.g. ``dora``, ``csa_ccm_4.0``).
+    (e.g. ``dora_2022_2554``, ``csa_ccm_4.0``).
 
     Args:
         provider_type (Provider.ProviderChoices): The cloud provider type
             (e.g., "aws", "azure", "gcp", "m365").
 
     Returns:
-        list[str]: Framework identifiers (e.g., "cis_1.4_aws", "dora").
+        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:
@@ -174,6 +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
 ):

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/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/specs/v1.yaml

@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
   title: Prowler API
-  version: 1.31.0
+  version: 1.32.0
   description: |-
     Prowler API specification.
 

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_attack_paths_database.py

@@ -542,3 +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 +1,13 @@
 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.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
 
@@ -382,3 +382,62 @@ 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

@@ -10,6 +10,7 @@ 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 (
@@ -267,11 +268,17 @@ 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:
@@ -321,3 +328,89 @@ class TestGetComplianceFrameworks:
             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_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/api/v1/views.py

@@ -30,6 +30,7 @@ from dj_rest_auth.registration.views import SocialLoginView
 from django.conf import settings as django_settings
 from django.contrib.postgres.aggregates import ArrayAgg, BoolAnd, StringAgg
 from django.contrib.postgres.search import SearchQuery
+from django.core.exceptions import ValidationError as DjangoValidationError
 from django.db import transaction
 from django.db.models import (
     BooleanField,
@@ -114,6 +115,8 @@ from api.attack_paths import get_queries_for_provider, get_query_by_id
 from api.attack_paths import views_helpers as attack_paths_views_helpers
 from api.base_views import BaseRLSViewSet, BaseTenantViewset, BaseUserViewset
 from api.compliance import (
+    COMPLIANCE_WARMED,
+    COMPLIANCE_WARMING_STARTED,
     PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE,
     get_compliance_frameworks,
     get_prowler_provider_compliance,
@@ -122,6 +125,7 @@ from api.constants import SEVERITY_ORDER
 from api.db_router import MainRouter
 from api.db_utils import rls_transaction
 from api.exceptions import (
+    ComplianceWarmingError,
     TaskFailedException,
     UpstreamAccessDeniedError,
     UpstreamAuthenticationError,
@@ -224,7 +228,13 @@ from api.utils import (
     validate_invitation,
 )
 from api.uuid_utils import datetime_to_uuid7, uuid7_start
-from api.v1.mixins import DisablePaginationMixin, PaginateByPkMixin, TaskManagementMixin
+from api.v1.mixins import (
+    DisablePaginationMixin,
+    JsonApiFilterMixin,
+    PaginateByPkMixin,
+    ProviderFilterParamsMixin,
+    TaskManagementMixin,
+)
 from api.v1.serializers import (
     AttackPathsCartographySchemaSerializer,
     AttackPathsCustomQueryRunRequestSerializer,
@@ -757,7 +767,10 @@ class TenantFinishACSView(FinishACSView):
         try:
             check = SAMLDomainIndex.objects.get(email_domain=organization_slug)
             with rls_transaction(str(check.tenant_id)):
-                SAMLConfiguration.objects.get(tenant_id=str(check.tenant_id))
+                saml_config = SAMLConfiguration.objects.select_related("tenant").get(
+                    tenant_id=str(check.tenant_id)
+                )
+                tenant = saml_config.tenant
             social_app = SocialApp.objects.get(
                 provider="saml", client_id=organization_slug
             )
@@ -777,6 +790,15 @@ class TenantFinishACSView(FinishACSView):
             callback_url = env.str("AUTH_URL")
             return redirect(f"{callback_url}?sso_saml_failed=true")
 
+        requested_domain = organization_slug.lower()
+        configured_domain = saml_config.email_domain.lower()
+        email_domain = user.email.rsplit("@", 1)[-1].lower()
+        if configured_domain != requested_domain or email_domain != configured_domain:
+            logger.error("SAML email domain does not match requested organization")
+            self._rollback_saml_user(request)
+            callback_url = env.str("AUTH_URL")
+            return redirect(f"{callback_url}?sso_saml_failed=true")
+
         extra = social_account.extra_data
         user.first_name = (
             extra.get("firstName", [""])[0] if extra.get("firstName") else ""
@@ -790,67 +812,70 @@ class TenantFinishACSView(FinishACSView):
             user.name = "N/A"
         user.save()
 
-        email_domain = user.email.split("@")[-1]
-        tenant = (
-            SAMLConfiguration.objects.using(MainRouter.admin_db)
-            .get(email_domain=email_domain)
-            .tenant
-        )
-
+        # Only remap roles when the IdP provides a userType attribute.
+        # Without it, the user's current roles are left untouched.
         role_name = (
-            extra.get("userType", ["no_permissions"])[0].strip()
-            if extra.get("userType")
-            else "no_permissions"
+            extra.get("userType", [""])[0].strip() if extra.get("userType") else ""
         )
-        role = (
-            Role.objects.using(MainRouter.admin_db)
-            .filter(name=role_name, tenant=tenant)
-            .first()
-        )
-
-        # Only skip mapping if it would remove the last MANAGE_ACCOUNT user
-        remaining_manage_account_users = (
-            UserRoleRelationship.objects.using(MainRouter.admin_db)
-            .filter(role__manage_account=True, tenant_id=tenant.id)
-            .exclude(user_id=user_id)
-            .values("user")
-            .distinct()
-            .count()
-        )
-        user_has_manage_account = (
-            UserRoleRelationship.objects.using(MainRouter.admin_db)
-            .filter(role__manage_account=True, tenant_id=tenant.id, user_id=user_id)
-            .exists()
-        )
-        role_manage_account = role.manage_account if role else False
-        would_remove_last_manage_account = (
-            user_has_manage_account
-            and remaining_manage_account_users == 0
-            and not role_manage_account
-        )
-
-        if not would_remove_last_manage_account:
-            if role is None:
-                role = Role.objects.using(MainRouter.admin_db).create(
-                    name=role_name,
-                    tenant=tenant,
-                    manage_users=False,
-                    manage_account=False,
-                    manage_billing=False,
-                    manage_providers=False,
-                    manage_integrations=False,
-                    manage_scans=False,
-                    unlimited_visibility=False,
+        if role_name:
+            with transaction.atomic(using=MainRouter.admin_db):
+                role = (
+                    Role.objects.using(MainRouter.admin_db)
+                    .filter(name=role_name, tenant=tenant)
+                    .first()
                 )
-            UserRoleRelationship.objects.using(MainRouter.admin_db).filter(
-                user=user,
-                tenant_id=tenant.id,
-            ).delete()
-            UserRoleRelationship.objects.using(MainRouter.admin_db).create(
-                user=user,
-                role=role,
-                tenant_id=tenant.id,
-            )
+
+                # Only skip mapping if it would remove the last MANAGE_ACCOUNT user
+                remaining_manage_account_users = (
+                    UserRoleRelationship.objects.using(MainRouter.admin_db)
+                    .filter(role__manage_account=True, tenant_id=tenant.id)
+                    .exclude(user_id=user_id)
+                    .values("user")
+                    .distinct()
+                    .count()
+                )
+                user_has_manage_account = (
+                    UserRoleRelationship.objects.using(MainRouter.admin_db)
+                    .filter(
+                        role__manage_account=True,
+                        tenant_id=tenant.id,
+                        user_id=user_id,
+                    )
+                    .exists()
+                )
+                role_manage_account = role.manage_account if role else False
+                would_remove_last_manage_account = (
+                    user_has_manage_account
+                    and remaining_manage_account_users == 0
+                    and not role_manage_account
+                )
+
+                if not would_remove_last_manage_account:
+                    if role is None:
+                        # Roles auto-created from userType get read-only access:
+                        # visibility over all providers, no management permissions
+                        role, _ = Role.objects.using(MainRouter.admin_db).get_or_create(
+                            name=role_name,
+                            tenant=tenant,
+                            defaults={
+                                "manage_users": False,
+                                "manage_account": False,
+                                "manage_billing": False,
+                                "manage_providers": False,
+                                "manage_integrations": False,
+                                "manage_scans": False,
+                                "unlimited_visibility": True,
+                            },
+                        )
+                    UserRoleRelationship.objects.using(MainRouter.admin_db).filter(
+                        user=user,
+                        tenant_id=tenant.id,
+                    ).delete()
+                    UserRoleRelationship.objects.using(MainRouter.admin_db).create(
+                        user=user,
+                        role=role,
+                        tenant_id=tenant.id,
+                    )
         membership, _ = Membership.objects.using(MainRouter.admin_db).get_or_create(
             user=user,
             tenant=tenant,
@@ -1864,7 +1889,7 @@ class ProviderViewSet(DisablePaginationMixin, BaseRLSViewSet):
         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 "
+            "produce this artifact (currently 'dora_2022_2554' and 'csa_ccm_4.0'); any "
             "other framework returns 404."
         ),
         parameters=[
@@ -1873,7 +1898,7 @@ class ProviderViewSet(DisablePaginationMixin, BaseRLSViewSet):
                 type=str,
                 location=OpenApiParameter.PATH,
                 required=True,
-                description="The compliance report name, like 'dora'",
+                description="The compliance report name, like 'dora_2022_2554'",
             ),
         ],
         responses={
@@ -4542,15 +4567,19 @@ class RoleProviderGroupRelationshipView(RelationshipView, BaseRLSViewSet):
 @extend_schema_view(
     list=extend_schema(
         tags=["Compliance Overview"],
-        summary="List compliance overviews for a scan",
-        description="Retrieve an overview of all the compliance in a given scan.",
+        summary="List compliance overviews",
+        description=(
+            "Retrieve compliance overview data for a scan. When provider filters "
+            "are provided, the endpoint uses the latest completed scan for each "
+            "matching provider."
+        ),
         parameters=[
             OpenApiParameter(
                 name="filter[scan_id]",
-                required=True,
+                required=False,
                 type=OpenApiTypes.UUID,
                 location=OpenApiParameter.QUERY,
-                description="Related scan ID.",
+                description="Related scan ID. Required unless a provider filter is provided.",
             ),
         ],
         responses={
@@ -4565,19 +4594,23 @@ class RoleProviderGroupRelationshipView(RelationshipView, BaseRLSViewSet):
                 description="Compliance overviews generation task failed"
             ),
         },
+        filters=True,
     ),
     metadata=extend_schema(
         tags=["Compliance Overview"],
         summary="Retrieve metadata values from compliance overviews",
-        description="Fetch unique metadata values from a set of compliance overviews. This is useful for dynamic "
-        "filtering.",
+        description=(
+            "Fetch unique metadata values from compliance overviews. This is useful "
+            "for dynamic filtering. When provider filters are provided, metadata is "
+            "computed from the latest completed scan for each matching provider."
+        ),
         parameters=[
             OpenApiParameter(
                 name="filter[scan_id]",
-                required=True,
+                required=False,
                 type=OpenApiTypes.UUID,
                 location=OpenApiParameter.QUERY,
-                description="Related scan ID.",
+                description="Related scan ID. Required unless a provider filter is provided.",
             ),
         ],
         responses={
@@ -4592,19 +4625,24 @@ class RoleProviderGroupRelationshipView(RelationshipView, BaseRLSViewSet):
                 description="Compliance overviews generation task failed"
             ),
         },
+        filters=True,
     ),
     requirements=extend_schema(
         tags=["Compliance Overview"],
-        summary="List compliance requirements overview for a scan",
-        description="Retrieve a detailed overview of compliance requirements in a given scan, grouped by compliance "
-        "framework. This endpoint provides requirement-level details and aggregates status across regions.",
+        summary="List compliance requirements overview",
+        description=(
+            "Retrieve a detailed overview of compliance requirements, grouped by "
+            "compliance framework. This endpoint provides requirement-level details "
+            "and aggregates status across regions. When provider filters are provided, "
+            "the endpoint uses the latest completed scan for each matching provider."
+        ),
         parameters=[
             OpenApiParameter(
                 name="filter[scan_id]",
-                required=True,
+                required=False,
                 type=OpenApiTypes.UUID,
                 location=OpenApiParameter.QUERY,
-                description="Related scan ID.",
+                description="Related scan ID. Required unless a provider filter is provided.",
             ),
             OpenApiParameter(
                 name="filter[compliance_id]",
@@ -4641,6 +4679,16 @@ class RoleProviderGroupRelationshipView(RelationshipView, BaseRLSViewSet):
                 location=OpenApiParameter.QUERY,
                 description="Compliance framework ID to get attributes for.",
             ),
+            OpenApiParameter(
+                name="filter[scan_id]",
+                required=False,
+                type=OpenApiTypes.UUID,
+                location=OpenApiParameter.QUERY,
+                description="Scan ID used to resolve the provider for "
+                "multi-provider universal frameworks (e.g. CSA CCM), so "
+                "the returned check IDs match the scan's provider. When omitted, "
+                "the first provider that declares the framework is used.",
+            ),
         ],
         responses={
             200: OpenApiResponse(
@@ -4653,7 +4701,10 @@ class RoleProviderGroupRelationshipView(RelationshipView, BaseRLSViewSet):
 @method_decorator(CACHE_DECORATOR, name="list")
 @method_decorator(CACHE_DECORATOR, name="requirements")
 @method_decorator(CACHE_DECORATOR, name="attributes")
-class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
+class ComplianceOverviewViewSet(
+    ProviderFilterParamsMixin, BaseRLSViewSet, TaskManagementMixin
+):
+    jsonapi_filter_replace_dots = True
     pagination_class = ComplianceOverviewPagination
     queryset = ComplianceRequirementOverview.objects.all()
     serializer_class = ComplianceOverviewSerializer
@@ -4667,28 +4718,22 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
     required_permissions = []
 
     def get_queryset(self):
+        if getattr(self, "swagger_fake_view", False):
+            return ComplianceRequirementOverview.objects.none()
+
         role = get_role(self.request.user, self.request.tenant_id)
         unlimited_visibility = getattr(
             role, Permissions.UNLIMITED_VISIBILITY.value, False
         )
 
-        if unlimited_visibility:
-            base_queryset = self.filter_queryset(
-                ComplianceRequirementOverview.objects.filter(
-                    tenant_id=self.request.tenant_id
-                )
-            )
-        else:
-            providers = Provider.objects.filter(
-                provider_groups__in=role.provider_groups.all()
-            ).distinct()
-            base_queryset = self.filter_queryset(
-                ComplianceRequirementOverview.objects.filter(
-                    tenant_id=self.request.tenant_id, scan__provider__in=providers
-                )
-            )
+        base_queryset = ComplianceRequirementOverview.objects.filter(
+            tenant_id=self.request.tenant_id
+        )
 
-        return base_queryset
+        if unlimited_visibility:
+            return base_queryset
+
+        return base_queryset.filter(scan__provider__in=get_providers(role))
 
     def get_serializer_class(self):
         if hasattr(self, "response_serializer_class"):
@@ -4726,6 +4771,72 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
 
         return summaries
 
+    def _validate_scan_selection(self, scan_id, has_provider_filters):
+        if scan_id and has_provider_filters:
+            raise ValidationError(
+                [
+                    {
+                        "detail": "Use either filter[scan_id] or provider filters.",
+                        "status": 400,
+                        "source": {"pointer": "filter[scan_id]"},
+                        "code": "invalid",
+                    }
+                ]
+            )
+
+        if scan_id:
+            self._validate_uuid_filter_values("scan_id", [scan_id])
+            return
+
+        if has_provider_filters:
+            return
+
+        raise ValidationError(
+            [
+                {
+                    "detail": "This query parameter is required unless a provider filter is provided.",
+                    "status": 400,
+                    "source": {"pointer": "filter[scan_id]"},
+                    "code": "required",
+                }
+            ]
+        )
+
+    def _latest_scan_ids_for_provider_filters(self):
+        role = get_role(self.request.user, self.request.tenant_id)
+        scans = Scan.all_objects.filter(
+            tenant_id=self.request.tenant_id,
+            state=StateChoices.COMPLETED,
+        )
+
+        if not getattr(role, Permissions.UNLIMITED_VISIBILITY.value, False):
+            scans = scans.filter(provider__in=get_providers(role))
+
+        provider_filters = self._extract_provider_filters_from_params(
+            validate_uuids=True,
+            include_dot_aliases=True,
+        )
+        if provider_filters:
+            scans = scans.filter(**provider_filters)
+
+        return list(
+            scans.order_by("provider_id", "-inserted_at")
+            .distinct("provider_id")
+            .values_list("id", flat=True)
+        )
+
+    def _filtered_queryset_for_latest_provider_scans(self, latest_scan_ids=None):
+        if latest_scan_ids is None:
+            latest_scan_ids = self._latest_scan_ids_for_provider_filters()
+        queryset = self.get_queryset().filter(scan_id__in=latest_scan_ids)
+        # Provider filters stay on the filterset for OpenAPI docs, but runtime
+        # filtering happens on Scan first so compliance queries use scan IDs.
+        return self._apply_filterset(
+            queryset,
+            self.filterset_class,
+            exclude_keys=self.PROVIDER_FILTER_KEYS | {"scan_id"},
+        )
+
     def _get_compliance_template(self, *, provider=None, scan_id=None):
         """Return the compliance template for the given provider or scan."""
         if provider is None and scan_id is not None:
@@ -4841,6 +4952,36 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
                 status=status.HTTP_500_INTERNAL_SERVER_ERROR,
             )
 
+    def _task_response_for_latest_provider_scans(self, latest_scan_ids):
+        for scan_id in latest_scan_ids:
+            task_response = self._task_response_if_running(str(scan_id))
+            if task_response:
+                return task_response
+        return None
+
+    def _latest_provider_scan_ids_without_data(self, latest_scan_ids):
+        data_presence_queryset = self.get_queryset().filter(scan_id__in=latest_scan_ids)
+        scan_ids_with_data = {
+            str(scan_id)
+            for scan_id in data_presence_queryset.values_list(
+                "scan_id", flat=True
+            ).distinct()
+        }
+        return [
+            scan_id
+            for scan_id in latest_scan_ids
+            if str(scan_id) not in scan_ids_with_data
+        ]
+
+    def _task_response_for_latest_provider_scans_without_data(
+        self,
+        latest_scan_ids,
+    ):
+        scan_ids_to_check = self._latest_provider_scan_ids_without_data(
+            latest_scan_ids,
+        )
+        return self._task_response_for_latest_provider_scans(scan_ids_to_check)
+
     def _list_with_region_filter(self, scan_id, region_filter):
         """
         Fall back to detailed ComplianceRequirementOverview query when region filter is applied.
@@ -4881,8 +5022,25 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
 
         return Response(data)
 
+    def _list_with_latest_provider_filters(self):
+        latest_scan_ids = self._latest_scan_ids_for_provider_filters()
+        queryset = self._filtered_queryset_for_latest_provider_scans(latest_scan_ids)
+        data = self._aggregate_compliance_overview(queryset)
+        task_response = self._task_response_for_latest_provider_scans_without_data(
+            latest_scan_ids,
+        )
+        if task_response:
+            return task_response
+
+        return Response(data)
+
     def list(self, request, *args, **kwargs):
         scan_id = request.query_params.get("filter[scan_id]")
+        has_provider_filters = self._has_provider_filters(include_dot_aliases=True)
+        self._validate_scan_selection(scan_id, has_provider_filters)
+
+        if has_provider_filters:
+            return self._list_with_latest_provider_filters()
 
         # Specific scan requested - use optimized summaries with region support
         region_filter = request.query_params.get(
@@ -4928,33 +5086,34 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
     @action(detail=False, methods=["get"], url_name="metadata")
     def metadata(self, request):
         scan_id = request.query_params.get("filter[scan_id]")
-        if not scan_id:
-            raise ValidationError(
-                [
-                    {
-                        "detail": "This query parameter is required.",
-                        "status": 400,
-                        "source": {"pointer": "filter[scan_id]"},
-                        "code": "required",
-                    }
-                ]
+        has_provider_filters = self._has_provider_filters(include_dot_aliases=True)
+        self._validate_scan_selection(scan_id, has_provider_filters)
+
+        latest_scan_ids = None
+        if has_provider_filters:
+            latest_scan_ids = self._latest_scan_ids_for_provider_filters()
+            queryset = self._filtered_queryset_for_latest_provider_scans(
+                latest_scan_ids
             )
+        else:
+            queryset = self._apply_filterset(self.get_queryset(), self.filterset_class)
+
         regions = list(
-            self.get_queryset()
-            .filter(scan_id=scan_id)
-            .values_list("region", flat=True)
-            .order_by("region")
-            .distinct()
+            queryset.values_list("region", flat=True).order_by("region").distinct()
         )
         result = {"regions": regions}
 
-        if regions:
-            serializer = self.get_serializer(data=result)
-            serializer.is_valid(raise_exception=True)
-            return Response(serializer.data, status=status.HTTP_200_OK)
+        task_response = None
+        if has_provider_filters:
+            task_response = self._task_response_for_latest_provider_scans_without_data(
+                latest_scan_ids,
+            )
+        elif not regions:
+            task_response = self._task_response_if_running(scan_id)
+            if task_response:
+                return task_response
 
-        task_response = self._task_response_if_running(scan_id)
-        if task_response:
+        if has_provider_filters and task_response:
             return task_response
 
         serializer = self.get_serializer(data=result)
@@ -4964,19 +5123,10 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
     @action(detail=False, methods=["get"], url_name="requirements")
     def requirements(self, request):
         scan_id = request.query_params.get("filter[scan_id]")
+        has_provider_filters = self._has_provider_filters(include_dot_aliases=True)
         compliance_id = request.query_params.get("filter[compliance_id]")
 
-        if not scan_id:
-            raise ValidationError(
-                [
-                    {
-                        "detail": "This query parameter is required.",
-                        "status": 400,
-                        "source": {"pointer": "filter[scan_id]"},
-                        "code": "required",
-                    }
-                ]
-            )
+        self._validate_scan_selection(scan_id, has_provider_filters)
 
         if not compliance_id:
             raise ValidationError(
@@ -4989,7 +5139,16 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
                     }
                 ]
             )
-        filtered_queryset = self.filter_queryset(self.get_queryset())
+        latest_scan_ids = None
+        if has_provider_filters:
+            latest_scan_ids = self._latest_scan_ids_for_provider_filters()
+            filtered_queryset = self._filtered_queryset_for_latest_provider_scans(
+                latest_scan_ids
+            )
+        else:
+            filtered_queryset = self._apply_filterset(
+                self.get_queryset(), self.filterset_class
+            )
 
         all_requirements = filtered_queryset.values(
             "requirement_id",
@@ -5048,17 +5207,33 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
                 requirements_summary, many=True
             )
 
+        task_response = None
+        if has_provider_filters:
+            task_response = self._task_response_for_latest_provider_scans_without_data(
+                latest_scan_ids,
+            )
+        elif not requirements_summary:
+            task_response = self._task_response_if_running(scan_id)
+            if task_response:
+                return task_response
+
+        if has_provider_filters and task_response:
+            return task_response
+
         if requirements_summary:
             return Response(serializer.data, status=status.HTTP_200_OK)
 
-        task_response = self._task_response_if_running(scan_id)
-        if task_response:
-            return task_response
-
         return Response(serializer.data, status=status.HTTP_200_OK)
 
     @action(detail=False, methods=["get"], url_name="attributes")
     def attributes(self, request):
+        # While the background warm-up is in progress, refuse immediately
+        # instead of falling through to the slow cold load on the request
+        # thread (which would trip the Gunicorn worker timeout). `is_set()` is
+        # a non-blocking flag read, so this never touches the loader.
+        if COMPLIANCE_WARMING_STARTED.is_set() and not COMPLIANCE_WARMED.is_set():
+            raise ComplianceWarmingError()
+
         compliance_id = request.query_params.get("filter[compliance_id]")
         if not compliance_id:
             raise ValidationError(
@@ -5074,7 +5249,51 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
 
         provider_type = None
 
-        # If we couldn't determine from database, try each provider type
+        # When a scan is provided, resolve the provider from it. Multi-provider
+        # universal frameworks (e.g. CSA CCM) share a single compliance_id
+        # across providers but expose different checks per provider, so the
+        # metadata (and therefore the check IDs the UI uses to fetch findings)
+        # must be returned for the scan's provider. Without this, the endpoint
+        # falls back to the first provider that declares the framework and
+        # returns its check IDs, leaving azure/gcp/... requirements with no
+        # matching findings.
+        scan_id = request.query_params.get("filter[scan_id]")
+        if "filter[scan_id]" in request.query_params:
+            # An explicit scan_id is authoritative: fail closed instead of
+            # falling back to another provider. Otherwise an invalid, empty
+            # (filter[scan_id]=) or inaccessible scan would silently return the
+            # first provider's check IDs, recreating the multi-provider mismatch
+            # this endpoint fixes.
+            if not scan_id:
+                raise NotFound(detail=f"Scan '{scan_id}' not found.")
+
+            # Tenant isolation is already enforced by Postgres RLS on the
+            # connection (see BaseRLSViewSet). Scope the lookup by provider
+            # group as well so a user with limited visibility can't resolve
+            # another provider's scan and read its compliance metadata, mirroring
+            # the RBAC scoping get_queryset() applies to the rest of the ViewSet.
+            role = get_role(request.user, request.tenant_id)
+            if getattr(role, Permissions.UNLIMITED_VISIBILITY.value, False):
+                scan_queryset = Scan.objects.filter(tenant_id=request.tenant_id)
+            else:
+                scan_queryset = Scan.objects.filter(provider__in=get_providers(role))
+
+            try:
+                scan = scan_queryset.select_related("provider").get(id=scan_id)
+            except (Scan.DoesNotExist, DjangoValidationError, ValueError):
+                raise NotFound(detail=f"Scan '{scan_id}' not found.")
+
+            provider_type = scan.provider.provider
+            if compliance_id not in get_compliance_frameworks(provider_type):
+                raise NotFound(
+                    detail=(
+                        f"Compliance framework '{compliance_id}' is not "
+                        f"available for scan '{scan_id}'."
+                    )
+                )
+
+        # Fall back to the first provider that declares the framework. Keeps the
+        # endpoint working for provider-agnostic callers that omit the scan.
         if not provider_type:
             for pt in Provider.ProviderChoices.values:
                 if compliance_id in get_compliance_frameworks(pt):
@@ -5242,7 +5461,7 @@ class ComplianceOverviewViewSet(BaseRLSViewSet, TaskManagementMixin):
     ),
 )
 @method_decorator(CACHE_DECORATOR, name="list")
-class OverviewViewSet(BaseRLSViewSet):
+class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
     queryset = ScanSummary.objects.all()
     http_method_names = ["get"]
     ordering = ["-inserted_at"]
@@ -5359,18 +5578,6 @@ class OverviewViewSet(BaseRLSViewSet):
             tenant_id=tenant_id, scan_id__in=latest_scan_ids
         )
 
-    def _normalize_jsonapi_params(self, query_params, exclude_keys=None):
-        """Convert JSON:API filter params (filter[X]) to flat params (X)."""
-        exclude_keys = exclude_keys or set()
-        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 normalized_key not in exclude_keys:
-                normalized.setlist(normalized_key, values)
-        return normalized
-
     def _ensure_allowed_providers(self):
         """Populate allowed providers for RBAC-aware queries once per request."""
         if getattr(self, "_providers_initialized", False):
@@ -5390,15 +5597,6 @@ class OverviewViewSet(BaseRLSViewSet):
             return queryset.filter(**provider_filter)
         return queryset
 
-    def _apply_filterset(self, queryset, filterset_class, exclude_keys=None):
-        normalized_params = self._normalize_jsonapi_params(
-            self.request.query_params, exclude_keys=set(exclude_keys or [])
-        )
-        filterset = filterset_class(normalized_params, queryset=queryset)
-        if not filterset.is_valid():
-            raise ValidationError(filterset.errors)
-        return filterset.qs
-
     def _latest_scan_ids_for_allowed_providers(self, tenant_id, provider_filters=None):
         provider_filter = self._get_provider_filter()
         queryset = Scan.all_objects.filter(
@@ -5412,40 +5610,6 @@ class OverviewViewSet(BaseRLSViewSet):
             .values_list("id", flat=True)
         )
 
-    def _extract_provider_filters_from_params(self):
-        """Extract and validate provider filters from query params."""
-        params = self.request.query_params
-        filters = {}
-        valid_provider_types = {c[0] for c in Provider.ProviderChoices.choices}
-
-        provider_id = params.get("filter[provider_id]")
-        if provider_id:
-            filters["provider_id"] = provider_id
-
-        provider_id_in = params.get("filter[provider_id__in]")
-        if provider_id_in:
-            filters["provider_id__in"] = provider_id_in.split(",")
-
-        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 provider_type_in:
-            types = provider_type_in.split(",")
-            invalid = [t for t in types if t not in valid_provider_types]
-            if invalid:
-                raise ValidationError(
-                    {"provider_type__in": f"Invalid choices: {', '.join(invalid)}"}
-                )
-            filters["provider__provider__in"] = types
-
-        return filters
-
     @action(detail=False, methods=["get"], url_name="providers")
     def providers(self, request):
         tenant_id = self.request.tenant_id
@@ -5516,15 +5680,11 @@ class OverviewViewSet(BaseRLSViewSet):
         tenant_id = self.request.tenant_id
         providers_qs = Provider.objects.filter(tenant_id=tenant_id)
 
+        self._ensure_allowed_providers()
         if hasattr(self, "allowed_providers"):
-            allowed_ids = list(self.allowed_providers.values_list("id", flat=True))
-            if not allowed_ids:
-                overview = []
-                return Response(
-                    self.get_serializer(overview, many=True).data,
-                    status=status.HTTP_200_OK,
-                )
-            providers_qs = providers_qs.filter(id__in=allowed_ids)
+            providers_qs = providers_qs.filter(
+                id__in=self.allowed_providers.values("id")
+            )
 
         overview = (
             providers_qs.values("provider")
@@ -5740,29 +5900,41 @@ class OverviewViewSet(BaseRLSViewSet):
                 description="Retrieve a specific snapshot by ID. If not provided, returns latest snapshots.",
             ),
             OpenApiParameter(
-                name="provider_id",
+                name="filter[provider_id]",
                 type=OpenApiTypes.UUID,
                 location=OpenApiParameter.QUERY,
                 description="Filter by specific provider ID",
             ),
             OpenApiParameter(
-                name="provider_id__in",
+                name="filter[provider_id__in]",
                 type=OpenApiTypes.STR,
                 location=OpenApiParameter.QUERY,
                 description="Filter by multiple provider IDs (comma-separated UUIDs)",
             ),
             OpenApiParameter(
-                name="provider_type",
+                name="filter[provider_type]",
                 type=OpenApiTypes.STR,
                 location=OpenApiParameter.QUERY,
                 description="Filter by provider type (aws, azure, gcp, etc.)",
             ),
             OpenApiParameter(
-                name="provider_type__in",
+                name="filter[provider_type__in]",
                 type=OpenApiTypes.STR,
                 location=OpenApiParameter.QUERY,
                 description="Filter by multiple provider types (comma-separated)",
             ),
+            OpenApiParameter(
+                name="filter[provider_groups]",
+                type=OpenApiTypes.UUID,
+                location=OpenApiParameter.QUERY,
+                description="Filter by provider group ID",
+            ),
+            OpenApiParameter(
+                name="filter[provider_groups__in]",
+                type=OpenApiTypes.STR,
+                location=OpenApiParameter.QUERY,
+                description="Filter by multiple provider group IDs (comma-separated UUIDs)",
+            ),
         ],
     )
     @action(detail=False, methods=["get"], url_name="threatscore")
@@ -6104,6 +6276,8 @@ class OverviewViewSet(BaseRLSViewSet):
             "provider_id__in",
             "provider_type",
             "provider_type__in",
+            "provider_groups",
+            "provider_groups__in",
         }
         filtered_queryset = self._apply_filterset(
             base_queryset, CategoryOverviewFilter, exclude_keys=provider_filter_keys
@@ -6173,6 +6347,8 @@ class OverviewViewSet(BaseRLSViewSet):
             "provider_id__in",
             "provider_type",
             "provider_type__in",
+            "provider_groups",
+            "provider_groups__in",
         }
         filtered_queryset = self._apply_filterset(
             base_queryset,
@@ -7223,7 +7399,7 @@ SEVERITY_ORDER_REVERSE = {v: k for k, v in SEVERITY_ORDER.items()}
     ),
     retrieve=extend_schema(exclude=True),
 )
-class FindingGroupViewSet(BaseRLSViewSet):
+class FindingGroupViewSet(JsonApiFilterMixin, BaseRLSViewSet):
     """
     ViewSet for Finding Groups - aggregates findings by check_id.
 
@@ -7239,6 +7415,7 @@ class FindingGroupViewSet(BaseRLSViewSet):
     queryset = FindingGroupDailySummary.objects.all()
     serializer_class = FindingGroupSerializer
     filterset_class = FindingGroupFilter
+    jsonapi_filter_replace_dots = True
     filter_backends = [
         jsonapi_filters.QueryParameterValidationFilter,
         jsonapi_filters.OrderingFilter,
@@ -7289,18 +7466,6 @@ class FindingGroupViewSet(BaseRLSViewSet):
 
         return queryset
 
-    def _normalize_jsonapi_params(self, query_params):
-        """Convert JSON:API filter params (filter[X]) to flat params (X)."""
-        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
-            )
-            # Convert JSON:API dot notation to Django double underscore
-            normalized_key = normalized_key.replace(".", "__")
-            normalized.setlist(normalized_key, values)
-        return normalized
-
     @extend_schema(exclude=True)
     def retrieve(self, request, *args, **kwargs):
         raise MethodNotAllowed(method="GET")
@@ -8419,9 +8584,10 @@ class FindingGroupViewSet(BaseRLSViewSet):
 
         This endpoint returns finding groups without requiring date filters,
         automatically using the latest available data per check_id.
-        All other filters (provider_id, provider_type, check_id) are still supported.
+        Provider, provider group, check, and computed filters are still supported.
         """,
         tags=["Finding Groups"],
+        filters=True,
     )
     @action(detail=False, methods=["get"], url_name="latest")
     def latest(self, request):

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",

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/export.py

@@ -58,6 +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,
 )
@@ -152,6 +155,9 @@ COMPLIANCE_CLASS_MAP = {
             ProwlerThreatScoreAlibaba,
         ),
     ],
+    "okta": [
+        (lambda name: name.startswith("okta_idaas_stig"), OktaIDaaSSTIG),
+    ],
 }
 
 

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
 
@@ -22,7 +23,6 @@ from django.db.models import (
     Max,
     Min,
     OuterRef,
-    Prefetch,
     Q,
     Sum,
     When,
@@ -269,6 +269,7 @@ 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 +277,7 @@ 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 +357,71 @@ 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(
@@ -704,6 +709,12 @@ 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
@@ -945,6 +956,7 @@ def _process_finding_micro_batch(
                         Resource.objects.bulk_update(
                             resources_to_bulk_update,
                             [
+                                "name",
                                 "metadata",
                                 "details",
                                 "partition",
@@ -1436,9 +1448,13 @@ 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
@@ -1450,12 +1466,12 @@ 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,
@@ -1463,42 +1479,28 @@ 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}
                         )
@@ -1545,8 +1547,8 @@ 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}
         )
@@ -1586,44 +1588,93 @@ 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,
@@ -1631,41 +1682,23 @@ 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: COPY can't ON CONFLICT, so clear this scan's rows first.
+            # 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/tasks.py

@@ -560,7 +560,7 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
 
     # 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.json`) are emitted
+    # 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 = {
@@ -650,7 +650,7 @@ def generate_outputs_task(scan_id: str, provider_id: str, tenant_id: str):
                 writer.batch_write_data_to_file(**extra)
                 writer._data.clear()
 
-            # Universal-only frameworks (e.g. `dora.json`).
+            # Universal-only frameworks (e.g. `dora_2022_2554.json`).
             if universal_only_names:
                 process_universal_compliance_frameworks(
                     input_compliance_frameworks=universal_only_names,

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

@@ -315,6 +315,7 @@ 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 +349,7 @@ 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 +368,7 @@ 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 +376,7 @@ 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 +1569,75 @@ 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
     ):
@@ -3601,19 +3674,19 @@ 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
@@ -3627,6 +3700,12 @@ 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
@@ -3646,27 +3725,15 @@ 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
@@ -3678,6 +3745,12 @@ 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"
 
@@ -3692,8 +3765,8 @@ 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
@@ -3705,6 +3778,12 @@ 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,
@@ -3723,27 +3802,25 @@ 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
@@ -3755,6 +3832,12 @@ 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()
@@ -3777,27 +3860,15 @@ 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
@@ -3809,6 +3880,12 @@ 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
@@ -3817,17 +3894,26 @@ 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
@@ -3841,6 +3927,92 @@ 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 == {}
 

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" },
@@ -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" },
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+    { 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"

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/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
@@ -185,7 +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
@@ -160,7 +160,7 @@ services:
         soft: 65536
         hard: 65536
     entrypoint:
-      - "../docker-entrypoint.sh"
+      - "/home/prowler/docker-entrypoint.sh"
       - "beat"
 
   mcp-server:

docs/developer-guide/configurable-checks.mdx

@@ -112,4 +112,109 @@ Say a new check needs `max_iam_role_session_hours`, a strictly positive integer
 - **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.

docs/developer-guide/end2end-testing.mdx

@@ -221,9 +221,9 @@ Before running E2E tests:
     ```
 
 - **Ensure Prowler API is available**
-  - By default, Playwright uses `NEXT_PUBLIC_API_BASE_URL=http://localhost:8080/api/v1` (configured in `playwright.config.ts`).
+  - By default, Playwright uses `UI_API_BASE_URL=http://localhost:8080/api/v1` (configured in `playwright.config.ts`).
   - Start Prowler API so it is reachable on that URL (for example, via `docker-compose-dev.yml` or the development orchestration used locally).
-  - If a different API URL is required, set `NEXT_PUBLIC_API_BASE_URL` accordingly before running the tests.
+  - If a different API URL is required, set `UI_API_BASE_URL` accordingly before running the tests.
 
 - **Ensure Prowler App UI is available**
   - Playwright automatically starts the Next.js server through the `webServer` block in `playwright.config.ts` (`pnpm run dev` by default).

docs/developer-guide/environment-variables.mdx

@@ -0,0 +1,53 @@
+---
+title: 'Environment Variable Naming Convention'
+---
+
+Prowler is a monorepo composed of several runtime components — Prowler App (the web user interface), Prowler API (the backend), Prowler SDK, and Prowler MCP Server (Model Context Protocol) — that frequently share a single `.env` file. To keep that shared configuration unambiguous, each component namespaces its environment variables with a component-specific prefix.
+
+## Component Prefixes
+
+Each component owns a dedicated prefix for the environment variables it reads:
+
+| Component | Prefix | Status |
+|-----------|--------|--------|
+| Prowler App (web UI) | `UI_` | Adopted |
+| Prowler API (backend) | `API_` | Planned |
+| Prowler SDK | `SDK_` | Planned |
+| Prowler MCP Server | `MCP_` | Planned |
+
+## Why Component Prefixes Matter
+
+Component prefixes solve three concrete problems in a shared configuration file:
+
+- **Collisions in a shared `.env`:** Several components historically read identically named variables. The API base URL, for example, is consumed by more than one component, so a single unprefixed name is ambiguous. A component prefix removes that ambiguity.
+- **Explicit ownership:** A prefix states, at a glance, which component consumes a variable.
+- **Reduced accidental exposure:** For Prowler App, scoping browser-facing configuration under one intentional prefix prevents server-only values from leaking into the client bundle.
+
+## Prowler App
+
+Prowler App has adopted the `UI_` prefix. Its public configuration is resolved from the container environment at runtime rather than inlined at build time, so a single pre-built image serves any deployment. For the operational details on changing these values without rebuilding the image, see [Troubleshooting](/troubleshooting).
+
+The former build-time variables map to the new runtime variables as follows:
+
+| Former variable | New variable |
+|-----------------|--------------|
+| `NEXT_PUBLIC_API_BASE_URL` | `UI_API_BASE_URL` |
+| `NEXT_PUBLIC_API_DOCS_URL` | `UI_API_DOCS_URL` |
+| `NEXT_PUBLIC_GOOGLE_TAG_MANAGER_ID` | `UI_GOOGLE_TAG_MANAGER_ID` |
+| `NEXT_PUBLIC_SENTRY_DSN`, `SENTRY_DSN` | `UI_SENTRY_DSN` |
+| `NEXT_PUBLIC_SENTRY_ENVIRONMENT`, `SENTRY_ENVIRONMENT` | `UI_SENTRY_ENVIRONMENT` |
+
+The build-time-only Sentry variables used for source-map upload — `SENTRY_ORG`, `SENTRY_PROJECT`, `SENTRY_AUTH_TOKEN`, and `SENTRY_RELEASE` — keep their names, as they are not part of the App's runtime configuration.
+
+## Upcoming Breaking Change
+
+<Warning>
+Adopting the `API_`, `SDK_`, and `MCP_` prefixes for Prowler API, Prowler SDK, and Prowler MCP Server is a planned breaking change in a future release. Migrate environment configuration to the new names when upgrading.
+</Warning>
+
+Prowler API, Prowler SDK, and Prowler MCP Server have not yet adopted the convention. In a future release, the variables each of these components reads will be namespaced under `API_`, `SDK_`, and `MCP_` respectively. The per-component mapping from current to prefixed names will be documented when each change is released.
+
+## Deprecated Names
+
+- **Prowler App:** The bare server-side `SENTRY_DSN` and `SENTRY_ENVIRONMENT` are no longer read; the server and edge runtimes now read `UI_SENTRY_DSN` and `UI_SENTRY_ENVIRONMENT`. The former `NEXT_PUBLIC_*` build-time variables are deprecated but still read at runtime as a fallback when the matching `UI_*` variable is unset. This fallback will be removed in a future release, so set the `UI_*` runtime variables on the running container.
+- **Prowler API, Prowler SDK, and Prowler MCP Server:** The current, unprefixed variable names are deprecated. They continue to work today and will be removed once the prefixed convention is adopted for each component, as described in [Upcoming Breaking Change](#upcoming-breaking-change).

docs/developer-guide/introduction.mdx

@@ -108,6 +108,39 @@ uv sync
 source .venv/bin/activate
 ```
 
+### Running the Local API Development Stack
+
+For API development, Prowler provides a Makefile-based local stack in addition to the manual and Docker Compose workflows documented in the API README. PostgreSQL, Valkey, and Neo4j run with Docker Compose, while Django and the Celery worker run natively through `uv`.
+
+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.
+
+To start the local API stack, run:
+
+```shell
+make dev
+```
+
+This command starts the required services, creates a `tmux` session with panes for the API, worker, and PostgreSQL logs, waits until the API responds, and prints the API URL and log file paths. The API is available at:
+
+```text
+http://localhost:8080/api/v1
+```
+
+Use these commands to manage the stack:
+
+```shell
+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
+```
+
+The UI is not started by this workflow. Start it separately by following the UI development instructions in the `ui/` directory.
 
 ### Pre-Commit Hooks
 

docs/developer-guide/security-compliance-framework.mdx

@@ -38,7 +38,7 @@ Before adding a new framework, complete the following checks:
 - **Verify the framework is not already supported.** Inspect `prowler/compliance/` and every `prowler/compliance/<provider>/` for an existing JSON file matching the name and version.
 - **Confirm the required checks exist.** Every requirement that can be automated must point to one or more existing Prowler checks. For each missing check, implement it first by following the [Prowler Checks](/developer-guide/checks) guide.
 - **Review a reference framework.** Use an existing framework with a similar structure as your template:
-  - Universal: `prowler/compliance/dora.json`, `prowler/compliance/csa_ccm_4.0.json`.
+  - Universal: `prowler/compliance/dora_2022_2554.json`, `prowler/compliance/csa_ccm_4.0.json`.
   - Legacy: `prowler/compliance/aws/cis_2.0_aws.json` (canonical CIS shape), `prowler/compliance/aws/ccc_aws.json`, `prowler/compliance/aws/ens_rd2022_aws.json`, `prowler/compliance/aws/nist_800_53_revision_5_aws.json`.
 
 ## Universal Compliance Framework
@@ -51,9 +51,9 @@ Place the file at the top level of the compliance directory:
 prowler/compliance/<framework_name>.json
 ```
 
-Examples in the repository: `prowler/compliance/csa_ccm_4.0.json`, `prowler/compliance/dora.json`.
+Examples in the repository: `prowler/compliance/csa_ccm_4.0.json`, `prowler/compliance/dora_2022_2554.json`.
 
-The file is auto-discovered — there is **no** need to register it in any `__init__.py`, modify `prowler/lib/outputs/`, or update any other Python module. The framework key Prowler CLI accepts via `--compliance` is the basename of the JSON file without `.json` (`dora.json` → `dora`).
+The file is auto-discovered — there is **no** need to register it in any `__init__.py`, modify `prowler/lib/outputs/`, or update any other Python module. The framework key Prowler CLI accepts via `--compliance` is the basename of the JSON file without `.json` (`dora_2022_2554.json` → `dora_2022_2554`).
 
 ### Top-level structure
 
@@ -70,7 +70,7 @@ The file is auto-discovered — there is **no** need to register it in any `__in
 }
 ```
 
-A `provider` field at the top level is **optional**. The framework's effective provider list is derived by `ComplianceFramework.get_providers()` (`compliance_models.py:739`) from the union of all keys appearing in `requirement.checks` across all requirements; the explicit `provider` field is used **only as a fallback** when no requirement carries any `checks` key. This is what enables a single file (e.g. `dora.json`) to cover AWS today and add Azure / GCP / etc. tomorrow without restructuring.
+A `provider` field at the top level is **optional**. The framework's effective provider list is derived by `ComplianceFramework.get_providers()` (`compliance_models.py:739`) from the union of all keys appearing in `requirement.checks` across all requirements; the explicit `provider` field is used **only as a fallback** when no requirement carries any `checks` key. This is what enables a single file (e.g. `dora_2022_2554.json`) to cover AWS today and add Azure / GCP / etc. tomorrow without restructuring.
 
 Provider keys inside `requirement.checks` must match the directory names under `prowler/providers/`. The valid keys at present are: `aws`, `azure`, `gcp`, `m365`, `kubernetes`, `iac`, `github`, `googleworkspace`, `alibabacloud`, `cloudflare`, `mongodbatlas`, `nhn`, `openstack`, `oraclecloud`, `llm`. Comparison in `supports_provider()` is case-insensitive, but lowercase is the convention used everywhere in the repository.
 
@@ -493,7 +493,7 @@ Before opening a PR, validate the JSON loads cleanly against the model and that
 
 ### 1. Schema validation
 
-For **universal** frameworks, load the file and inspect what was parsed. The framework key inside `bulk` is the **basename of the JSON file** (without `.json`); for `prowler/compliance/dora.json` that key is `dora`, for `prowler/compliance/aws/cis_5.0_aws.json` it is `cis_5.0_aws`.
+For **universal** frameworks, load the file and inspect what was parsed. The framework key inside `bulk` is the **basename of the JSON file** (without `.json`); for `prowler/compliance/dora_2022_2554.json` that key is `dora_2022_2554`, for `prowler/compliance/aws/cis_5.0_aws.json` it is `cis_5.0_aws`.
 
 ```python
 from prowler.lib.check.compliance_models import (
@@ -619,7 +619,7 @@ The following issues are the most common when contributing a compliance framewor
 
 Use the following files as templates when modeling a new contribution.
 
-- `prowler/compliance/dora.json` — universal schema, single-provider populated (AWS), ready to extend with more providers.
+- `prowler/compliance/dora_2022_2554.json` — universal schema, single-provider populated (AWS), ready to extend with more providers.
 - `prowler/compliance/csa_ccm_4.0.json` — universal schema, multi-provider populated (AWS, Azure, GCP, AlibabaCloud, OracleCloud).
 - `prowler/compliance/aws/cis_2.0_aws.json` — legacy CIS attribute shape.
 - `prowler/compliance/aws/nist_800_53_revision_5_aws.json` — legacy generic attribute shape.

docs/developer-guide/server-sent-events.mdx

@@ -0,0 +1,241 @@
+---
+title: 'Server-Sent Events (SSE)'
+---
+
+import { VersionBadge } from "/snippets/version-badge.mdx"
+
+<VersionBadge version="1.32.0" />
+
+This guide explains how to add a **Server-Sent Events (SSE)** endpoint to the Prowler API. SSE lets the backend push a one-way stream of events to a client over a single long-lived HTTP connection — ideal for live progress, token-by-token LLM output, or any "the server has news for you" use case where the client should not poll.
+
+<Info>
+The platform ships the SSE **infrastructure** (`api.sse`) and wiring. No feature endpoint streams over SSE out of the box — this guide shows how to build one on top of the shared base.
+</Info>
+
+## When to use SSE
+
+| Need | Use |
+|------|-----|
+| Server pushes incremental updates, client only reads | **SSE** |
+| Bidirectional, low-latency messaging (chat both ways, games) | WebSocket |
+| Client asks, server answers once | Plain REST |
+
+SSE is the right tool when the **client only consumes**: scan progress, long-running job checkpoints, streamed LLM tokens, cross-client resource-sync notifications. It rides on plain HTTP, reconnects automatically in the browser via the native [`EventSource`](https://developer.mozilla.org/en-US/docs/Web/API/EventSource) API, and needs no extra protocol.
+
+## How it works
+
+SSE is wired through [`django-eventstream`](https://github.com/fanout/django_eventstream) and a small platform layer in `api/src/backend/api/sse/`:
+
+| Piece | File | Responsibility |
+|-------|------|----------------|
+| `BaseSSEViewSet` | `api/sse/base_views.py` | Base DRF viewset a feature subclasses. The feature implements `get_channels`; the base handles auth, the tenant transaction, and delegates streaming to `django-eventstream`. |
+| `SSEChannelManager` | `api/sse/channelmanager.py` | Registered in `settings.EVENTSTREAM_CHANNELMANAGER_CLASS`. Reads the channel set off the request and enforces the platform-wide tenant gate. |
+| `SSEAuthentication` | `api/authentication.py` | Same JWT/API-key stack as the rest of the API, plus an `?access_token=<jwt>` fallback for browser `EventSource` clients. Lives with the other authentication classes, not in the `sse` package. |
+| `make_channel_name` / `tenant_id_from_channel` | `api/sse/utils.py` | Single source of truth for the channel-name format, so publishers and the channel manager agree byte-for-byte. |
+| Settings | `config/settings/eventstream.py` | Valkey Pub/Sub backend (dedicated DB), channel manager, allowed headers. |
+
+### Transport: the server runs on ASGI
+
+SSE connections are long-lived. Holding one open per synchronous worker would exhaust the worker pool, so the API runs under Gunicorn's native **`asgi` worker** (`config.asgi:application`). Streams are parked on the event loop while ordinary CRUD endpoints keep their synchronous execution (Django runs sync views in a thread-sensitive executor under ASGI). This is configured in `config/guniconf.py` and used by both the dev and production entrypoints — no separate server process is needed.
+
+### The data flow
+
+```
+publisher (Celery task / view)             subscriber (browser, CLI)
+        │                                          │
+        │  send_event(channel, "scan.progress", …) │  GET …/event-stream
+        ▼                                          ▼
+   Valkey Pub/Sub  ◄────────────────────►  BaseSSEViewSet.list
+   (EVENTSTREAM_VALKEY_DB)                  → get_channels() (RLS-scoped)
+                                            → SSEChannelManager (tenant gate)
+                                            → StreamingHttpResponse (text/event-stream)
+```
+
+A publisher anywhere in the system (most often a Celery task) calls `send_event(channel, event_type, payload)`. `django-eventstream` fans it out over Valkey Pub/Sub to every connection subscribed to that channel.
+
+## Adding an SSE endpoint to your feature
+
+The example below streams progress for a long-running **scan**. Adapt the resource, prefix, and event names to your feature.
+
+<Steps>
+
+<Step title="Pick a channel prefix">
+
+Channels follow the format `<prefix>:<tenant_id>:<resource_id>`, built only through `make_channel_name`. The prefix is owned by your feature and may contain hyphens but **never colons** (the parser splits on `:`).
+
+```python
+CHANNEL_PREFIX = "scan-progress"
+```
+
+The tenant id is baked into every channel name. That is what lets the platform enforce cross-tenant isolation without knowing anything about your feature.
+
+</Step>
+
+<Step title="Subclass BaseSSEViewSet">
+
+Create the viewset for the SSE sub-resource. The only required method is `get_channels`; it runs inside the tenant transaction set up by the base class, so any database lookup inside it is automatically RLS-scoped.
+
+```python
+# scans/event_streams.py
+from api.sse import BaseSSEViewSet, make_channel_name
+from django.shortcuts import get_object_or_404
+from scans.models import Scan
+
+CHANNEL_PREFIX = "scan-progress"
+
+
+class ScanEventStreamViewSet(BaseSSEViewSet):
+    def get_queryset(self):
+        # RLS already scopes to the tenant; narrow further as needed
+        # (e.g. only scans the requesting user may see).
+        return Scan.objects.filter(tenant_id=self.request.tenant_id)
+
+    def get_channels(self) -> set[str]:
+        scan = get_object_or_404(self.get_queryset(), pk=self.kwargs["scan_pk"])
+        return {make_channel_name(CHANNEL_PREFIX, scan.tenant_id, scan.id)}
+```
+
+<Warning>
+`get_channels` **must raise** the relevant DRF exception (`NotFound`, `PermissionDenied`, `NotAuthenticated`) when authorization fails — `get_object_or_404` does this for you. Returning an empty set surfaces as django-eventstream's confusing "No channels specified" error instead of the real cause.
+</Warning>
+
+</Step>
+
+<Step title="Wire the URL as a sub-resource">
+
+Mount the endpoint as an `event-stream` sub-resource. Keep it **outside the DRF router**, which would force the URL into a list/detail convention. Route the `get` method to the viewset's `list` action.
+
+```python
+# scans/urls.py
+path(
+    "scans/<uuid:scan_pk>/event-stream",
+    ScanEventStreamViewSet.as_view({"get": "list"}),
+    name="scan-event-stream",
+),
+```
+
+</Step>
+
+<Step title="Define your event vocabulary">
+
+A feature owns its event types in `<app>/<domain>/events.py`: one `publish_<event>` function per event type, each body a **single** `send_event` call so the wire-level string lives in exactly one place.
+
+```python
+# scans/events.py
+from django_eventstream import send_event
+
+
+def publish_progress(channel: str, checked: int, total: int) -> None:
+    send_event(channel, "scan.progress", {"checked": checked, "total": total})
+
+
+def publish_end(channel: str, scan_id: str) -> None:
+    # Terminal event carries the canonical id so reconnecting clients
+    # can refetch the persisted resource over REST.
+    send_event(channel, "scan.end", {"scan_id": scan_id})
+
+
+def publish_error(channel: str, code: str, detail: str) -> None:
+    send_event(channel, "scan.error", {"code": code, "detail": detail})
+```
+
+There is no platform-side enum, registry, or dispatch table — **the naming convention is the contract** (see below).
+
+</Step>
+
+<Step title="Publish from the producer">
+
+Wherever the work happens — usually a Celery task — build the channel the same way and publish:
+
+```python
+from api.sse import make_channel_name
+from scans.events import publish_progress, publish_end
+
+channel = make_channel_name("scan-progress", scan.tenant_id, scan.id)
+publish_progress(channel, checked=42, total=100)
+...
+publish_end(channel, scan_id=str(scan.id))
+```
+
+</Step>
+
+</Steps>
+
+## Event naming convention
+
+Every event uses an event type of the form **`<resource>.<verb>`** (lowercased, dot-separated). The verb comes from this platform-wide vocabulary — if you need a verb that is not listed, document the addition in this guide so the catalog stays discoverable.
+
+| Verb | When to use |
+|------|-------------|
+| `delta` | An incremental piece of a stream the client concatenates (LLM text tokens, audio chunks). Standard term across OpenAI / Anthropic / LiteLLM / Vercel AI SDK. |
+| `start` | Begin marker for a compound operation (e.g. a tool call whose execution will be reported by a matching `end`). |
+| `end` | Terminal marker. Carries the canonical resource id so reconnecting clients can refetch persisted state via REST. |
+| `progress` | Periodic checkpoint with quantifiable completion, e.g. `{"checked": 42, "total": 100}`. |
+| `created` / `updated` / `deleted` | Resource-lifecycle events for cross-client sync streams. |
+| `error` | Terminal failure. Carries a stable `code` for client switching and a human-readable `detail`. |
+
+<Note>
+Payloads are **flat JSON**. The wire-level `event:` field already names the event type, so do **not** wrap the payload in `{"type": ..., "data": ...}`. Include the canonical resource UUID on terminal events so reconnecting clients can reconcile via REST.
+</Note>
+
+## Authentication
+
+SSE endpoints use the same authentication stack as the rest of the API. Non-browser clients (CLI, programmatic) send the standard `Authorization` header — JWT or API key.
+
+Browser `EventSource` is the only widely available SSE client API and it **cannot set custom headers**. For that case only, the endpoint accepts a JWT via the `?access_token=<jwt>` query parameter. The header always wins when present — a header is intentional, while a query parameter can leak into referers and logs, so it is consulted only as a fallback.
+
+```javascript
+// Browser
+const es = new EventSource(
+  `/api/v1/scans/${scanId}/event-stream?access_token=${jwt}`
+);
+```
+
+```bash
+# CLI / programmatic — header, exactly like every other endpoint
+curl -N -H "Authorization: Bearer $JWT" \
+  https://<host>/api/v1/scans/$SCAN_ID/event-stream
+```
+
+## Tenant isolation & security model
+
+Authorization is enforced at two layers:
+
+1. **At connect**, `get_channels` runs under the regular DRF stack inside the tenant transaction (`rls_transaction`). Resource lookups are RLS-scoped, so a user cannot even resolve a channel for a resource they cannot see. Narrow the queryset further (e.g. `created_by=request.user`) when a resource is per-user within a tenant.
+2. **After connect**, `SSEChannelManager.can_read_channel` re-verifies tenant membership by parsing the tenant id embedded in the channel name. Cross-tenant subscription is rejected even if a URL-level check ever has a bug. A malformed channel name is treated as "not authorized".
+
+Because the tenant id lives inside the channel name, this gate works for any feature without the platform knowing anything about it.
+
+## Reconnect & state recovery
+
+The platform deliberately ships **without server-side replay** (`is_channel_reliable` returns `False`). When a client reconnects, it does **not** receive missed events. Instead:
+
+- Terminal events (`*.end`) carry the canonical resource **UUID**.
+- On reconnect, the client refetches the authoritative state from the normal REST endpoint using that id.
+
+Design your event payloads accordingly: deltas are ephemeral and concatenated in-flight; the durable truth always lives behind a REST resource.
+
+## Local development
+
+- The dev and production entrypoints both launch Gunicorn with the `asgi` worker (`config.asgi:application`). In dev, `DJANGO_DEBUG=True` enables hot reload; `preload_app` is automatically disabled under debug so edited code is picked up.
+- SSE uses a **dedicated Valkey database** (`EVENTSTREAM_VALKEY_DB`, default `2`) kept separate from the Celery broker so a noisy broker cannot crowd out streaming traffic. It reuses the same `VALKEY_*` connection settings as the rest of the platform.
+
+| Env var | Default | Purpose |
+|---------|---------|---------|
+| `EVENTSTREAM_VALKEY_DB` | `2` | Valkey DB index for the SSE Pub/Sub bus |
+| `DJANGO_WORKER_CLASS` | `asgi` | Gunicorn worker class |
+
+Test the stream end to end with `curl -N` (disable buffering) and an auth header:
+
+```bash
+curl -N -H "Authorization: Bearer $JWT" \
+  http://localhost:8080/api/v1/scans/$SCAN_ID/event-stream
+```
+
+## Testing
+
+The platform basis is covered by `api/tests/test_sse.py` (channel parsing, the tenant gate, and auth precedence). For a feature endpoint, test:
+
+- `get_channels` returns the expected channel for an authorized resource and raises `NotFound`/`PermissionDenied` otherwise.
+- Each `publish_<event>` helper emits the correct event type and flat payload (mock `send_event`).
+- The producer builds the channel with `make_channel_name` using the resource's own `tenant_id`.

docs/docs.json

@@ -359,6 +359,13 @@
                   "user-guide/providers/okta/getting-started-okta",
                   "user-guide/providers/okta/authentication"
                 ]
+              },
+              {
+                "group": "Linode",
+                "pages": [
+                  "user-guide/providers/linode/getting-started-linode",
+                  "user-guide/providers/linode/authentication"
+                ]
               }
             ]
           },
@@ -395,7 +402,8 @@
               "developer-guide/lighthouse-architecture",
               "developer-guide/mcp-server",
               "developer-guide/ai-skills",
-              "developer-guide/prowler-studio"
+              "developer-guide/prowler-studio",
+              "developer-guide/server-sent-events"
             ]
           },
           {
@@ -416,6 +424,7 @@
             "group": "Miscellaneous",
             "pages": [
               "developer-guide/documentation",
+              "developer-guide/environment-variables",
               {
                 "group": "Testing",
                 "pages": [

docs/getting-started/installation/prowler-app.mdx

@@ -128,8 +128,8 @@ To update the environment file:
 Edit the `.env` file and change version values:
 
 ```env
-PROWLER_UI_VERSION="5.29.0"
-PROWLER_API_VERSION="5.29.0"
+PROWLER_UI_VERSION="5.30.0"
+PROWLER_API_VERSION="5.30.0"
 ```
 
 <Note>

docs/getting-started/installation/prowler-cli.mdx

@@ -4,7 +4,7 @@ title: 'Installation'
 
 ## Installation
 
-To install Prowler as a Python package, use `Python >= 3.10, <= 3.12`. Prowler is available as a project in [PyPI](https://pypi.org/project/prowler/):
+To install Prowler as a Python package, use `Python >= 3.10, <= 3.13`. Prowler is available as a project in [PyPI](https://pypi.org/project/prowler/):
 
 <Tabs>
   <Tab title="pipx">
@@ -12,7 +12,7 @@ To install Prowler as a Python package, use `Python >= 3.10, <= 3.12`. Prowler i
 
     _Requirements_:
 
-    * `Python >= 3.10, <= 3.12`
+    * `Python >= 3.10, <= 3.13`
     * `pipx` installed: [pipx installation](https://pipx.pypa.io/stable/installation/).
     * AWS, GCP, Azure and/or Kubernetes credentials
 
@@ -30,7 +30,7 @@ To install Prowler as a Python package, use `Python >= 3.10, <= 3.12`. Prowler i
 
     _Requirements_:
 
-    * `Python >= 3.10, <= 3.12`
+    * `Python >= 3.10, <= 3.13`
     * `Python pip >= 21.0.0`
     * AWS, GCP, Azure, M365 and/or Kubernetes credentials
 
@@ -81,7 +81,7 @@ To install Prowler as a Python package, use `Python >= 3.10, <= 3.12`. Prowler i
   <Tab title="Amazon Linux 2">
     _Requirements_:
 
-    * `Python >= 3.10, <= 3.12`
+    * `Python >= 3.10, <= 3.13`
     * AWS, GCP, Azure and/or Kubernetes credentials
 
     _Commands_:
@@ -96,8 +96,8 @@ To install Prowler as a Python package, use `Python >= 3.10, <= 3.12`. Prowler i
   <Tab title="Ubuntu">
     _Requirements_:
 
-    * `Ubuntu 23.04` or above. For older Ubuntu versions, check [pipx installation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#__tabbed_1_1) and ensure `Python >= 3.10, <= 3.12` is installed.
-    * `Python >= 3.10, <= 3.12`
+    * `Ubuntu 23.04` or above. For older Ubuntu versions, check [pipx installation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#__tabbed_1_1) and ensure `Python >= 3.10, <= 3.13` is installed.
+    * `Python >= 3.10, <= 3.13`
     * AWS, GCP, Azure and/or Kubernetes credentials
 
     _Commands_:

docs/troubleshooting.mdx

@@ -2,6 +2,8 @@
 title: 'Troubleshooting'
 ---
 
+import { VersionBadge } from "/snippets/version-badge.mdx"
+
 ## Running `prowler` I get `[File: utils.py:15] [Module: utils] CRITICAL: path/redacted: OSError[13]`
 
 That is an error related to file descriptors or opened files allowed by your operating system.
@@ -81,6 +83,39 @@ docker compose down
 docker compose up -d
 ```
 
+### Worker Uses Too Much Memory on Hosts with Many CPUs
+
+<VersionBadge version="5.31.0" />
+
+When Prowler App runs self-hosted on a machine or Kubernetes node with many CPUs,
+the Celery worker may create one prefork process per detected CPU if concurrency
+is not configured explicitly. Each process loads the SDK runtime and cloud
+provider clients, so idle memory can be high and worker containers can be
+terminated by their memory limit.
+
+Set `DJANGO_CELERY_WORKER_CONCURRENCY` in the worker runtime environment to cap
+the number of prefork processes:
+
+```yaml
+services:
+  worker:
+    environment:
+      DJANGO_CELERY_WORKER_CONCURRENCY: "4"
+```
+
+For Kubernetes deployments, set the same variable on the worker Deployment:
+
+```yaml
+env:
+  - name: DJANGO_CELERY_WORKER_CONCURRENCY
+    value: "4"
+```
+
+Lower values reduce idle memory and the number of tasks a worker can run in
+parallel. Increase the value only when the worker has enough memory for the
+expected scan workload. Leaving the variable unset preserves Celery's default
+CPU-based concurrency.
+
 ### API Container Fails to Start with JWT Key Permission Error
 
 See [GitHub Issue #8897](https://github.com/prowler-cloud/prowler/issues/8897) for more details.
@@ -201,35 +236,29 @@ When running Prowler behind a reverse proxy (nginx, Traefik, etc.) or load balan
 
 **Root Cause:**
 
-Next.js environment variables prefixed with `NEXT_PUBLIC_` are **bundled at build time**, not runtime. The pre-built Docker images from Docker Hub (`prowlercloud/prowler-ui:stable`) are built with default internal URLs. Simply setting `NEXT_PUBLIC_API_BASE_URL` in your `.env` file or environment variables and restarting the container will **NOT** work because these values are already compiled into the JavaScript bundle.
+The API base and docs URLs are resolved from the container environment **at runtime**. A single pre-built Docker image (`prowlercloud/prowler-ui:stable`) therefore serves any environment: point the URLs at your external domain and restart the container — no rebuild is required.
 
 **Solution:**
 
-You must **rebuild** the UI Docker image with your external URL:
-
-```bash
-# Clone the repository (if you haven't already)
-git clone https://github.com/prowler-cloud/prowler.git
-cd prowler/ui
-
-# Build with your external URL as a build argument
-docker build \
-  --build-arg NEXT_PUBLIC_API_BASE_URL=https://prowler.example.com/api/v1 \
-  --build-arg NEXT_PUBLIC_API_DOCS_URL=https://prowler.example.com/api/v1/docs \
-  -t prowler-ui-custom:latest \
-  --target prod \
-  .
-```
-
-Then update your `docker-compose.yml` to use your custom image instead of the pre-built one:
+Set the runtime environment variables to your external URL and restart the UI container:
 
 ```yaml
 services:
   ui:
-    image: prowler-ui-custom:latest  # Use your custom-built image
+    image: prowlercloud/prowler-ui:stable
+    environment:
+      UI_API_BASE_URL: https://prowler.example.com/api/v1
+      UI_API_DOCS_URL: https://prowler.example.com/api/v1/docs
     # ... rest of configuration
 ```
 
+The same values can be supplied through your `.env` file:
+
+```bash
+UI_API_BASE_URL=https://prowler.example.com/api/v1
+UI_API_DOCS_URL=https://prowler.example.com/api/v1/docs
+```
+
 <Note>
-The `NEXT_PUBLIC_` prefix is a Next.js convention that exposes environment variables to the browser. Since the browser bundle is compiled during `docker build`, these variables must be provided as build arguments, not runtime environment variables.
+Earlier releases inlined these values into the JavaScript bundle at build time (via the `NEXT_PUBLIC_` prefix) and required a rebuild with `--build-arg`. That is no longer necessary: `UI_API_BASE_URL` and `UI_API_DOCS_URL` are read at container start, so updating them and restarting is sufficient.
 </Note>

docs/user-guide/cli/tutorials/configuration_file.mdx

@@ -10,14 +10,20 @@ prowler/config/config.yaml
 
 Additionally, you can input a custom configuration file using the `--config-file` argument.
 
+<Note>
+Numeric thresholds enforce hard limits. A value outside the accepted range is dropped with a warning and the check falls back to its built-in default. See [Configuration Value Limits](/developer-guide/configurable-checks#configuration-value-limits) for the exact range of every bounded option (max-days caps, percentages, counts, etc.).
+</Note>
+
 ## AWS
 
 ### Configurable Checks
+
 The following list includes all the AWS checks with configurable variables that can be changed in the configuration yaml file:
 
 | Check Name                                                    | Value                                            | Type            |
 |---------------------------------------------------------------|--------------------------------------------------|-----------------|
 | `acm_certificates_expiration_check`                           | `days_to_expire_threshold`                       | Integer         |
+| `acmpca_certificate_authority_pqc_key_algorithm`              | `acmpca_pqc_key_algorithms`                      | List of Strings |
 | `appstream_fleet_maximum_session_duration`                    | `max_session_duration_seconds`                   | Integer         |
 | `appstream_fleet_session_disconnect_timeout`                  | `max_disconnect_timeout_in_seconds`              | Integer         |
 | `appstream_fleet_session_idle_disconnect_timeout`             | `max_idle_disconnect_timeout_in_seconds`         | Integer         |
@@ -55,6 +61,9 @@ The following list includes all the AWS checks with configurable variables that
 | `elasticache_redis_cluster_backup_enabled`                    | `minimum_snapshot_retention_period`              | Integer         |
 | `elb_is_in_multiple_az`                                       | `elb_min_azs`                                    | Integer         |
 | `elbv2_is_in_multiple_az`                                     | `elbv2_min_azs`                                  | Integer         |
+| `rolesanywhere_trust_anchor_pqc_pki`                          | `rolesanywhere_pqc_pca_key_algorithms`           | List of Strings |
+| `cloudfront_distributions_pqc_tls_enabled`                    | `cloudfront_pqc_min_protocol_versions`           | List of Strings |
+| `apigateway_domain_name_pqc_tls_enabled`                      | `apigateway_pqc_tls_allowed_policies`            | List of Strings |
 | `guardduty_is_enabled`                                        | `mute_non_default_regions`                       | Boolean         |
 | `iam_user_access_not_stale_to_sagemaker`                      | `max_unused_sagemaker_access_days`               | Integer         |
 | `iam_user_accesskey_unused`                                   | `max_unused_access_keys_days`                    | Integer         |
@@ -67,6 +76,7 @@ The following list includes all the AWS checks with configurable variables that
 | `secretsmanager_secret_rotated_periodically`                  | `max_days_secret_unrotated`                      | Integer         |
 | `ssm_document_secrets`                                        | `secrets_ignore_patterns`                        | List of Strings |
 | `trustedadvisor_premium_support_plan_subscribed`              | `verify_premium_support_plans`                   | Boolean         |
+| `transfer_server_pqc_ssh_kex_enabled`                        | `transfer_pqc_ssh_allowed_policies`              | List of Strings |
 | `dynamodb_table_cross_account_access`                         | `trusted_account_ids`                            | List of Strings |
 | `eventbridge_bus_cross_account_access`                        | `trusted_account_ids`                            | List of Strings |
 | `eventbridge_schema_registry_cross_account_access`            | `trusted_account_ids`                            | List of Strings |

docs/user-guide/cookbooks/cicd-pipeline.mdx

@@ -127,7 +127,7 @@ Add the following to `.gitlab-ci.yml`:
 
 ```yaml
 prowler-scan:
-  image: python:3.12-slim
+  image: python:3.13-slim
   stage: test
   script:
     - pip install prowler
@@ -154,7 +154,7 @@ stages:
   - security
 
 .prowler-base:
-  image: python:3.12-slim
+  image: python:3.13-slim
   stage: security
   before_script:
     - pip install prowler

docs/user-guide/providers/gcp/authentication.mdx

@@ -138,6 +138,10 @@ To keep permissions focused:
 
 4. Continue through the wizard and finish. No principals need to be granted access in step 3 unless you want other identities to impersonate this account.
 
+<Note>
+To use this service account with `--organization-id`, additionally grant `roles/cloudasset.viewer` at the organization node and enable the Cloud Asset API in the service account's host project. See [Scanning a Specific GCP Organization](./organization). Without these, organization-wide scans silently fall back to listing only the projects accessible to the service account.
+</Note>
+
 ### Step 3: Generate a JSON Key
 
 1. Open the newly created service account, move to the **Keys** tab, and choose **Add key > Create new key**.

docs/user-guide/providers/gcp/organization.mdx

@@ -11,8 +11,19 @@ prowler gcp --organization-id organization-id
 ```
 
 <Warning>
-Ensure the credentials used have one of the following roles at the organization level:
-Cloud Asset Viewer (`roles/cloudasset.viewer`), or Cloud Asset Owner (`roles/cloudasset.owner`).
+Ensure the credentials used have one of the following roles bound **at the organization node** (not at a project): Cloud Asset Viewer (`roles/cloudasset.viewer`) or Cloud Asset Owner (`roles/cloudasset.owner`). The role must be bound directly on the organization so the Cloud Asset API can enumerate projects across the whole hierarchy.
+
+```bash
+gcloud organizations add-iam-policy-binding <organization-id> \
+  --member="serviceAccount:<service-account-email>" \
+  --role="roles/cloudasset.viewer"
+```
+
+The Cloud Asset API (`cloudasset.googleapis.com`) must also be enabled in the project that owns the credentials (the service account's host project, or the quota project for user credentials):
+
+```bash
+gcloud services enable cloudasset.googleapis.com --project <credentials-project-id>
+```
 
 </Warning>
 <Note>

docs/user-guide/providers/linode/authentication.mdx

@@ -0,0 +1,97 @@
+---
+title: "Linode Authentication in Prowler"
+---
+
+import { VersionBadge } from "/snippets/version-badge.mdx"
+
+<VersionBadge version="5.31.0" />
+
+Prowler for Linode uses a **Personal Access Token** (PAT) for authentication. Prowler reads the token **exclusively** from the `LINODE_TOKEN` environment variable, so the secret is never exposed in shell history or process listings. There are no credential CLI flags.
+
+## Required Permissions
+
+Prowler requires read-only access to your Linode account. The following OAuth scopes are needed on the Personal Access Token:
+
+| Scope | Access | Description |
+|-------|--------|-------------|
+| `account` | `Read Only` | Required to list users and verify account identity |
+| `linodes` | `Read Only` | Required to list instances and their configurations |
+| `firewall` | `Read Only` | Required to list firewalls and their rules |
+
+<Warning>
+Ensure the token has all required scopes. Missing permissions will cause some checks to fail or return incomplete results.
+</Warning>
+
+---
+
+## Personal Access Token
+
+### Step 1: Create a Personal Access Token
+
+1. Log into the [Linode Cloud Manager](https://cloud.linode.com).
+2. Click on your username in the top-right corner, then select **API Tokens** under the "My Profile" section.
+3. Click **Create a Personal Access Token**.
+4. Configure the token:
+   - **Label:** A descriptive name (e.g., "Prowler Security Scanner")
+   - **Expiry:** Set an appropriate expiration (e.g., 6 months)
+   - **Permissions:** Set the following scopes to **Read Only**:
+     - Account
+     - Linodes
+     - Firewall
+   - All other scopes can be set to **No Access**
+5. Click **Create Token**.
+6. Copy the token immediately — it will not be shown again.
+
+### Step 2: Configure Authentication
+
+Set the `LINODE_TOKEN` environment variable:
+
+```bash
+export LINODE_TOKEN="your-personal-access-token"
+```
+
+Then run Prowler:
+
+```bash
+prowler linode
+```
+
+---
+
+## Verifying Authentication
+
+To verify that Prowler can connect to your Linode account, run:
+
+```bash
+prowler linode --list-checks
+```
+
+If authentication succeeds, you will see a list of available checks. If it fails, Prowler will display an error message indicating the credentials issue.
+
+---
+
+## CI/CD Integration
+
+For automated pipelines, set the token as a secret environment variable:
+
+**GitHub Actions:**
+
+```yaml
+env:
+  LINODE_TOKEN: ${{ secrets.LINODE_TOKEN }}
+
+steps:
+  - name: Run Prowler
+    run: prowler linode
+```
+
+**GitLab CI:**
+
+```yaml
+variables:
+  LINODE_TOKEN: $LINODE_TOKEN
+
+prowler_scan:
+  script:
+    - prowler linode
+```

docs/user-guide/providers/linode/getting-started-linode.mdx

@@ -0,0 +1,61 @@
+---
+title: 'Getting Started With Linode on Prowler'
+---
+
+import { VersionBadge } from "/snippets/version-badge.mdx"
+
+<VersionBadge version="5.31.0" />
+
+Prowler for Linode scans your Linode infrastructure for security misconfigurations, including compute settings, networking rules, user account security, and more.
+
+<Note>
+Linode support in Prowler is community-maintained. For commercial support or to request additional service coverage, [contact us](https://prowler.com/contact).
+</Note>
+
+## Prerequisites
+
+Set up authentication for Linode with the [Linode Authentication](/user-guide/providers/linode/authentication) guide before starting:
+
+- Create a Linode Personal Access Token with read-only permissions
+- The token requires at minimum: `account:read_only`, `linodes:read_only`, and `firewall:read_only` scopes
+
+## Prowler CLI
+
+### Run Prowler for Linode
+
+Once authenticated with a Personal Access Token, set the `LINODE_TOKEN` environment variable and run Prowler for Linode. Prowler reads the token exclusively from the environment variable, so the secret is never exposed in shell history or process listings:
+
+```bash
+export LINODE_TOKEN="your-personal-access-token"
+prowler linode
+```
+
+### Run Specific Checks
+
+```bash
+prowler linode --checks compute_instance_backups_enabled compute_instance_watchdog_enabled
+```
+
+### Run a Specific Service
+
+```bash
+prowler linode --services networking
+```
+
+### Scan Specific Regions
+
+Use `--region` (alias `--filter-region` / `-f`) to limit the scan to one or more Linode regions. Region-less resources (account administration and Cloud Firewalls) are always scanned; only regional resources such as instances are filtered. When the flag is omitted, all regions are scanned.
+
+```bash
+prowler linode --region eu-central us-east
+```
+
+## Available Services
+
+Prowler for Linode currently supports the following services:
+
+| Service | Description |
+|---------|-------------|
+| `administration` | Account administration includes users and access controls such as two-factor authentication |
+| `compute` | Compute includes Linode instances and their workload configuration |
+| `networking` | Networking includes Cloud Firewalls and their stateful network rules |

docs/user-guide/tutorials/prowler-app-sso-google-workspace.mdx

@@ -108,10 +108,10 @@ Prowler App updates user attributes each time a user logs in. Any changes made i
 The `userType` attribute controls which Prowler role is assigned to the user:
 
 - If `userType` matches an existing Prowler role name, the user receives that role automatically.
-- If `userType` does not match any existing role, Prowler App creates a new role with that name **without permissions**.
-- If `userType` is not set, the user receives the `no_permissions` role.
+- If `userType` does not match any existing role, Prowler App creates a new role with that name **with read-only access** (visibility over all providers, no management permissions). A Prowler administrator can adjust its permissions afterward through the [RBAC Management](/user-guide/tutorials/prowler-app-rbac) tab.
+- If `userType` is not set, the user's existing roles are left unchanged.
 
-In all cases where the resulting role has no permissions, a Prowler administrator must configure the appropriate permissions through the [RBAC Management](/user-guide/tutorials/prowler-app-rbac) tab. The `userType` value is **case-sensitive** - for example, `Backend` and `backend` are treated as different roles.
+The `userType` value is **case-sensitive** - for example, `Backend` and `backend` are treated as different roles.
 
 </Warning>
 
@@ -223,9 +223,9 @@ To test the `userType` → role mapping, set the **Department** attribute in the
 After a successful SSO login, the user profile in Prowler App reflects the attributes sent by Google Workspace:
 
 - **Name**: Populated from the `firstName` and `lastName` attributes.
-- **Role**: Created automatically from the `userType` attribute (e.g., `Backend`). If the role did not exist previously, it is created with no permissions by default.
-- **Permissions**: In the screenshot below, the user has no permissions because the `Backend` role did not exist prior to login and was created automatically without any permissions. To resolve this, a Prowler administrator can either:
-  - Assign the appropriate permissions to the new role via the [RBAC Management](/user-guide/tutorials/prowler-app-rbac) tab.
+- **Role**: Created automatically from the `userType` attribute (e.g., `Backend`). If the role did not exist previously, it is created with read-only access by default.
+- **Permissions**: If the assigned permissions need to be adjusted, a Prowler administrator can either:
+  - Edit the permissions of the new role via the [RBAC Management](/user-guide/tutorials/prowler-app-rbac) tab.
   - Set the `userType` attribute in the IdP to match an existing Prowler role that already has the desired permissions. The updated role is applied on the next SAML login.
 
 For more details on role assignment behavior and attribute mapping, refer to the [SAML SSO Configuration](/user-guide/tutorials/prowler-app-sso#configure-attribute-mapping-in-the-idp) page.

docs/user-guide/tutorials/prowler-app-sso.mdx

@@ -87,7 +87,7 @@ Choose a Method:
         |----------------|---------------------------------------------------------------------------------------------------------|----------|
         | `firstName`    | The user's first name.                                                                                  | Yes      |
         | `lastName`     | The user's last name.                                                                                   | Yes      |
-        | `userType`     | Determines which Prowler role the user receives (e.g., `admin`, `auditor`). If a role with that name already exists, the user receives it automatically; if it does not exist, Prowler App creates a new role with that name without permissions. If `userType` is not defined, the user is assigned the `no_permissions` role. Role permissions can be edited in the [RBAC Management tab](/user-guide/tutorials/prowler-app-rbac). | No       |
+        | `userType`     | Determines which Prowler role the user receives (e.g., `admin`, `auditor`). If a role with that name already exists, the user receives it automatically; if it does not exist, Prowler App creates a new role with that name with read-only access (visibility over all providers, no management permissions). If `userType` is not defined, the user's existing roles are left unchanged. Role permissions can be edited in the [RBAC Management tab](/user-guide/tutorials/prowler-app-rbac). | No       |
         | `organization` | The user's company name.                                                                                | No       |
 
         <Info>
@@ -140,7 +140,7 @@ Choose a Method:
             ![Okta User Profile — First Name and Last Name](/images/prowler-app/saml/okta-user-profile-name.png)
 
             * **Organization** (`organization`): Maps to the company name displayed in Prowler App. This attribute is optional.
-            * **User type** (`userType`): Determines the Prowler role assigned to the user. This attribute is **case-sensitive** and must match the exact name of an existing role in Prowler App.
+            * **User type** (`userType`): Determines the Prowler role assigned to the user. This attribute is **case-sensitive**: if it matches the exact name of an existing role in Prowler App the user receives that role; if no role with that name exists, a new one is created with read-only access.
 
             ![Okta User Profile — User Type and Organization](/images/prowler-app/saml/okta-user-profile-attributes.png)
 
@@ -152,14 +152,10 @@ Choose a Method:
             The `userType` attribute controls which Prowler role is assigned to the user:
 
             * If a role with the specified name already exists in Prowler App, the user automatically receives that role.
-            * If the role does not exist, Prowler App creates a new role with that exact name but without any permissions, preventing the user from performing any actions.
-            * If `userType` is not defined in the user's Okta profile, the user is assigned the `no_permissions` role.
+            * If the role does not exist, Prowler App creates a new role with that exact name with read-only access: the user can see all providers and their findings but cannot manage anything. A Prowler administrator (a user whose role includes the "Manage Account" permission) can adjust its permissions afterward through the [RBAC Management tab](/user-guide/tutorials/prowler-app-rbac).
+            * If `userType` is not defined in the user's Okta profile, the user's existing roles in Prowler App are left unchanged.
 
-            In all cases where the resulting role has no permissions, a Prowler administrator (a user whose role includes the "Manage Account" permission) must configure the appropriate permissions through the [RBAC Management tab](/user-guide/tutorials/prowler-app-rbac).
-
-            This behavior is intentional: by defaulting to no permissions, Prowler App ensures that a misconfiguration in Okta cannot inadvertently grant elevated access.
-
-            **Example:** To assign the `IT` role to a user, set the `userType` value to `IT` in Okta. If a role named `IT` already exists in Prowler App, the user receives it automatically upon login. If it does not exist, Prowler App creates a new role called `IT` without permissions, and a Prowler administrator must configure the desired permissions for it.
+            **Example:** To assign the `IT` role to a user, set the `userType` value to `IT` in Okta. If a role named `IT` already exists in Prowler App, the user receives it automatically upon login. If it does not exist, Prowler App creates a new role called `IT` with read-only access, and a Prowler administrator can adjust its permissions as needed.
 
             </Warning>
 

mcp_server/Dockerfile

@@ -1,7 +1,7 @@
 # =============================================================================
 # Build stage - Install dependencies and build the application
 # =============================================================================
-FROM ghcr.io/astral-sh/uv:python3.13-alpine@sha256:8f53782bb232ab0b5558f3071e86e2bbfde884e18815f2b19cc57f2d336e9ee2 AS builder
+FROM ghcr.io/astral-sh/uv:0.11.21-python3.13-alpine3.23@sha256:f09cc61ffc001f202701fdeae14dbdd50f6ca4cfcf248f41fd3234a302c8534f AS builder
 
 WORKDIR /app
 
@@ -25,7 +25,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
 # =============================================================================
 # Final stage - Minimal runtime environment
 # =============================================================================
-FROM python:3.13-alpine@sha256:bb1f2fdb1065c85468775c9d680dcd344f6442a2d1181ef7916b60a623f11d40
+FROM python:3.13.14-alpine3.23@sha256:b0513989fa9be54569cac73f48a60320b74bb0f9ffa886568eea7e48a2432c04
 
 LABEL maintainer="https://github.com/prowler-cloud"
 

mcp_server/uv.lock

@@ -857,11 +857,11 @@ wheels = [
 
 [[package]]
 name = "pyjwt"
-version = "2.12.1"
+version = "2.13.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c2/27/a3b6e5bf6ff856d2509292e95c8f57f0df7017cf5394921fc4e4ef40308a/pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b", size = 102564, upload-time = "2026-03-13T19:27:37.25Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/81/58d0ac84e1ef3a3843791d6954d94c0b33d526c75eeb1efbce9d0a4c4077/pyjwt-2.13.0.tar.gz", hash = "sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423", size = 107515, upload-time = "2026-05-21T19:54:36.618Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e5/7a/8dd906bd22e79e47397a61742927f6747fe93242ef86645ee9092e610244/pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c", size = 29726, upload-time = "2026-03-13T19:27:35.677Z" },
+    { 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]
@@ -1132,15 +1132,15 @@ wheels = [
 
 [[package]]
 name = "starlette"
-version = "1.0.0"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/81/69/17425771797c36cded50b7fe44e850315d039f28b15901ab44839e70b593/starlette-1.0.0.tar.gz", hash = "sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149", size = 2655289, upload-time = "2026-03-22T18:29:46.779Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0b/c9/584bc9651441b4ba60cc4d557d8a547b5aff901af35bda3a4ee30c819b82/starlette-1.0.0-py3-none-any.whl", hash = "sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b", size = 72651, upload-time = "2026-03-22T18:29:45.111Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
 ]
 
 [[package]]