perf(ui): stream findings page and lazy-load check filter

docs(introduction): list UI and API support for Okta (#12881 )
fix(ui): stop offering reports and compliance for partial scans (#12880 )
2026-10-04 02:04:06 +00:00 · 2026-09-25 13:40:07 +02:00 · 2026-09-25 10:16:53 +02:00 · 2026-09-25 10:09:33 +02:00 · 2026-09-24 15:35:19 +02:00 · 2026-09-24 13:54:15 +02:00
1201 changed files with 109320 additions and 10085 deletions
@@ -110,11 +110,27 @@ DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY=""
 DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN=""

 # The AWS region where your S3 bucket is located (e.g., "us-east-1")
+# Required if the bucket uses SSE-KMS: download URLs are then signed with SigV4, which
+# is scoped to this region, so it must match the bucket's
 DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION=""

 # The name of the S3 bucket where scan output should be stored
 DJANGO_OUTPUT_S3_AWS_OUTPUT_BUCKET=""

+# The storage endpoint the API and Celery workers use to upload and list scan output
+# (e.g. "http://minio:9000"). Leave empty on AWS S3. Set it when scan output is stored on
+# S3-compatible object storage such as MinIO instead of real S3.
+# If set without DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL below, report download URLs are
+# signed against this internal host, and a browser outside the container network cannot open them.
+DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL=""
+
+# The storage address the browser can reach, used only to sign report download URLs
+# (e.g. "https://storage.example.com"). Leave empty on AWS S3. Set it when storage is
+# only reachable inside the container network, such as MinIO on "http://minio:9000".
+# The reverse proxy in front of it must forward the Host header unchanged: SigV4 signs
+# Host, so rewriting it to the internal name invalidates the signature.
+DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL=""
+
 # Django settings
 DJANGO_ALLOWED_HOSTS=localhost,127.0.0.1,prowler-api
 DJANGO_BIND_ADDRESS=0.0.0.0
@@ -158,7 +174,7 @@ SENTRY_RELEASE=local
 # REO_DEV_CLIENT_ID=

 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.39.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.44.0

 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
@@ -1,23 +1,23 @@
 # SDK
-/* @prowler-cloud/detection-remediation
-/prowler/ @prowler-cloud/detection-remediation
-/tests/ @prowler-cloud/detection-remediation
-/dashboard/ @prowler-cloud/detection-remediation
-/docs/ @prowler-cloud/detection-remediation
-/examples/ @prowler-cloud/detection-remediation
-/util/ @prowler-cloud/detection-remediation
-/contrib/ @prowler-cloud/detection-remediation
-/permissions/ @prowler-cloud/detection-remediation
-/codecov.yml @prowler-cloud/detection-remediation @prowler-cloud/api
+/* @prowler-cloud/engineering
+/prowler/ @prowler-cloud/engineering
+/tests/ @prowler-cloud/engineering
+/dashboard/ @prowler-cloud/engineering
+/docs/ @prowler-cloud/engineering
+/examples/ @prowler-cloud/engineering
+/util/ @prowler-cloud/engineering
+/contrib/ @prowler-cloud/engineering
+/permissions/ @prowler-cloud/engineering
+/codecov.yml @prowler-cloud/engineering

 # API
-/api/ @prowler-cloud/api
+/api/ @prowler-cloud/engineering

 # UI
-/ui/ @prowler-cloud/ui
+/ui/ @prowler-cloud/engineering

 # AI
-/mcp_server/ @prowler-cloud/detection-remediation
+/mcp_server/ @prowler-cloud/engineering

 # Platform
 /.github/ @prowler-cloud/platform
@@ -46,6 +46,17 @@ runs:
      env:
        GITHUB_TOKEN: ${{ github.token }}
      run: |
+        if grep -q "prowler-cloud/prowler" uv.lock; then
+          :
+        else
+          status=$?
+          if [ "$status" -ne 1 ]; then
+            echo "::error::grep failed reading uv.lock (exit code $status)."
+            exit "$status"
+          fi
+          echo "No prowler-cloud/prowler entry in uv.lock, nothing to update."
+          exit 0
+        fi
        LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
          -H "Accept: application/vnd.github+json" \
@@ -66,6 +77,17 @@ runs:
      env:
        GITHUB_TOKEN: ${{ github.token }}
      run: |
+        if grep -q "prowler-cloud/prowler" uv.lock; then
+          :
+        else
+          status=$?
+          if [ "$status" -ne 1 ]; then
+            echo "::error::grep failed reading uv.lock (exit code $status)."
+            exit "$status"
+          fi
+          echo "No prowler-cloud/prowler entry in uv.lock, nothing to update."
+          exit 0
+        fi
        LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
          -H "Accept: application/vnd.github+json" \
@@ -64,7 +64,7 @@ runs:
        scanners: 'vuln'
        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.72.0'
+        version: 'v0.74.0'
      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
      env:
        TRIVY_IGNOREFILE: '.trivyignore.yaml'
@@ -81,7 +81,7 @@ runs:
        scanners: 'vuln'
        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.72.0'
+        version: 'v0.74.0'
      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
      env:
        TRIVY_IGNOREFILE: '.trivyignore.yaml'
@@ -199,7 +199,7 @@ You MUST structure your response using this EXACT format. Do NOT include anythin

 ### For Check Logic Bug

-```
+```markdown
 ### AI Assessment [Experimental]: Check Logic Bug

 **Component**: {component from issue template}
@@ -297,7 +297,7 @@ Write tests FIRST (TDD). The skills contain all testing conventions and patterns

 ### For Bug (non-check)

-```
+```markdown
 ### AI Assessment [Experimental]: Bug

 **Component**: {CLI/SDK | API | UI | Dashboard | MCP Server | Other}
@@ -378,7 +378,7 @@ Write tests FIRST (TDD). The skills contain all testing conventions and patterns

 ### For Already Fixed

-```
+```markdown
 ### AI Assessment [Experimental]: Already Fixed

 **Component**: {component}
@@ -401,7 +401,7 @@ Upgrade to the latest version. Close the issue as resolved.

 ### For Feature Request

-```
+```markdown
 ### AI Assessment [Experimental]: Feature Request

 **Component**: {component}
@@ -419,7 +419,7 @@ Upgrade to the latest version. Close the issue as resolved.

 ### For Not a Bug

-```
+```markdown
 ### AI Assessment [Experimental]: Not a Bug

 **Component**: {component}
@@ -440,7 +440,7 @@ Upgrade to the latest version. Close the issue as resolved.

 ### For Needs More Information

-```
+```markdown
 ### AI Assessment [Experimental]: Needs More Information

 **Component**: {component or "Unknown"}
@@ -52,6 +52,16 @@ provider/alibabacloud:
      - any-glob-to-any-file: "prowler/providers/alibabacloud/**"
      - any-glob-to-any-file: "tests/providers/alibabacloud/**"

+provider/huaweicloud:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/huaweicloud/**"
+      - any-glob-to-any-file: "tests/providers/huaweicloud/**"
+
+provider/image:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/image/**"
+      - any-glob-to-any-file: "tests/providers/image/**"
+
 provider/cloudflare:
  - changed-files:
      - any-glob-to-any-file: "prowler/providers/cloudflare/**"
@@ -82,6 +92,11 @@ provider/linode:
      - any-glob-to-any-file: "prowler/providers/linode/**"
      - any-glob-to-any-file: "tests/providers/linode/**"

+provider/stackit:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/stackit/**"
+      - any-glob-to-any-file: "tests/providers/stackit/**"
+
 github_actions:
  - changed-files:
      - any-glob-to-any-file: ".github/workflows/*"
@@ -8,11 +8,11 @@ These JSON templates are used with the `slackapi/slack-github-action` using the

 ### Available Templates

-**Container Releases**
+#### Container Releases
 - `container-release-started.json`: Simple one-line notification when container push starts
 - `container-release-completed.json`: Simple one-line notification when container release completes

-**Deployments**
+#### Deployments
 - `deployment-started.json`: Deployment start notification with Block Kit formatting
 - `deployment-completed.json`: Deployment completion notification (updates the start message)

@@ -416,17 +416,17 @@ For deployments that start with one message and update it with the final status:
 ### Container Release (Simple One-Line)

 **Start message:**
-```
+```text
 API container release 4.5.0 push started... View run
 ```

 **Completion message (success):**
-```
+```text
 [✓] API container release 4.5.0 push completed successfully! View run
 ```

 **Completion message (failure):**
-```
+```text
 [✗] API container release 4.5.0 push failed View run
 ```

@@ -451,6 +451,17 @@ modules:
    e2e:
      - ui/tests/home/**

+  - name: ui-registry
+    match:
+      - ui/actions/registry/**
+      - ui/app/**/registry/**
+      - ui/components/registry/**
+      - ui/lib/registry/**
+      - ui/tests/registry/**
+    tests: []
+    e2e:
+      - ui/tests/registry/**
+
  - name: ui-shadcn
    match:
      - ui/components/shadcn/**
@@ -39,7 +39,7 @@ jobs:

      - name: Check labels
        id: label_check
-        uses: agilepathway/label-checker@c3d16ad512e7cea5961df85ff2486bb774caf3c5 # v1.6.65
+        uses: agilepathway/label-checker@c324842522fbd012e4f590afe3b4e591301322ed # v1.6.66
        with:
          allow_failure: true
          prefix_mode: true
@@ -61,6 +61,7 @@ jobs:
            api.github.com:443
            github.com:443
            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
            pypi.org:443
            files.pythonhosted.org:443

@@ -55,6 +55,10 @@ jobs:
        # Pin must match .pre-commit-config.yaml so prek and CI behave identically.
        # pnpm dlx doesn't accept --ignore-scripts as a flag; the env var
        # disables postinstall scripts on transitives the same way.
+        #
+        # Files come from `git ls-files` because markdownlint doesn't traverse
+        # dot-directories, so `.github/**/*.md` went unlinted.
+        # `.markdownlintignore` still applies to the listed paths.
        env:
          pnpm_config_ignore_scripts: 'true'
-        run: pnpm dlx markdownlint-cli@0.45.0 '**/*.md'
+        run: git ls-files -z '*.md' | xargs -0 -r pnpm dlx markdownlint-cli@0.45.0 --
@@ -114,6 +114,8 @@ jobs:
          egress-policy: block
          allowed-endpoints: >
            auth.docker.io:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
            files.pythonhosted.org:443
            ghcr.io:443
            github.com:443
@@ -81,6 +81,8 @@ jobs:
            pkg-containers.githubusercontent.com:443
            files.pythonhosted.org:443
            pypi.org:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
            api.github.com:443
            mirror.gcr.io:443
            check.trivy.dev:443
@@ -113,7 +113,7 @@ jobs:

      - name: Publish prowler-mcp package to PyPI
        if: steps.pypi-check.outputs.skip != 'true'
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
        with:
          packages-dir: ${{ env.WORKING_DIRECTORY }}/dist/
          print-hash: true
@@ -35,6 +35,7 @@ jobs:
            api.github.com:443
            github.com:443
            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
            pypi.org:443
            files.pythonhosted.org:443

@@ -0,0 +1,196 @@
+name: 'SDK: Package Checks'
+
+# Rehearses the PyPI release on every packaging change and once a week, from the
+# consumer's side. Two incidents this guards against:
+#
+# - 5.38.0 shipped an unsatisfiable Requires-Dist (cryptography==50.0.0 while
+#   alibabacloud-tea-openapi and pyopenssl cap it below 49). A [tool.uv] override hid
+#   the conflict inside the repo; pip could not install the wheel and silently
+#   resolved `pip install prowler` to 5.37.1 for a week.
+# - 5.39.0 never published: an unpinned build backend started emitting core metadata
+#   2.5 and the twine bundled in the publish action rejected it.
+#
+# Both were only detectable at release time because nothing built and installed the
+# artifact earlier. The weekly run also catches releases yanked from PyPI after we
+# pinned them (zstd 1.5.7.3, "buggy - not thread safe", sat in uv.lock for months).
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+  schedule:
+    # Monday 06:00 UTC. Yanks and upstream releases happen without a commit here.
+    - cron: '0 6 * * 1'
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions: {}
+
+env:
+  # Must equal the twine bundled in the pypa/gh-action-pypi-publish pin used by
+  # sdk-pypi-release.yml (requirements/runtime.txt in that repo at the pinned tag).
+  # A metadata check that passes here must pass there.
+  TWINE_VERSION: '7.0.0'
+
+jobs:
+  changes:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      # Scheduled and manual runs always execute; pushes and PRs only when a packaging
+      # input changed. Jobs skipped this way still report success to branch protection.
+      run: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' || steps.filter.outputs.any_changed == 'true' }}
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+
+      - name: Checkout repository
+        if: github.event_name == 'push' || github.event_name == 'pull_request'
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          # zizmor: ignore[artipacked]
+          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
+
+      - name: Detect packaging changes
+        if: github.event_name == 'push' || github.event_name == 'pull_request'
+        id: filter
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            pyproject.toml
+            uv.lock
+            README.md
+            util/replicate_pypi_package.py
+            util/check_yanked_pins.py
+            api/pyproject.toml
+            api/uv.lock
+            mcp_server/pyproject.toml
+            mcp_server/uv.lock
+            .github/workflows/sdk-package-checks.yml
+            .github/workflows/sdk-pypi-release.yml
+            .github/actions/setup-python-uv/**
+
+  install-from-wheel:
+    needs: changes
+    if: needs.changes.outputs.run == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version:
+          - '3.10'
+          - '3.11'
+          - '3.12'
+          - '3.13'
+        package:
+          - 'prowler'
+        include:
+          # prowler-cloud is the same tree renamed by util/replicate_pypi_package.py;
+          # one Python is enough to prove the rename and its build still work.
+          - python-version: '3.12'
+            package: 'prowler-cloud'
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Setup Python with uv
+        uses: ./.github/actions/setup-python-uv
+        with:
+          python-version: ${{ matrix.python-version }}
+          install-dependencies: 'false'
+
+      - name: Rename package to prowler-cloud
+        if: matrix.package == 'prowler-cloud'
+        run: |
+          pip install --no-cache-dir toml
+          python util/replicate_pypi_package.py
+
+      - name: Build sdist and wheel
+        run: uv build
+
+      - name: Check metadata with the release workflow's twine
+        run: uvx --from "twine==${TWINE_VERSION}" twine check --strict dist/*
+
+      - name: Install the wheel with pip into a clean virtualenv
+        # Plain pip, --isolated, from outside the repo: consumers never see [tool.uv]
+        # override-dependencies or constraint-dependencies, so neither does this step.
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir "${GITHUB_WORKSPACE}"/dist/*.whl
+
+      - name: Smoke test the installed CLI
+        run: |
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/prowler" --version
+          # Loads every AWS check module from the installed wheel: catches files missing
+          # from the package. grep fails the step if the summary line never appears.
+          "${RUNNER_TEMP}/consumer/bin/prowler" aws --list-checks | grep 'available checks'
+
+  pinned-releases-not-yanked:
+    needs: changes
+    if: needs.changes.outputs.run == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: '3.12'
+
+      - name: Check every pinned and locked release against PyPI
+        run: python util/check_yanked_pins.py . api mcp_server
@@ -84,8 +84,18 @@ jobs:
      - name: Build Prowler package
        run: uv build

+      - name: Verify the wheel installs with pip
+        # Same check as "SDK: Package Checks", repeated on the exact artifact about to be
+        # published. Plain pip, --isolated, from outside the repo: an unsatisfiable
+        # Requires-Dist fails here instead of on users' machines (5.38.0 shipped one).
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir --dry-run "${GITHUB_WORKSPACE}"/dist/*.whl
+
      - name: Publish Prowler package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
        with:
          print-hash: true

@@ -128,7 +138,17 @@ jobs:
      - name: Build prowler-cloud package
        run: uv build

+      - name: Verify the wheel installs with pip
+        # Same check as "SDK: Package Checks", repeated on the exact artifact about to be
+        # published. Plain pip, --isolated, from outside the repo: an unsatisfiable
+        # Requires-Dist fails here instead of on users' machines (5.38.0 shipped one).
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir --dry-run "${GITHUB_WORKSPACE}"/dist/*.whl
+
      - name: Publish prowler-cloud package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
        with:
          print-hash: true
@@ -44,7 +44,10 @@ jobs:
          cache: 'pip'

      - name: Install dependencies
-        run: pip install boto3
+        # Pinned to the versions in pyproject.toml: the ISO partitions region
+        # data comes from the endpoints.json bundled with botocore, so the
+        # botocore version is itself a data source and must be deterministic
+        run: pip install boto3==1.40.61 botocore==1.40.61

      - name: Configure AWS credentials
        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
@@ -57,6 +57,7 @@ jobs:
          egress-policy: block
          allowed-endpoints: >
            github.com:443
+            release-assets.githubusercontent.com:443
            pypi.org:443
            files.pythonhosted.org:443

@@ -10,12 +10,13 @@ on:
      - master
      - "v5.*"
    paths:
-      - '.github/workflows/ui-e2e-tests-v2.yml'
-      - '.github/test-impact.yml'
-      - 'ui/**'
-      - 'api/**'  # API changes can affect UI E2E
-      - '!ui/CHANGELOG.md'
-      - '!api/CHANGELOG.md'
+      - ".github/workflows/ui-e2e-tests-v2.yml"
+      - ".github/workflows/test-impact-analysis.yml"
+      - ".github/test-impact.yml"
+      - "ui/**"
+      - "api/**" # API changes can affect UI E2E
+      - "!ui/CHANGELOG.md"
+      - "!api/CHANGELOG.md"

 concurrency:
  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -40,11 +41,11 @@ jobs:
      (needs.impact-analysis.outputs.has-ui-e2e == 'true' || needs.impact-analysis.outputs.run-all == 'true')
    runs-on: ubuntu-latest
    env:
-      AUTH_SECRET: 'fallback-ci-secret-for-testing'
+      AUTH_SECRET: "fallback-ci-secret-for-testing"
      AUTH_TRUST_HOST: true
-      NEXTAUTH_URL: 'http://localhost:3000'
-      AUTH_URL: 'http://localhost:3000'
-      UI_API_BASE_URL: 'http://localhost:8080/api/v1'
+      NEXTAUTH_URL: "http://localhost:3000"
+      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 }}
@@ -60,7 +61,7 @@ jobs:
      E2E_M365_SECRET_ID: ${{ secrets.E2E_M365_SECRET_ID }}
      E2E_M365_TENANT_ID: ${{ secrets.E2E_M365_TENANT_ID }}
      E2E_M365_CERTIFICATE_CONTENT: ${{ secrets.E2E_M365_CERTIFICATE_CONTENT }}
-      E2E_KUBERNETES_CONTEXT: 'kind-kind'
+      E2E_KUBERNETES_CONTEXT: "kind-kind"
      E2E_KUBERNETES_KUBECONFIG_PATH: /home/runner/.kube/config
      E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY: ${{ secrets.E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY }}
      E2E_GCP_PROJECT_ID: ${{ secrets.E2E_GCP_PROJECT_ID }}
@@ -237,8 +238,8 @@ jobs:

      - name: Add AWS credentials for testing
        run: |
-          echo "AWS_ACCESS_KEY_ID=${{ secrets.E2E_AWS_PROVIDER_ACCESS_KEY }}" >> .env
-          echo "AWS_SECRET_ACCESS_KEY=${{ secrets.E2E_AWS_PROVIDER_SECRET_KEY }}" >> .env
+          echo "AWS_ACCESS_KEY_ID=${E2E_AWS_PROVIDER_ACCESS_KEY}" >> .env
+          echo "AWS_SECRET_ACCESS_KEY=${E2E_AWS_PROVIDER_SECRET_KEY}" >> .env

      - name: Build API image from current code
        # docker-compose.yml references prowlercloud/prowler-api:latest from the registry,
@@ -292,7 +293,7 @@ jobs:
      - name: Setup Node.js
        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
        with:
-          node-version-file: 'ui/.nvmrc'
+          node-version-file: "ui/.nvmrc"

      - name: Setup pnpm
        uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
@@ -337,60 +338,59 @@ jobs:
        if: steps.playwright-cache.outputs.cache-hit != 'true'
        run: pnpm run test:e2e:install

-      - name: Run E2E tests
+      - name: Run standard E2E tests
+        id: standard-e2e
        working-directory: ./ui
        run: |
          if [[ "${RUN_ALL_TESTS}" == "true" ]]; then
-            echo "Running ALL E2E tests..."
+            echo "Running all standard E2E tests..."
            pnpm run test:e2e
          else
-            echo "Running targeted E2E tests: ${E2E_TEST_PATHS}"
-            # Convert glob patterns to playwright test paths
-            # e.g., "ui/tests/providers/**" -> "tests/providers"
+            echo "Running targeted standard E2E tests: ${E2E_TEST_PATHS}"
            TEST_PATHS="${E2E_TEST_PATHS}"
-            # Remove ui/ prefix and convert ** to empty (playwright handles recursion)
            TEST_PATHS=$(echo "$TEST_PATHS" | sed 's|ui/||g' | sed 's|\*\*||g' | tr ' ' '\n' | sort -u)
-            # Drop auth setup helpers (not runnable test suites)
-            TEST_PATHS=$(echo "$TEST_PATHS" | grep -v '^tests/setups/')
-            # Safety net: if bare "tests/" appears (from broad patterns like ui/tests/**),
-            # expand to specific subdirs to avoid Playwright discovering setup files
+            TEST_PATHS=$(echo "$TEST_PATHS" | grep -vE '^tests/(setups|registry)/' || true)
+
            if echo "$TEST_PATHS" | grep -qx 'tests/'; then
-              echo "Expanding bare 'tests/' to specific subdirs (excluding setups)..."
              SPECIFIC_DIRS=""
              for dir in tests/*/; do
-                [[ "$dir" == "tests/setups/" ]] && continue
+                [[ "$dir" == "tests/setups/" || "$dir" == "tests/registry/" ]] && continue
                SPECIFIC_DIRS="${SPECIFIC_DIRS}${dir}"$'\n'
              done
-              # Replace "tests/" with specific dirs, keep other paths
-              TEST_PATHS=$(echo "$TEST_PATHS" | grep -vx 'tests/')
+              TEST_PATHS=$(echo "$TEST_PATHS" | grep -vx 'tests/' || true)
              TEST_PATHS="${TEST_PATHS}"$'\n'"${SPECIFIC_DIRS}"
              TEST_PATHS=$(echo "$TEST_PATHS" | grep -v '^$' | sort -u)
            fi
-            if [[ -z "$TEST_PATHS" ]]; then
-              echo "No runnable E2E test paths after filtering setups"
-              exit 0
-            fi
-            # Filter out directories that don't contain any test files
+
            VALID_PATHS=""
-            while IFS= read -r p; do
-              [[ -z "$p" ]] && continue
-              if find "$p" -name '*.spec.ts' -o -name '*.test.ts' 2>/dev/null | head -1 | grep -q .; then
-                VALID_PATHS="${VALID_PATHS}${p}"$'\n'
+            while IFS= read -r path; do
+              [[ -z "$path" ]] && continue
+              if find "$path" -name '*.spec.ts' -o -name '*.test.ts' 2>/dev/null | head -1 | grep -q .; then
+                VALID_PATHS="${VALID_PATHS}${path}"$'\n'
              else
-                echo "Skipping empty test directory: $p"
+                echo "Skipping empty test directory: $path"
              fi
            done <<< "$TEST_PATHS"
            VALID_PATHS=$(echo "$VALID_PATHS" | grep -v '^$' || true)
-            if [[ -z "$VALID_PATHS" ]]; then
-              echo "No test files found in any resolved paths — skipping E2E"
-              exit 0
+
+            if [[ -n "$VALID_PATHS" ]]; then
+              TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
+              echo "Resolved standard test paths: $TEST_PATHS"
+              read -ra test_paths <<< "$TEST_PATHS"
+              pnpm exec playwright test "${test_paths[@]}"
+            else
+              echo "No standard E2E test paths selected."
            fi
-            TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
-            echo "Resolved test paths: $TEST_PATHS"
-            read -ra test_paths <<< "$TEST_PATHS"
-            pnpm exec playwright test "${test_paths[@]}"
          fi

+      - name: Run Registry fixture E2E tests
+        if: |
+          !cancelled() &&
+          (steps.standard-e2e.outcome == 'success' || steps.standard-e2e.outcome == 'failure') &&
+          (env.RUN_ALL_TESTS == 'true' || contains(format(' {0} ', env.E2E_TEST_PATHS), ' ui/tests/registry/'))
+        working-directory: ./ui
+        run: pnpm run test:e2e:registry
+
      - name: Upload test reports
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        if: failure()
@@ -17,6 +17,40 @@ ignore:
  - vulnerability: CVE-2026-71556
    package:
      name: github.com/go-git/go-git/v5
+  # CVE-2026-84304 is the same temporary exception documented in .trivyignore.yaml:
+  # Trivy 0.74.0 still embeds grpc 1.82.1, while the 1.83.1 fix is not in any release.
+  # Prowler only runs `trivy image` / `trivy fs`, never client/server mode, so no gRPC
+  # endpoint exists in the image. Pinned to the embedded version so the rule stops
+  # matching on its own once Trivy bumps grpc. Remove with the Trivy exception by 2026-10-15.
+  # https://github.com/aquasecurity/trivy/pull/11176
+  - vulnerability: CVE-2026-84304
+    package:
+      name: google.golang.org/grpc
+      version: v1.82.1
+  # CVE-2026-84445 is the same temporary exception documented in .trivyignore.yaml:
+  # Trivy 0.74.0 still embeds grpc 1.82.1, while the 1.82.2 / 1.83.2 fix is not in any
+  # release. The panic needs a gRPC server built with `xds.NewGRPCServer()`; Prowler only
+  # runs `trivy image` / `trivy fs`, so the image serves no gRPC at all. Pinned to the
+  # embedded version so the rule stops matching on its own once Trivy bumps grpc. Remove
+  # with the Trivy exception by 2026-10-15.
+  # https://github.com/advisories/GHSA-2v4p-qf9q-27wj
+  - vulnerability: CVE-2026-84445
+    package:
+      name: google.golang.org/grpc
+      version: v1.82.1
+  # CVE-2026-56855 / CVE-2026-78662 are the same temporary exception documented in
+  # .trivyignore.yaml: Trivy 0.74.0 still embeds golang.org/x/crypto v0.55.0, while the
+  # 0.56.0 fix (published 2026-09-02) hasn't reached any Trivy release, or even Trivy
+  # main, yet. Pinned to the embedded version so the rule stops matching on its own once
+  # Trivy bumps it. Remove with the Trivy exception by 2026-10-15.
+  - vulnerability: CVE-2026-56855
+    package:
+      name: golang.org/x/crypto
+      version: v0.55.0
+  - vulnerability: CVE-2026-78662
+    package:
+      name: golang.org/x/crypto
+      version: v0.55.0
  - vulnerability: CVE-2026-56852
    package:
      name: golang.org/x/text
@@ -81,3 +115,14 @@ ignore:
  - vulnerability: CVE-2026-9669
    package:
      name: python
+  # CVE-2026-82049 (tarfile data/tar filter bypass via a hard link to a symlink) has no
+  # fixed CPython release on any branch: the fix is merged on main and 3.13 only, and the
+  # 3.12 backport is still open. Grype records 3.14.0b1 as the fix, so only-fixed does not
+  # drop it, yet python:3.12.14-slim-trixie reports it too. Prowler never extracts tar
+  # archives to disk: the ECR image inspection reads members in memory with extractfile().
+  # Remove once the base image ships a 3.12 release that includes the backport.
+  # https://github.com/python/cpython/issues/157190
+  # https://github.com/python/cpython/pull/157454
+  - vulnerability: CVE-2026-82049
+    package:
+      name: python
@@ -113,40 +113,82 @@ vulnerabilities:
    purls:
      - "pkg:npm/fast-uri"
    expired_at: 2027-01-31
+  - id: CVE-2026-75899
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-75975
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-76172
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-75931
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
  - id: CVE-2026-69192
    purls:
      - "pkg:npm/ip-address"
    expired_at: 2027-01-31

-  # CVE-2026-62901 is a DoS in System.Net.WebSockets (unchecked input for loop condition,
-  # CWE-606), fixed in .NET 9.0.19 / 10.0.11 (published 2026-08-11). The vulnerable runtime
-  # ships inside the PowerShell tarball the Dockerfile pins: 7.5.9 is the latest 7.5.x and
-  # bundles .NET 9.0.18; 7.6.4 bundles .NET 10.0.x < 10.0.11, so no published PowerShell
-  # release contains the fix yet. Prowler only invokes pwsh locally to run M365 module
-  # cmdlets; the image does not accept inbound WebSocket connections, so the DoS path is
-  # not reachable from the network. Remove this temporary suppression as soon as a
-  # PowerShell release shipping .NET 9.0.19+ is available.
-  - id: CVE-2026-62901
+  # CVE-2026-84304 is a DoS in grpc-go <= 1.83.0: a peer fragments a gRPC stream into
+  # millions of tiny HTTP/2 DATA frames until the receiver runs out of heap. Fixed in
+  # 1.83.1 (published 2026-09-01). Trivy 0.74.0, the latest published release and the
+  # version the images ship, pins 1.82.1 as an indirect dependency:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # Upstream bump still open: https://github.com/aquasecurity/trivy/pull/11176
+  # Trivy only speaks gRPC in client/server mode (`trivy server`, `--server`). Prowler
+  # invokes it exclusively as `trivy image` and `trivy fs` on a local path, so no gRPC
+  # listener or connection ever exists in the image and the affected path is not
+  # reachable. Remove this temporary suppression as soon as a Trivy release pins
+  # grpc >= 1.83.1.
+  - id: CVE-2026-84304
    purls:
-      - "pkg:nuget/Microsoft.NETCore.App.Runtime.linux-x64"
-      - "pkg:nuget/Microsoft.NETCore.App.Runtime.linux-arm64"
-    expired_at: 2026-09-15
+      - "pkg:golang/google.golang.org/grpc"
+    expired_at: 2026-10-15

-  # Modules compiled into the Trivy binary the images ship. The binary is pinned by version
-  # and verified by checksum in the Dockerfile; only a rebuild by its vendor moves these.
-  # CVE-2026-71556 affects go-git worktree operations that can follow symlinks outside a
-  # cloned repository. Trivy 0.72.0 contains go-git 5.19.1, and even the latest published
-  # Trivy release, 0.73.0, still pins that vulnerable version:
-  # https://github.com/aquasecurity/trivy/blob/v0.73.0/go.mod#L46
-  # Trivy main already contains the 5.19.2 fix, but no published release includes it yet:
-  # https://github.com/aquasecurity/trivy/commit/a2edba9a03987ba0d2ebc8212c1a9a1e6979497b
-  # Prowler invokes Trivy only with `fs` on an existing local path or with `image`; it does
-  # not ask Trivy to clone or mutate a Git worktree, so the affected path is not reachable.
-  # Remove this temporary suppression as soon as a fixed Trivy release is available.
-  - id: CVE-2026-71556
+  # CVE-2026-84445 is a DoS in grpc-go servers built with `xds.NewGRPCServer()`: a request
+  # carrying neither `:authority` nor `Host` reaches the xDS routing interceptor, which
+  # indexes an empty slice of authorities and panics. The per-RPC goroutine does not
+  # recover, so the whole server process dies. Fixed in 1.82.2 and 1.83.2 (published
+  # 2026-09-08). Trivy 0.74.0, the latest published release and the version the images
+  # ship, pins 1.82.1 as an indirect dependency:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # Trivy main already carries 1.83.2, but no published release includes it yet.
+  # The reachability argument is the one made for CVE-2026-84304 above, only narrower:
+  # this panic needs an xDS-managed gRPC server. Prowler invokes Trivy exclusively as
+  # `trivy image` and `trivy fs` on a local path, never `trivy server`, so the image runs
+  # no gRPC server at all, xDS or otherwise. Remove this temporary suppression as soon as
+  # a Trivy release pins grpc >= 1.83.2.
+  # https://github.com/advisories/GHSA-2v4p-qf9q-27wj
+  - id: CVE-2026-84445
    purls:
-      - "pkg:golang/github.com/go-git/go-git/v5"
-    expired_at: 2026-09-15
+      - "pkg:golang/google.golang.org/grpc@v1.82.1"
+    expired_at: 2026-10-15
+
+  # CVE-2026-56855 and CVE-2026-78662 are DoS deadlocks in x/crypto/ssh: a malicious peer
+  # can flood or misuse channel messages (RFC 4254) to block the whole connection.
+  # Fixed in golang.org/x/crypto v0.56.0 (published 2026-09-02). Trivy 0.74.0, the latest
+  # published release and the version the images ship, still pins v0.55.0, and Trivy main
+  # has not bumped it either:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # x/crypto/ssh is pulled in transitively through go-git's ssh transport, the same
+  # dependency chain as the CVE-2026-71556 entry above. Prowler invokes Trivy only with
+  # `fs` on an existing local path or with `image`; it never asks Trivy to clone over SSH
+  # or to run `trivy server`, so no SSH connection -- as client or server -- ever exists in
+  # the image and the affected code path is not reachable. Remove this temporary
+  # suppression as soon as a fixed Trivy release is available.
+  - id: CVE-2026-56855
+    purls:
+      - "pkg:golang/golang.org/x/crypto@v0.55.0"
+    expired_at: 2026-10-15
+  - id: CVE-2026-78662
+    purls:
+      - "pkg:golang/golang.org/x/crypto@v0.55.0"
+    expired_at: 2026-10-15

  - id: CVE-2026-56852
    purls:
@@ -164,7 +206,3 @@ vulnerabilities:
    purls:
      - "pkg:golang/oras.land/oras-go/v2"
    expired_at: 2026-12-31
-  - id: CVE-2026-39822
-    purls:
-      - "pkg:golang/stdlib"
-    expired_at: 2026-12-31
@@ -3,29 +3,44 @@ FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee56815788280
 LABEL maintainer="https://github.com/prowler-cloud/prowler"
 LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"

-ARG POWERSHELL_VERSION=7.5.9
+ARG POWERSHELL_VERSION=7.5.11
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1

-ARG TRIVY_VERSION=0.72.0
+ARG TRIVY_VERSION=0.74.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

 # Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
-ARG TRIVY_SHA256_AMD64=bbb64b9695866ce4a7a8f5c9592002c5961cab378577fa3f8a040df362b9b2ea
-ARG TRIVY_SHA256_ARM64=2ca2c023109c2db6b2b77366b6717291452d4531167377d95c79547f0c8e3467
-ARG POWERSHELL_SHA256_AMD64=492ff26bb958336bf61e597ce19e07648b4003bd2a08659e02f0e3e0446ebfe0
-ARG POWERSHELL_SHA256_ARM64=2503b71da3e83635592b092df59a0aca4c3606b4d9b068217bb00be989cb0d56
+ARG TRIVY_SHA256_AMD64=2ae6fe3ee734b7fdf11335663e18c75ea12dccc76062f09f164a3b0f8be4371a
+ARG TRIVY_SHA256_ARM64=b94ce1976bbf3c15b514b605ee88be7c6d94a29be2302847ff01cb794d47aad5
+ARG POWERSHELL_SHA256_AMD64=82a8b13d92b0f3ae48e56cf2f3f7961679371736ca90145ca71617c2913ba9d8
+ARG POWERSHELL_SHA256_ARM64=830ebda118c731ece3fa7e6b7e8573a21346387cbbca5b2f5e3b9bfe24f96672
 ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
 ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d

+# High CVEs fixed in Debian trixie but not yet in the pinned base image:
+#   openssl/libssl3t64/openssl-provider-legacy 3.5.7-1~deb13u2  CVE-2026-14456,
+#   -14457, -18798, -54874, -63072, -63073, -63074, -63075, -63076, -75803
+#   libsqlite3-0 3.46.1-7+deb13u2  CVE-2026-11822, -11824
+#   gzip 1.13-1+deb13u1  CVE-2026-41992
+#   perl-base 5.40.1-6+deb13u1  CVE-2026-42497, -48962, -57432
+#   libssh2-1t64 1.11.1-1+deb13u2  CVE-2026-58050
+#   libpcre2-8-0 10.46-1~deb13u2  CVE-2026-86145, -89161
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable versions. The three
+# openssl packages are flagged separately, so all are named.
+# Drop each one once the base image ships its fixed version.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
    wget libicu76 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
    build-essential pkg-config libzstd-dev zlib1g-dev \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
+       libsqlite3-0 gzip perl-base libssh2-1t64 libpcre2-8-0 \
    && rm -rf /var/lib/apt/lists/*

 # Install PowerShell
@@ -126,12 +126,12 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically

 | Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/user-guide/compliance/tutorials/compliance) | [Categories](https://docs.prowler.com/user-guide/cli/tutorials/misc#categories) | Support | Interface |
 |---|---|---|---|---|---|---|
-| AWS | 639 | 86 | 47 | 19 | Official | UI, API, CLI |
-| Azure | 191 | 22 | 21 | 16 | Official | UI, API, CLI |
-| GCP | 109 | 20 | 19 | 12 | Official | UI, API, CLI |
-| Kubernetes | 92 | 7 | 8 | 11 | Official | UI, API, CLI |
+| AWS | 662 | 86 | 50 | 19 | Official | UI, API, CLI |
+| Azure | 191 | 22 | 25 | 16 | Official | UI, API, CLI |
+| GCP | 110 | 20 | 22 | 12 | Official | UI, API, CLI |
+| Kubernetes | 92 | 7 | 11 | 11 | Official | UI, API, CLI |
 | GitHub | 24 | 3 | 2 | 5 | Official | UI, API, CLI |
-| M365 | 143 | 10 | 6 | 10 | Official | UI, API, CLI |
+| M365 | 144 | 10 | 9 | 10 | Official | UI, API, CLI |
 | OCI | 52 | 14 | 5 | 10 | Official | UI, API, CLI |
 | Alibaba Cloud | 63 | 9 | 6 | 9 | Official | UI, API, CLI |
 | Cloudflare | 29 | 3 | 2 | 5 | Official | UI, API, CLI |
@@ -139,7 +139,7 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 | MongoDB Atlas | 10 | 3 | 1 | 8 | Official | UI, API, CLI |
 | LLM | [See `promptfoo` docs.](https://www.promptfoo.dev/docs/red-team/plugins/) | N/A | N/A | N/A | Official | CLI |
 | Image | N/A | N/A | N/A | N/A | Official | UI, API, CLI |
-| Google Workspace | 65 | 11 | 3 | 6 | Official | UI, API, CLI |
+| Google Workspace | 65 | 11 | 4 | 6 | Official | UI, API, CLI |
 | OpenStack | 34 | 5 | 1 | 9 | Official | UI, API, CLI |
 | Vercel | 26 | 6 | 1 | 8 | Official | UI, API, CLI |
 | Okta | 29 | 8 | 2 | 2 | Official | UI, API, CLI |
@@ -59,5 +59,9 @@ DJANGO_GITHUB_OAUTH_CLIENT_ID=""
 DJANGO_GITHUB_OAUTH_CLIENT_SECRET=""
 DJANGO_GITHUB_OAUTH_CALLBACK_URL=""

+# Public base URL of the Prowler UI, used to link Jira issues back to findings.
+# Leave empty to omit the link.
+DJANGO_UI_BASE_URL=""
+
 # Deletion Task Batch Size
 DJANGO_DELETION_BATCH_SIZE=5000
@@ -4,6 +4,72 @@ All notable changes to the **Prowler API** are documented in this file.

 <!-- changelog: release notes start -->

+## [1.44.0] (Prowler v5.43.0)
+
+### 🐞 Fixed
+
+- Report download URLs can be signed against a browser-reachable storage host via `DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL`, so downloads complete on deployments where storage is only reachable inside the container network [(#12552)](https://github.com/prowler-cloud/prowler/pull/12552)
+- A scan report download no longer fails with a server error when `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` is unset, which is common on storage with no meaningful region [(#12552)](https://github.com/prowler-cloud/prowler/pull/12552)
+- Lapsed pending invitations are reported as expired and no longer block a new invitation for the same email [(#12831)](https://github.com/prowler-cloud/prowler/pull/12831)
+
+### 🔐 Security
+
+- `libsqlite3-0`, `gzip`, `perl-base` and `libpcre2-8-0` upgraded in the API container image, patching high Debian CVEs [(#12804)](https://github.com/prowler-cloud/prowler/pull/12804)
+- PowerShell from 7.5.9 to 7.5.11 in the API container image, bundling .NET runtime 9.0.20 and patching CVE-2026-62901 [(#12811)](https://github.com/prowler-cloud/prowler/pull/12811)
+- Bumped `anyio` to 4.14.2 to resolve CVE-2026-63374 [(#12848)](https://github.com/prowler-cloud/prowler/pull/12848)
+
+---
+
+## [1.43.0] (Prowler v5.42.0)
+
+### 🔄 Changed
+
+- Speed up compliance overview ingestion by reading ThreatScore mappings from the compliance template instead of each finding, generating time-ordered `uuid7` row ids and grouping inserted rows by framework and requirement [(#12738)](https://github.com/prowler-cloud/prowler/pull/12738)
+
+---
+
+## [1.42.0] (Prowler v5.41.0)
+
+### 🚀 Added
+
+- Jira issues created from Prowler Cloud now carry the `prowler`, `prowler-<provider>`, `prowler-<severity>`, `prowler-<check-id>`, and `prowler-finding-<finding-uid>` labels, a link back to the finding when `DJANGO_UI_BASE_URL` is configured, and the tenant name [(#12540)](https://github.com/prowler-cloud/prowler/pull/12540)
+
+### 🐞 Fixed
+
+- `POST /api/v1/mute-rules` now updates only each affected provider's latest completed scan and future scans, preventing historical reaggregation from flooding Celery queues [(#12681)](https://github.com/prowler-cloud/prowler/pull/12681)
+
+---
+
+## [1.41.0] (Prowler v5.40.0)
+
+### 🐞 Fixed
+
+- `FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS` is now applied in months instead of days, and negative values are rejected [(#12580)](https://github.com/prowler-cloud/prowler/pull/12580)
+
+### 🔐 Security
+
+- `sqlparse` upgraded to 0.6.0, patching CVE-2026-54284, CVE-2026-59893, and CVE-2026-71491 [(#12509)](https://github.com/prowler-cloud/prowler/pull/12509)
+- `openssl`, `libssl3t64` and `openssl-provider-legacy` upgraded to 3.5.7-1~deb13u2 in the API container image, patching ten high OpenSSL CVEs [(#12549)](https://github.com/prowler-cloud/prowler/pull/12549)
+
+---
+
+## [1.40.1] (Prowler v5.39.1)
+
+### 🔄 Changed
+
+- Bump alibabacloud-tea-openapi to 0.4.6, oci to 2.184.1 and pyopenssl to 26.4.0 to match the SDK; the cryptography override now names its actual blockers (azure-cli-core pins msal below 1.37, workos 8.3.0 requires cryptography 48) [(#12477)](https://github.com/prowler-cloud/prowler/pull/12477)
+
+### 🐞 Fixed
+
+- Pin zstd to 1.5.7.2; 1.5.7.3 was yanked from PyPI as not thread safe [(#12477)](https://github.com/prowler-cloud/prowler/pull/12477)
+
+### 🔐 Security
+
+- Trivy from v0.72.0 to v0.73.0 in the container image, fixing HIGH CVE-2026-46600 in the bundled `golang.org/x/net` [(#12445)](https://github.com/prowler-cloud/prowler/pull/12445)
+- Trivy v0.74.0 and Debian util-linux 2.41.5-0+deb13u1 in the API container image, patching Go standard library vulnerabilities and CVE-2026-53615 [(#12470)](https://github.com/prowler-cloud/prowler/pull/12470)
+
+---
+
 ## [1.40.0] (Prowler v5.39.0)

 ### 🔄 Changed
@@ -2,25 +2,37 @@ FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee56815788280

 LABEL maintainer="https://github.com/prowler-cloud/api"

-ARG POWERSHELL_VERSION=7.5.9
+ARG POWERSHELL_VERSION=7.5.11
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1

-ARG TRIVY_VERSION=0.72.0
+ARG TRIVY_VERSION=0.74.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

 # Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
-ARG TRIVY_SHA256_AMD64=bbb64b9695866ce4a7a8f5c9592002c5961cab378577fa3f8a040df362b9b2ea
-ARG TRIVY_SHA256_ARM64=2ca2c023109c2db6b2b77366b6717291452d4531167377d95c79547f0c8e3467
-ARG POWERSHELL_SHA256_AMD64=492ff26bb958336bf61e597ce19e07648b4003bd2a08659e02f0e3e0446ebfe0
-ARG POWERSHELL_SHA256_ARM64=2503b71da3e83635592b092df59a0aca4c3606b4d9b068217bb00be989cb0d56
+ARG TRIVY_SHA256_AMD64=2ae6fe3ee734b7fdf11335663e18c75ea12dccc76062f09f164a3b0f8be4371a
+ARG TRIVY_SHA256_ARM64=b94ce1976bbf3c15b514b605ee88be7c6d94a29be2302847ff01cb794d47aad5
+ARG POWERSHELL_SHA256_AMD64=82a8b13d92b0f3ae48e56cf2f3f7961679371736ca90145ca71617c2913ba9d8
+ARG POWERSHELL_SHA256_ARM64=830ebda118c731ece3fa7e6b7e8573a21346387cbbca5b2f5e3b9bfe24f96672
 ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
 ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d

+# High CVEs fixed in Debian trixie but not yet in the pinned base image:
+#   openssl/libssl3t64/openssl-provider-legacy 3.5.7-1~deb13u2  CVE-2026-14456,
+#   -14457, -18798, -54874, -63072, -63073, -63074, -63075, -63076, -75803
+#   libsqlite3-0 3.46.1-7+deb13u2  CVE-2026-11822, -11824
+#   gzip 1.13-1+deb13u1  CVE-2026-41992
+#   perl-base 5.40.1-6+deb13u1  CVE-2026-42497, -48962, -57432
+#   libssh2-1t64 1.11.1-1+deb13u2  CVE-2026-58050
+#   libpcre2-8-0 10.46-1~deb13u2  CVE-2026-86145, -89161
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable versions. The three
+# openssl packages are flagged separately, so all are named.
+# Drop each one once the base image ships its fixed version.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
    wget \
@@ -36,6 +48,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
    libtool \
    libxslt1-dev \
    python3-dev \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
+       libsqlite3-0 gzip perl-base libssh2-1t64 libpcre2-8-0 \
    && rm -rf /var/lib/apt/lists/*

 # Install PowerShell
@@ -0,0 +1 @@
+Adds a periodic sweep that drops orphaned Attack Paths temp Neo4j scan databases left behind when a worker or Neo4j crashes mid-scan, before they accumulate unbounded
@@ -0,0 +1 @@
+Resources no longer keep a stale failed findings count forever when a scoped or imported scan for the same provider completes after a full scan, which used to make the full scan skip its own cleanup
@@ -0,0 +1 @@
+Providers whose most recent completed scan has no `completed_at` timestamp are no longer missing from every endpoint that reports a provider's latest scan, which now falls back to scan creation order instead of skipping the provider
@@ -0,0 +1 @@
+Unify how every endpoint resolves a provider latest completed scan, so overlapping scans no longer make findings, compliance and mute rules read from different scans
@@ -0,0 +1 @@
+Scan output uploads and downloads can now target S3-compatible object storage such as MinIO directly via `DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL`, instead of relying on process-wide AWS environment variables that also hijacked unrelated AWS API calls
@@ -0,0 +1 @@
+Scan report downloads from an S3 bucket with default SSE-KMS encryption no longer fail with an `InvalidArgument` error: when `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` is set, presigned download URLs are signed with AWS Signature Version 4 for that region
@@ -0,0 +1 @@
+`POST /api/v1/scans` again returns the new scan id in the response `task_args`, which had been empty since the scan broker publish moved to transaction commit
@@ -0,0 +1 @@
+Celery loggers are now declared explicitly in `custom_logging.py` so fatal worker errors are no longer silenced by `disable_existing_loggers=True`. All long-running services in `docker-compose.yml` now have `restart: unless-stopped` so containers recover automatically after unexpected crashes.
@@ -61,7 +61,7 @@ dependencies = [
  "cartography (==0.138.1)",
  "gevent (==25.9.1)",
  "werkzeug (==3.1.7)",
-  "sqlparse (==0.5.5)",
+  "sqlparse (==0.6.0)",
  "fonttools (==4.62.1)",
  "uvicorn-worker (==0.4.0)"
 ]
@@ -71,7 +71,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.40.0"
+version = "1.45.0"

 # Shared ruff baseline (kept in sync with mcp_server/pyproject.toml).
 # target-version tracks this project's lowest supported Python.
@@ -92,8 +92,7 @@ extend-select = [

 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
-# workos and pyopenssl run ahead of master: the versions master pins cap cryptography
-# below 48, so both were bumped to versions that allow it (PROWLER-2310).
+# workos is api-only; pyopenssl matches master (PROWLER-2310).
 constraint-dependencies = [
  "about-time==4.2.1",
  "adal==1.2.7",
@@ -130,7 +129,7 @@ constraint-dependencies = [
  "alibabacloud-sls20201230==5.9.0",
  "alibabacloud-sts20150401==1.1.6",
  "alibabacloud-tea==0.4.3",
-  "alibabacloud-tea-openapi==0.4.5",
+  "alibabacloud-tea-openapi==0.4.6",
  "alibabacloud-tea-util==0.3.14",
  "alibabacloud-tea-xml==0.0.3",
  "alibabacloud-vpc20160428==6.13.0",
@@ -138,7 +137,7 @@ constraint-dependencies = [
  "aliyun-log-fastpb==0.2.0",
  "amqp==5.3.1",
  "annotated-types==0.7.0",
-  "anyio==4.12.1",
+  "anyio==4.14.2",
  "applicationinsights==0.11.10",
  "apscheduler==3.11.2",
  "argcomplete==3.5.3",
@@ -339,7 +338,7 @@ constraint-dependencies = [
  "nltk==3.9.4",
  "numpy==2.2.6",
  "oauthlib==3.3.1",
-  "oci==2.183.0",
+  "oci==2.184.1",
  "openai==1.109.1",
  "openstacksdk==4.2.0",
  "opentelemetry-api==1.39.1",
@@ -380,7 +379,7 @@ constraint-dependencies = [
  "pylint==3.2.5",
  "pymsalruntime==0.18.1",
  "pynacl==1.6.2",
-  "pyopenssl==26.2.0",
+  "pyopenssl==26.4.0",
  "pyparsing==3.3.2",
  "pyreadline3==3.5.4",
  "pysocks==1.7.1",
@@ -424,7 +423,7 @@ constraint-dependencies = [
  "six==1.17.0",
  "slack-sdk==3.39.0",
  "sniffio==1.3.1",
-  "sqlparse==0.5.5",
+  "sqlparse==0.6.0",
  "statsd==4.0.1",
  "std-uritemplate==2.0.8",
  "stevedore==5.6.0",
@@ -458,7 +457,7 @@ constraint-dependencies = [
  "zipp==3.23.0",
  "zope-event==6.1",
  "zope-interface==8.2",
-  "zstd==1.5.7.3"
+  "zstd==1.5.7.2"
 ]
 # prowler@master needs okta==3.4.2, but cartography 0.138.1 requires okta<1.0.0.
 # Attack Paths does not ingest Okta today, so override the Cartography
@@ -485,7 +484,12 @@ constraint-dependencies = [
 # that request pyjwt[crypto] and leave cryptography (needed for RS256) only transitive.
 override-dependencies = [
  "okta==3.4.2",
-  # alibabacloud-tea-openapi 0.4.5 caps cryptography below 49 and is the latest release.
+  # prowler requires cryptography==50.0.0. Two api-only dependencies still cap it below
+  # 49 and cannot move yet: msal, pinned exactly by azure-cli-core (2.83.0 -> 1.35.0b1,
+  # 2.89.1 -> 1.36.0, both <49; cartography needs azure-cli-core), and workos 8.3.0
+  # (~=48.0; workos 10.1.1+ needs ~=50.0 and is a separate SDK upgrade). This api is
+  # deployed from this lock with `uv sync --locked`, so the override applies to what runs.
+  # Remove when azure-cli-core pins msal>=1.37.0 and workos is on 10.x.
  "cryptography==50.0.0",
  "azure-mgmt-containerservice==34.1.0",
  "microsoft-kiota-abstractions==1.9.10",
@@ -207,6 +207,11 @@ def drop_database(database: str) -> None:
    sink_module.get_backend().drop_database(database)


+def list_databases() -> list[str]:
+    """List database names on the ingest cluster. Temp scan DBs always live here."""
+    return ingest.list_databases()
+
+
 def drop_subgraph(database: str, provider_id: str) -> int:
    return sink_module.get_backend().drop_subgraph(database, provider_id)

@@ -13,6 +13,7 @@ from api.attack_paths.ingest.driver import (
    get_session,
    get_uri,
    init_driver,
+    list_databases,
    run_cypher,
 )

@@ -25,5 +26,6 @@ __all__ = [
    "get_session",
    "get_uri",
    "init_driver",
+    "list_databases",
    "run_cypher",
 ]
@@ -165,6 +165,14 @@ def drop_database(database: str) -> None:
        session.run(f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA")


+def list_databases() -> list[str]:
+    """List every database name on the Neo4j temp-database cluster."""
+    # A cluster returns one row per hosting server, so dedupe on name
+    with get_session() as session:
+        result = session.run("SHOW DATABASES YIELD name RETURN DISTINCT name")
+        return [record["name"] for record in result]
+
+
 def clear_cache(database: str) -> None:
    """Best-effort cache clear for a Neo4j database."""
    from api.attack_paths.database import GraphDatabaseQueryException
@@ -409,7 +409,7 @@ def batch_delete(tenant_id, queryset, batch_size=settings.DJANGO_DELETION_BATCH_

    Args:
        tenant_id (str): Tenant ID the queryset belongs to.
-        queryset (QuerySet): The queryset of objects to delete.
+        queryset: The queryset of objects to delete.
        batch_size (int): The number of objects to delete in each batch.

    Returns:
@@ -1439,8 +1439,20 @@ class InvitationFilter(FilterSet):
    inserted_at = DateFilter(field_name="inserted_at", lookup_expr="date")
    updated_at = DateFilter(field_name="updated_at", lookup_expr="date")
    expires_at = DateFilter(field_name="expires_at", lookup_expr="date")
-    state = ChoiceFilter(choices=Invitation.State.choices)
-    state__in = ChoiceInFilter(choices=Invitation.State.choices, lookup_expr="in")
+    state = ChoiceFilter(choices=Invitation.State.choices, method="filter_state")
+    state__in = ChoiceInFilter(
+        choices=Invitation.State.choices, lookup_expr="in", method="filter_state_in"
+    )
+
+    def filter_state(self, queryset, name, value):
+        return self.filter_state_in(queryset, name, [value])
+
+    def filter_state_in(self, queryset, name, value):
+        lapsed = Invitation.lapsed_q()
+        query = Q(state__in=value) & ~lapsed
+        if Invitation.State.EXPIRED in value:
+            query |= lapsed
+        return queryset.filter(query)

    class Meta:
        model = Invitation
@@ -0,0 +1,116 @@
+import uuid
+
+import api.rls
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0097_attack_paths_scan_db_defaults"),
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="TenantOnboardingProfile",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "declared_cloud_accounts",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("1", "1"),
+                            ("2-10", "2-10"),
+                            ("11-50", "11-50"),
+                            ("51-200", "51-200"),
+                            ("200+", "200+"),
+                        ],
+                        max_length=16,
+                        null=True,
+                    ),
+                ),
+                (
+                    "declared_role",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("security", "Security"),
+                            ("devops_platform", "DevOps / Platform"),
+                            ("developer", "Developer"),
+                            ("compliance_grc", "Compliance / GRC"),
+                            ("other", "Other"),
+                        ],
+                        max_length=32,
+                        null=True,
+                    ),
+                ),
+                (
+                    "declared_seniority",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("practitioner", "Practitioner / IC"),
+                            ("lead", "Team lead / Manager"),
+                            ("director", "Director / Head of"),
+                            ("executive", "VP / C-level"),
+                            ("founder", "Founder / Owner"),
+                        ],
+                        max_length=32,
+                        null=True,
+                    ),
+                ),
+                ("skipped", models.BooleanField(default=False)),
+                (
+                    "submitted_by",
+                    models.ForeignKey(
+                        blank=True,
+                        null=True,
+                        on_delete=django.db.models.deletion.SET_NULL,
+                        related_name="tenant_onboarding_profiles",
+                        related_query_name="tenant_onboarding_profile",
+                        to=settings.AUTH_USER_MODEL,
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "tenant_onboarding_profiles",
+                "abstract": False,
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="tenantonboardingprofile",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id",), name="unique_tenant_onboarding_profile"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="tenantonboardingprofile",
+            # `statements` written out explicitly: RowLevelSecurityConstraint
+            # .deconstruct() does not serialize it, so an autogenerated
+            # migration falls back to ["SELECT"] and leaves the table without
+            # INSERT/UPDATE/DELETE policies.
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_tenantonboardingprofile",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]
@@ -0,0 +1,15 @@
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    # The onboarding profile step was reverted after 0098 had been merged, so
+    # the table goes away through a new migration rather than by deleting 0098.
+    dependencies = [
+        ("api", "0098_tenant_onboarding_profile"),
+    ]
+
+    operations = [
+        migrations.DeleteModel(
+            name="TenantOnboardingProfile",
+        ),
+    ]
@@ -0,0 +1,48 @@
+from django.db import migrations
+
+TASK_NAME = "attack-paths-reap-orphaned-tmp-databases"
+INTERVAL_HOURS = 6
+
+
+def create_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    schedule, _ = IntervalSchedule.objects.get_or_create(
+        every=INTERVAL_HOURS,
+        period="hours",
+    )
+
+    PeriodicTask.objects.update_or_create(
+        name=TASK_NAME,
+        defaults={
+            "task": TASK_NAME,
+            "interval": schedule,
+            "enabled": True,
+        },
+    )
+
+
+def delete_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    PeriodicTask.objects.filter(name=TASK_NAME).delete()
+
+    # Clean up the schedule if no other task references it
+    IntervalSchedule.objects.filter(
+        every=INTERVAL_HOURS,
+        period="hours",
+        periodictask__isnull=True,
+    ).delete()
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0099_delete_tenant_onboarding_profile"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        migrations.RunPython(create_periodic_task, delete_periodic_task),
+    ]
@@ -617,9 +617,66 @@ class Task(RowLevelSecurityProtectedModel):
        resource_name = "tasks"


+class ScanQuerySet(models.QuerySet):
+    """Shared selectors for "the latest scan of a provider".
+
+    The queryset must already be scoped by the caller: manager, tenant, RBAC,
+    providers and database alias.
+    """
+
+    # How "which completed scan is the provider's current one" is ordered.
+    LATEST_ORDER_BY = (
+        models.F("completed_at").desc(nulls_last=True),
+        models.F("inserted_at").desc(),
+        models.F("id").desc(),
+    )
+
+    def _eligible_for_latest(self) -> "ScanQuerySet":
+        """Restrict to the scans that may be a provider's latest.
+
+        Returns:
+            ScanQuerySet: The completed scans.
+        """
+        return self.filter(state=StateChoices.COMPLETED)
+
+    def latest_per_provider(self) -> "ScanQuerySet":
+        """Pick each provider's latest scan with `DISTINCT ON (provider_id)`.
+
+        Returns:
+            ScanQuerySet: One scan per provider, the latest one.
+        """
+        return (
+            self._eligible_for_latest()
+            .order_by("provider_id", *self.LATEST_ORDER_BY)
+            .distinct("provider_id")
+        )
+
+    def latest_ids_per_provider(self) -> list[UUID]:
+        """Evaluate `latest_per_provider` and return the scan ids.
+
+        The ids are materialised so callers can pass them as a literal `IN`
+        list; as a subquery Postgres misestimates the row count and picks a
+        slow nested loop.
+
+        Returns:
+            list[UUID]: The id of each provider's latest scan.
+        """
+        return list(self.latest_per_provider().values_list("id", flat=True))
+
+    def latest_first(self) -> "ScanQuerySet":
+        """Order eligible scans newest first, without deduplicating per provider.
+
+        Expects the queryset to be already filtered to a single provider.
+
+        Returns:
+            ScanQuerySet: The eligible scans, latest first.
+        """
+        return self._eligible_for_latest().order_by(*self.LATEST_ORDER_BY)
+
+
 class Scan(RowLevelSecurityProtectedModel):
-    objects = ActiveProviderManager()
-    all_objects = models.Manager()
+    objects = ActiveProviderManager.from_queryset(ScanQuerySet)()
+    all_objects = ScanQuerySet.as_manager()

    _SCOPING_SCANNER_ARG_KEYS_CACHE: tuple[str, ...] | None = None

@@ -726,6 +783,12 @@ class Scan(RowLevelSecurityProtectedModel):
                name="scans_prov_state_ins_desc_idx",
            ),
            # TODO This might replace `scans_prov_state_ins_desc_idx` completely. Review usage
+            # Since `ScanQuerySet`, no code path reads a provider's
+            # completed scans by `-inserted_at`. The only query left that
+            # matches this index (and `scans_prov_state_ins_desc_idx` above)
+            # is `GET /scans?filter[provider]=…&filter[state]=completed` with
+            # the default sort. Both are candidates to drop in a follow-up
+            # once production `pg_stat_user_indexes.idx_scan` confirms it.
            models.Index(
                fields=["tenant_id", "provider_id", "-inserted_at"],
                condition=Q(state=StateChoices.COMPLETED),
@@ -1380,6 +1443,15 @@ class Invitation(RowLevelSecurityProtectedModel):
            self.email = self.email.strip().lower()
        super().save(*args, **kwargs)

+    @classmethod
+    def lapsed_q(cls):
+        """Pending invitations whose expiry date has already passed."""
+        return Q(state=cls.State.PENDING, expires_at__lte=datetime.now(UTC))
+
+    @property
+    def is_lapsed(self):
+        return self.state == self.State.PENDING and self.expires_at <= datetime.now(UTC)
+
    class Meta(RowLevelSecurityProtectedModel.Meta):
        db_table = "invitations"

@@ -6,6 +6,7 @@ from api.rls import RowLevelSecurityConstraint
 from api.uuid_utils import datetime_to_uuid7
 from dateutil.relativedelta import relativedelta
 from django.conf import settings
+from django.core.exceptions import ImproperlyConfigured
 from psqlextra.partitioning import (
    PostgresPartitioningError,
    PostgresPartitioningManager,
@@ -153,10 +154,17 @@ class PostgresUUIDv7PartitioningStrategy(PostgresRangePartitioningStrategy):
        )


-def relative_days_or_none(value):
-    if value is None:
+def relative_months_or_none(value):
+    # A negative value would set the cutoff in the future and delete every
+    # partition, so it is rejected rather than silently ignored.
+    if value is not None and value < 0:
+        raise ImproperlyConfigured(
+            "FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS must not be negative; "
+            "leave it unset or use 0 to keep partitions indefinitely"
+        )
+    if not value:
        return None
-    return relativedelta(days=value)
+    return relativedelta(months=value)


 #
@@ -173,7 +181,7 @@ manager = PostgresPartitioningManager(
                    months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                ),
                count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                    settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                ),
                name_format="%Y_%b",
@@ -189,7 +197,7 @@ manager = PostgresPartitioningManager(
                    months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                ),
                count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                    settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                ),
                name_format="%Y_%b",
@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
  title: Prowler API
-  version: 1.40.0
+  version: 1.45.0
  description: |-
    Prowler API specification.

@@ -187,6 +187,27 @@ class TestRoutingByDatabasePrefix:
        sink_backend_stub.drop_database.assert_called_once_with("db-tenant-abc")
        mock_ingest.drop_database.assert_not_called()

+    def test_list_databases_always_routes_to_ingest(self, sink_backend_stub):
+        with patch("api.attack_paths.database.ingest") as mock_ingest:
+            mock_ingest.list_databases.return_value = ["db-tmp-scan-uuid-1"]
+
+            assert db_module.list_databases() == ["db-tmp-scan-uuid-1"]
+
+        mock_ingest.list_databases.assert_called_once_with()
+
+    def test_ingest_list_databases_dedupes_cluster_rows(self):
+        from api.attack_paths.ingest import driver as ingest_driver
+
+        with patch.object(ingest_driver, "get_session") as mock_get_session:
+            session = mock_get_session.return_value.__enter__.return_value
+            session.run.return_value = [{"name": "db-tmp-scan-uuid-1"}]
+
+            assert ingest_driver.list_databases() == ["db-tmp-scan-uuid-1"]
+
+        session.run.assert_called_once_with(
+            "SHOW DATABASES YIELD name RETURN DISTINCT name"
+        )
+
    def test_clear_cache_routes_temp_to_ingest(self, sink_backend_stub):
        with patch("api.attack_paths.database.ingest") as mock_ingest:
            db_module.clear_cache("db-tmp-scan-uuid-1")
@@ -1,14 +1,16 @@
-from datetime import UTC, datetime
+from datetime import UTC, datetime, timedelta

 import pytest
 from allauth.socialaccount.models import SocialApp
 from api.db_router import MainRouter
 from api.models import (
+    Provider,
    ProviderComplianceScore,
    Resource,
    ResourceTag,
    SAMLConfiguration,
    SAMLDomainIndex,
+    Scan,
    StateChoices,
    StatusChoices,
    TenantComplianceSummary,
@@ -524,3 +526,226 @@ class TestTenantComplianceSummaryModel:

        assert summary1.id != summary2.id
        assert summary1.requirements_passed != summary2.requirements_passed
+
+
+def _latest_scan_fixture(tenant, provider, *, completed_at, inserted_at=None, **kwargs):
+    scan = Scan.objects.create(
+        tenant_id=tenant.id,
+        provider=provider,
+        trigger=kwargs.pop("trigger", Scan.TriggerChoices.MANUAL),
+        state=kwargs.pop("state", StateChoices.COMPLETED),
+        completed_at=completed_at,
+        **kwargs,
+    )
+    if inserted_at is not None:
+        # `inserted_at` is auto_now_add, so it has to be forced after the fact.
+        Scan.all_objects.filter(pk=scan.pk).update(inserted_at=inserted_at)
+        scan.refresh_from_db()
+    return scan
+
+
+@pytest.mark.django_db
+class TestScanQuerySetOrdering:
+    def test_completed_later_wins_over_inserted_later(
+        self, tenants_fixture, aws_provider
+    ):
+        """The scan that FINISHED last is current, not the one that started last."""
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        finished_last = _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=3),
+            completed_at=now,
+        )
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=1),
+            completed_at=now - timedelta(hours=1),
+        )
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [finished_last.id]
+
+    def test_null_completed_at_provider_is_still_returned(
+        self, tenants_fixture, aws_provider
+    ):
+        """NULLS LAST, not `completed_at__isnull=False`.
+
+        Excluding NULL `completed_at` would drop the provider from every
+        "latest" endpoint instead of falling back to `inserted_at`.
+        """
+        tenant, *_ = tenants_fixture
+        only_scan = _latest_scan_fixture(tenant, aws_provider, completed_at=None)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [only_scan.id]
+
+    def test_null_completed_at_never_outranks_a_finished_scan(
+        self, tenants_fixture, aws_provider
+    ):
+        """Postgres sorts NULLs first under DESC; NULLS LAST is what fixes it."""
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        finished = _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=2),
+            completed_at=now - timedelta(hours=2),
+        )
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now,
+            completed_at=None,
+        )
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [finished.id]
+
+    def test_id_breaks_an_exact_timestamp_tie_deterministically(
+        self, tenants_fixture, aws_provider
+    ):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        scans = [
+            _latest_scan_fixture(
+                tenant, aws_provider, inserted_at=now, completed_at=now
+            )
+            for _ in range(3)
+        ]
+        expected = max(scan.id for scan in scans)
+
+        picks = {
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider()[0]
+            for _ in range(5)
+        }
+        assert picks == {expected}
+
+
+@pytest.mark.django_db
+class TestScanQuerySetEligibility:
+    def test_unfinished_scans_are_excluded(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            completed_at=None,
+            state=StateChoices.EXECUTING,
+        )
+        assert (
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+        )
+
+
+@pytest.mark.django_db
+class TestScanQuerySetManagerChoice:
+    def test_active_manager_hides_soft_deleted_providers(
+        self, tenants_fixture, aws_provider
+    ):
+        """`Scan.objects` drops soft-deleted providers, `all_objects` keeps them.
+
+        The queryset must not decide this for the caller.
+        """
+        tenant, *_ = tenants_fixture
+        scan = _latest_scan_fixture(
+            tenant, aws_provider, completed_at=datetime.now(UTC)
+        )
+
+        Provider.all_objects.filter(pk=aws_provider.pk).update(is_deleted=True)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [scan.id]
+        assert Scan.objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+
+
+@pytest.mark.django_db
+class TestScanQuerySetPerProviderScoping:
+    def test_one_scan_per_provider(self, tenants_fixture, aws_provider_pair):
+        tenant, *_ = tenants_fixture
+        provider_one, provider_two = aws_provider_pair
+        now = datetime.now(UTC)
+
+        newest_one = _latest_scan_fixture(tenant, provider_one, completed_at=now)
+        _latest_scan_fixture(tenant, provider_one, completed_at=now - timedelta(days=1))
+        newest_two = _latest_scan_fixture(tenant, provider_two, completed_at=now)
+
+        assert set(
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider()
+        ) == {newest_one.id, newest_two.id}
+
+    def test_caller_filters_are_preserved(self, tenants_fixture, aws_provider_pair):
+        tenant, *_ = tenants_fixture
+        provider_one, provider_two = aws_provider_pair
+        now = datetime.now(UTC)
+
+        scan_one = _latest_scan_fixture(tenant, provider_one, completed_at=now)
+        _latest_scan_fixture(tenant, provider_two, completed_at=now)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id, provider__in=[provider_one]
+        ).latest_ids_per_provider() == [scan_one.id]
+
+    def test_latest_first_is_ordered_not_deduplicated(
+        self, tenants_fixture, aws_provider
+    ):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        newest = _latest_scan_fixture(tenant, aws_provider, completed_at=now)
+        older = _latest_scan_fixture(
+            tenant, aws_provider, completed_at=now - timedelta(days=1)
+        )
+
+        ordered = list(
+            Scan.all_objects.filter(
+                tenant_id=tenant.id, provider_id=aws_provider.id
+            ).latest_first()
+        )
+        assert [scan.id for scan in ordered] == [newest.id, older.id]
+
+    def test_tenant_isolation(self, tenants_fixture, aws_provider):
+        tenant, other_tenant, *_ = tenants_fixture
+        _latest_scan_fixture(tenant, aws_provider, completed_at=datetime.now(UTC))
+
+        assert (
+            Scan.all_objects.filter(tenant_id=other_tenant.id).latest_ids_per_provider()
+            == []
+        )
+
+    def test_empty_queryset_returns_empty_list(self, tenants_fixture):
+        tenant, *_ = tenants_fixture
+        assert (
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+        )
+
+
+@pytest.mark.django_db
+class TestScanQuerySetPerProviderQuerysetShape:
+    def test_returns_a_queryset_not_a_list(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        _latest_scan_fixture(tenant, aws_provider, completed_at=datetime.now(UTC))
+
+        qs = Scan.all_objects.filter(tenant_id=tenant.id).latest_per_provider()
+        # Callers chain .values(...) / .values_list(...) onto this.
+        assert qs.values_list("provider_id", flat=True).count() == 1
+
+
+@pytest.mark.django_db
+class TestScanQuerySetRelatedManager:
+    def test_reverse_relation_exposes_the_methods(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        newest = _latest_scan_fixture(tenant, aws_provider, completed_at=now)
+        _latest_scan_fixture(tenant, aws_provider, completed_at=now - timedelta(days=1))
+
+        assert aws_provider.scans.latest_first().first().id == newest.id
@@ -0,0 +1,63 @@
+from datetime import UTC, datetime
+from itertools import islice
+
+import pytest
+from api.partitions import (
+    PostgresUUIDv7PartitioningStrategy,
+    relative_months_or_none,
+)
+from dateutil.relativedelta import relativedelta
+from django.core.exceptions import ImproperlyConfigured
+from psqlextra.partitioning import PostgresTimePartitionSize
+
+
+def build_strategy(max_age):
+    return PostgresUUIDv7PartitioningStrategy(
+        size=PostgresTimePartitionSize(months=1),
+        count=1,
+        start_date=datetime.now(UTC),
+        max_age=max_age,
+        name_format="%Y_%b",
+    )
+
+
+class TestRelativeMonthsOrNone:
+    @pytest.mark.parametrize("value", [None, 0])
+    def test_unset_or_zero_keeps_partitions_indefinitely(self, value):
+        assert relative_months_or_none(value) is None
+
+    @pytest.mark.parametrize("months", [1, 3, 12])
+    def test_value_is_interpreted_as_months(self, months):
+        assert relative_months_or_none(months) == relativedelta(months=months)
+
+    def test_value_is_not_interpreted_as_days(self):
+        assert relative_months_or_none(12) != relativedelta(days=12)
+
+    def test_negative_is_rejected(self):
+        with pytest.raises(ImproperlyConfigured):
+            relative_months_or_none(-12)
+
+
+class TestToDelete:
+    @pytest.mark.parametrize("max_age", [None, relative_months_or_none(0)])
+    def test_nothing_is_deleted_without_max_age(self, max_age):
+        strategy = build_strategy(max_age)
+
+        assert list(islice(strategy.to_delete(), 5)) == []
+
+    def test_first_deleted_partition_is_max_age_old(self):
+        months = 3
+        strategy = build_strategy(relative_months_or_none(months))
+
+        first = next(strategy.to_delete())
+
+        expected = strategy.get_start_datetime() - relativedelta(months=months)
+        assert first.name() == expected.strftime("%Y_%b").lower()
+
+    def test_deleted_partitions_go_further_back_in_time(self):
+        strategy = build_strategy(relative_months_or_none(3))
+
+        names = [p.name() for p in islice(strategy.to_delete(), 3)]
+        starts = [datetime.strptime(n, "%Y_%b") for n in names]
+
+        assert starts == sorted(starts, reverse=True)
@@ -82,7 +82,7 @@ from django.db import close_old_connections, connection, connections
 from django.db.models import Count
 from django.db.models.signals import pre_delete
 from django.http import JsonResponse
-from django.test import RequestFactory
+from django.test import RequestFactory, override_settings
 from django.test.utils import CaptureQueriesContext
 from django.urls import reverse
 from django_celery_results.models import TaskResult
@@ -3951,6 +3951,43 @@ class TestScanViewSet:
        mock_enqueue_scan_execution.assert_called_once()
        # assert scan.scanner_args == expected_scanner_args

+    @patch("api.v1.views.enqueue_scan_execution_on_commit")
+    def test_scans_create_returns_the_scan_id_in_task_args(
+        self,
+        mock_enqueue_scan_execution,
+        authenticated_client,
+        okta_provider,
+    ):
+        """The 202 is a task, so `task_args` is the only place the scan id is.
+
+        It is serialized before the on_commit publish that would otherwise fill
+        the kwargs, so the record has to carry them from the start.
+        """
+        payload = {
+            "data": {
+                "type": "scans",
+                "attributes": {"name": "New Scan"},
+                "relationships": {
+                    "provider": {
+                        "data": {"type": "providers", "id": str(okta_provider.id)}
+                    }
+                },
+            }
+        }
+
+        response = authenticated_client.post(
+            reverse("scan-list"),
+            data=payload,
+            content_type=API_JSON_CONTENT_TYPE,
+        )
+
+        assert response.status_code == status.HTTP_202_ACCEPTED
+        scan = Scan.objects.get()
+        assert response.json()["data"]["attributes"]["task_args"] == {
+            "scan_id": str(scan.id),
+            "provider_id": str(okta_provider.id),
+        }
+
    @patch("tasks.tasks.perform_scan_task.apply_async")
    def test_scans_create_queues_scan_when_provider_has_active_scan(
        self,
@@ -4540,6 +4577,52 @@ class TestScanViewSet:
        assert response.status_code == status.HTTP_302_FOUND
        assert response["Location"] == presigned_url

+    @override_settings(
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+        DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID="access-key",
+        DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY="secret-key",
+        DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN="",
+        DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION="eu-west-1",
+    )
+    def test_report_s3_redirects_to_the_public_storage_host(
+        self, authenticated_client, scans_fixture, monkeypatch
+    ):
+        """The object is looked up internally but the redirect the browser follows is public."""
+        scan = scans_fixture[0]
+        bucket = "test-bucket"
+        key = "report.zip"
+        scan.output_location = f"s3://{bucket}/{key}"
+        scan.state = StateChoices.COMPLETED
+        scan.save()
+
+        monkeypatch.setattr(
+            "api.v1.views.env",
+            type("env", (), {"str": lambda self, *_args, **_kwargs: bucket})(),
+        )
+
+        head_calls = []
+
+        class InternalS3Client:
+            def head_object(self, Bucket, Key):
+                head_calls.append((Bucket, Key))
+                return {}
+
+            def generate_presigned_url(self, *_args, **_kwargs):
+                raise AssertionError("the internal client must not sign the redirect")
+
+        monkeypatch.setattr("api.v1.views.get_s3_client", lambda: InternalS3Client())
+
+        url = reverse("scan-report", kwargs={"pk": scan.id})
+        response = authenticated_client.get(url)
+
+        assert response.status_code == status.HTTP_302_FOUND
+        assert head_calls == [(bucket, key)]
+
+        location = urlparse(response["Location"])
+        assert location.netloc == "storage.example.com"
+        assert location.path == f"/{bucket}/{key}"
+        assert "X-Amz-Signature" in parse_qs(location.query)
+
    def test_report_s3_success_no_local_files(
        self, authenticated_client, scans_fixture, monkeypatch
    ):
@@ -8784,6 +8867,190 @@ class TestInvitationViewSet:
            user.id
        )

+    @staticmethod
+    def _invitation_create_payload(email, role):
+        return json.dumps(
+            {
+                "data": {
+                    "type": "invitations",
+                    "attributes": {"email": email},
+                    "relationships": {
+                        "roles": {"data": [{"type": "roles", "id": str(role.id)}]}
+                    },
+                }
+            }
+        )
+
+    @staticmethod
+    def _create_lapsed_invitation(email, tenant, inviter):
+        return Invitation.objects.create(
+            email=email,
+            state=Invitation.State.PENDING,
+            expires_at=datetime.now(UTC) - timedelta(days=1),
+            inviter=inviter,
+            tenant=tenant,
+        )
+
+    def test_invitations_create_with_lapsed_pending_invitation_for_same_email(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        roles_fixture,
+    ):
+        lapsed_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        lapsed_invitation.save()
+        other_email_lapsed_invitation = self._create_lapsed_invitation(
+            "other@prowler.com", tenants_fixture[0], create_test_user
+        )
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(
+                lapsed_invitation.email, roles_fixture[0]
+            ),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_201_CREATED
+        new_invitation = Invitation.objects.get(id=response.json()["data"]["id"])
+        assert new_invitation.email == lapsed_invitation.email
+        assert new_invitation.state == Invitation.State.PENDING
+        lapsed_invitation.refresh_from_db()
+        assert lapsed_invitation.state == Invitation.State.EXPIRED
+        expired_invitation.refresh_from_db()
+        assert expired_invitation.state == Invitation.State.EXPIRED
+        other_email_lapsed_invitation.refresh_from_db()
+        assert other_email_lapsed_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_create_with_active_pending_invitation_for_same_email(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        roles_fixture,
+    ):
+        active_invitation, _ = invitations_fixture
+        self._create_lapsed_invitation(
+            active_invitation.email, tenants_fixture[0], create_test_user
+        )
+        invitation_count = Invitation.objects.count()
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(
+                active_invitation.email, roles_fixture[0]
+            ),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["source"]["pointer"]
+            == "/data/attributes/email"
+        )
+        assert Invitation.objects.count() == invitation_count
+        active_invitation.refresh_from_db()
+        assert active_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_create_ignores_pending_invitations_from_other_tenants(
+        self, authenticated_client, create_test_user, tenants_fixture, roles_fixture
+    ):
+        email = "cross_tenant@prowler.com"
+        other_tenant = tenants_fixture[1]
+        other_tenant_lapsed_invitation = self._create_lapsed_invitation(
+            email, other_tenant, create_test_user
+        )
+        Invitation.objects.create(
+            email=email, inviter=create_test_user, tenant=other_tenant
+        )
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(email, roles_fixture[0]),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_201_CREATED
+        other_tenant_lapsed_invitation.refresh_from_db()
+        assert other_tenant_lapsed_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_report_lapsed_pending_invitation_as_expired(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+    ):
+        active_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation = self._create_lapsed_invitation(
+            "lapsed@prowler.com", tenants_fixture[0], create_test_user
+        )
+
+        list_response = authenticated_client.get(reverse("invitation-list"))
+        retrieve_response = authenticated_client.get(
+            reverse("invitation-detail", kwargs={"pk": lapsed_invitation.id})
+        )
+
+        assert list_response.status_code == status.HTTP_200_OK
+        assert retrieve_response.status_code == status.HTTP_200_OK
+        assert {
+            invitation["id"]: invitation["attributes"]["state"]
+            for invitation in list_response.json()["data"]
+        } == {
+            str(active_invitation.id): Invitation.State.PENDING.value,
+            str(expired_invitation.id): Invitation.State.EXPIRED.value,
+            str(lapsed_invitation.id): Invitation.State.EXPIRED.value,
+        }
+        assert (
+            retrieve_response.json()["data"]["attributes"]["state"]
+            == Invitation.State.EXPIRED.value
+        )
+
+    @pytest.mark.parametrize(
+        "filter_name, filter_value, expected_invitations",
+        [
+            ("state", "pending", {"active"}),
+            ("state", "expired", {"expired", "lapsed"}),
+            ("state", "accepted", set()),
+            ("state__in", "pending", {"active"}),
+            ("state__in", "expired", {"expired", "lapsed"}),
+            ("state__in", "pending,expired", {"active", "expired", "lapsed"}),
+            ("state__in", "accepted,revoked", set()),
+        ],
+    )
+    def test_invitations_filter_state_treats_lapsed_pending_as_expired(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        filter_name,
+        filter_value,
+        expected_invitations,
+    ):
+        active_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation = self._create_lapsed_invitation(
+            "lapsed@prowler.com", tenants_fixture[0], create_test_user
+        )
+        invitation_ids = {
+            "active": str(active_invitation.id),
+            "expired": str(expired_invitation.id),
+            "lapsed": str(lapsed_invitation.id),
+        }
+
+        response = authenticated_client.get(
+            reverse("invitation-list"), {f"filter[{filter_name}]": filter_value}
+        )
+
+        assert response.status_code == status.HTTP_200_OK
+        assert {invitation["id"] for invitation in response.json()["data"]} == {
+            invitation_ids[name] for name in expected_invitations
+        }
+
    @pytest.mark.parametrize(
        "email",
        [
@@ -8791,8 +9058,10 @@ class TestInvitationViewSet:
            "invalid_email@",
            # There is a pending invitation with this email
            "testing@prowler.com",
+            "TESTING@prowler.com",
            # User is already a member of the tenant
            TEST_USER,
+            TEST_USER.upper(),
        ],
    )
    def test_invitations_create_invalid_email(
@@ -9047,6 +9316,56 @@ class TestInvitationViewSet:
            == "This invitation cannot be revoked."
        )

+    def test_invitations_delete_lapsed_invitation(
+        self, authenticated_client, invitations_fixture
+    ):
+        invitation, *_ = invitations_fixture
+        invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        invitation.save()
+
+        response = authenticated_client.delete(
+            reverse("invitation-detail", kwargs={"pk": str(invitation.id)})
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["detail"]
+            == "This invitation cannot be revoked."
+        )
+        invitation.refresh_from_db()
+        assert invitation.state == Invitation.State.PENDING
+
+    def test_invitations_partial_update_lapsed_invitation(
+        self, authenticated_client, invitations_fixture
+    ):
+        invitation, *_ = invitations_fixture
+        invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        invitation.save()
+        data = {
+            "data": {
+                "id": str(invitation.id),
+                "type": "invitations",
+                "attributes": {
+                    "email": invitation.email,
+                    "expires_at": self.TOMORROW_ISO,
+                },
+            }
+        }
+
+        response = authenticated_client.patch(
+            reverse("invitation-detail", kwargs={"pk": str(invitation.id)}),
+            data=json.dumps(data),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["detail"]
+            == "This invitation cannot be updated."
+        )
+        invitation.refresh_from_db()
+        assert invitation.is_lapsed
+
    def test_invitations_accept_invitation_new_user(self, client, invitations_fixture):
        invitation, *_ = invitations_fixture

@@ -18333,19 +18652,14 @@ class TestMuteRuleViewSet:
        assert len(data) == 2
        assert data[0]["id"] == str(mute_rules_fixture[first_index].id)

-    @patch("api.v1.views.chain")
-    @patch("api.v1.views.reaggregate_all_finding_group_summaries_task.si")
-    @patch("api.v1.views.mute_historical_findings_task.si")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    @patch("api.v1.views.transaction.on_commit", side_effect=lambda fn: fn())
    def test_mute_rules_create_valid(
        self,
        _mock_on_commit,
-        mock_mute_signature,
-        mock_reaggregate_signature,
-        mock_chain,
+        mock_mute_task,
        authenticated_client,
        findings_fixture,
-        create_test_user,
    ):
        """Test creating a valid mute rule."""
        finding_ids = [str(findings_fixture[0].id)]
@@ -18372,24 +18686,20 @@ class TestMuteRuleViewSet:
        assert response_data["attributes"]["name"] == "New Mute Rule"
        assert response_data["attributes"]["reason"] == "Security exception approved"

-        # Verify the finding was immediately muted
-        from api.models import Finding
-
        finding = Finding.objects.get(id=findings_fixture[0].id)
-        assert finding.muted is True
-        assert finding.muted_at is not None
-        assert finding.muted_reason == "Security exception approved"
+        assert finding.muted is False
+        assert finding.muted_at is None
+        assert finding.muted_reason is None

-        # Verify background task chain was called: mute → reaggregate all
-        mock_mute_signature.assert_called_once()
-        mock_reaggregate_signature.assert_called_once()
-        mock_chain.assert_called_once_with(
-            mock_mute_signature.return_value,
-            mock_reaggregate_signature.return_value,
+        mock_mute_task.assert_called_once_with(
+            kwargs={
+                "tenant_id": str(finding.tenant_id),
+                "mute_rule_id": response_data["id"],
+                "provider_ids": [str(finding.scan.provider_id)],
+            }
        )
-        mock_chain.return_value.apply_async.assert_called_once()

-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    def test_mute_rules_create_converts_finding_ids_to_uids(
        self,
        mock_task,
@@ -18425,7 +18735,7 @@ class TestMuteRuleViewSet:
        ]
        assert set(mute_rule.finding_uids) == set(expected_uids)

-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    def test_mute_rules_deduplicates_uids(
        self,
        mock_task,
@@ -18492,10 +18802,10 @@ class TestMuteRuleViewSet:

        finding1.refresh_from_db()
        finding2.refresh_from_db()
-        assert finding1.muted is True
-        assert finding2.muted is True
+        assert finding1.muted is False
+        assert finding2.muted is False

-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    def test_mute_rules_create_overlap_detection_active(
        self,
        mock_task,
@@ -18528,7 +18838,7 @@ class TestMuteRuleViewSet:
            "already muted" in error_detail.lower() or "overlap" in error_detail.lower()
        )

-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    def test_mute_rules_create_no_overlap_with_inactive(
        self,
        mock_task,
@@ -18584,7 +18894,7 @@ class TestMuteRuleViewSet:
            == "/data/attributes/finding_ids"
        )

-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
    def test_mute_rules_create_invalid_finding_ids(
        self, mock_task, authenticated_client
    ):
@@ -2149,6 +2149,12 @@ class InvitationSerializer(RLSSerializer):
        if tenant_id is not None:
            self.fields["roles"].queryset = Role.objects.filter(tenant_id=tenant_id)

+    def to_representation(self, instance):
+        data = super().to_representation(instance)
+        if instance.is_lapsed:
+            data["state"] = Invitation.State.EXPIRED.value
+        return data
+
    class Meta:
        model = Invitation
        fields = [
@@ -2175,6 +2181,7 @@ class InvitationBaseWriteSerializer(BaseWriteSerializer):
            self.fields["roles"].queryset = Role.objects.filter(tenant_id=tenant_id)

    def validate_email(self, value):
+        value = value.strip().lower()
        user = User.objects.filter(email=value).first()
        tenant_id = self.context["tenant_id"]
        if user and Membership.objects.filter(user=user, tenant=tenant_id).exists():
@@ -2182,9 +2189,13 @@ class InvitationBaseWriteSerializer(BaseWriteSerializer):
                "The user may already be a member of the tenant or there was an issue with the "
                "email provided."
            )
-        if Invitation.objects.filter(
-            email=value, state=Invitation.State.PENDING
-        ).exists():
+        pending_invitations = Invitation.objects.filter(
+            tenant_id=tenant_id, email=value, state=Invitation.State.PENDING
+        )
+        pending_invitations.filter(Invitation.lapsed_q()).update(
+            state=Invitation.State.EXPIRED
+        )
+        if pending_invitations.filter(expires_at__gt=datetime.now(UTC)).exists():
            raise ValidationError(
                "Unable to process your request. Please check the information provided and "
                "try again."
@@ -244,7 +244,6 @@ from api.v1.serializers import (
    UserUpdateSerializer,
 )
 from botocore.exceptions import ClientError, NoCredentialsError, ParamValidationError
-from celery import chain
 from celery.result import AsyncResult
 from config.custom_logging import BackendLogger
 from config.env import env
@@ -327,7 +326,7 @@ from rest_framework_simplejwt.token_blacklist.models import (
 )
 from tasks.beat import schedule_provider_scan
 from tasks.jobs.attack_paths import db_utils as attack_paths_db_utils
-from tasks.jobs.export import get_s3_client
+from tasks.jobs.export import get_s3_client, get_s3_presign_client
 from tasks.tasks import (
    QUEUED_SCAN_TASK_STATE,
    backfill_compliance_summaries_task,
@@ -342,8 +341,7 @@ from tasks.tasks import (
    enqueue_scan_execution_on_commit,
    get_active_provider_scan,
    jira_integration_task,
-    mute_historical_findings_task,
-    reaggregate_all_finding_group_summaries_task,
+    mute_findings_in_latest_scans_task,
    refresh_lighthouse_provider_models_task,
 )

@@ -2409,7 +2407,8 @@ class ScanViewSet(ProviderVisibilityMixin, BaseRLSViewSet):
            }
            if content_type:
                params["ResponseContentType"] = content_type
-            url = client.generate_presigned_url(
+            # The browser follows this URL, so it is signed against the public host.
+            url = (get_s3_presign_client() or client).generate_presigned_url(
                "get_object",
                Params=params,
                ExpiresIn=300,
@@ -2823,6 +2822,15 @@ class ScanViewSet(ProviderVisibilityMixin, BaseRLSViewSet):
                tenant_id=self.request.tenant_id,
                task_id=pre_task_id,
                task_status=(QUEUED_SCAN_TASK_STATE if active_scan else None),
+                # This response is serialized before the on_commit publish,
+                # so without these the caller gets a task id and no scan id.
+                # Kept in step with what `enqueue_scan_execution_on_commit`
+                # publishes below.
+                task_kwargs={
+                    "tenant_id": str(self.request.tenant_id),
+                    "scan_id": str(scan.id),
+                    "provider_id": str(scan.provider_id),
+                },
            )

            if not active_scan:
@@ -3479,12 +3487,8 @@ class ResourceViewSet(PaginateByPkMixin, BaseRLSViewSet):
        filtered_queryset = self.filter_queryset(self.get_queryset())

        latest_scans = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id,
-                state=StateChoices.COMPLETED,
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
+            Scan.all_objects.filter(tenant_id=tenant_id)
+            .latest_per_provider()
            .values("provider_id")
        )

@@ -3616,11 +3620,9 @@ class ResourceViewSet(PaginateByPkMixin, BaseRLSViewSet):
        tenant_id = request.tenant_id
        query_params = request.query_params

-        latest_scans_queryset = (
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-        )
+        latest_scans_queryset = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_per_provider()

        queryset = ResourceScanSummary.objects.filter(
            tenant_id=tenant_id,
@@ -4207,12 +4209,9 @@ class FindingViewSet(PaginateByPkMixin, BaseRLSViewSet):
        tenant_id = request.tenant_id
        filtered_queryset = self.filter_queryset(self.get_queryset())

-        latest_scan_ids = list(
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_ids_per_provider()
        filtered_queryset = filtered_queryset.filter(
            tenant_id=tenant_id, scan_id__in=latest_scan_ids
        )
@@ -4235,11 +4234,9 @@ class FindingViewSet(PaginateByPkMixin, BaseRLSViewSet):
        tenant_id = request.tenant_id
        query_params = request.query_params

-        latest_scans_queryset = (
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-        )
+        latest_scans_queryset = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_per_provider()
        raw_latest_scans_ids = list(
            latest_scans_queryset.values_list("id", "unique_resource_count")
        )
@@ -4473,7 +4470,7 @@ class InvitationViewSet(BaseRLSViewSet):

    def partial_update(self, request, *args, **kwargs):
        instance = self.get_object()
-        if instance.state != Invitation.State.PENDING:
+        if instance.state != Invitation.State.PENDING or instance.is_lapsed:
            raise ValidationError(detail="This invitation cannot be updated.")
        serializer = self.get_serializer(
            instance,
@@ -4487,7 +4484,7 @@ class InvitationViewSet(BaseRLSViewSet):

    def destroy(self, request, *args, **kwargs):
        instance = self.get_object()
-        if instance.state != Invitation.State.PENDING:
+        if instance.state != Invitation.State.PENDING or instance.is_lapsed:
            raise ValidationError(detail="This invitation cannot be revoked.")
        instance.state = Invitation.State.REVOKED
        instance.save()
@@ -4980,11 +4977,7 @@ class ComplianceOverviewViewSet(
        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)
-        )
+        return scans.latest_ids_per_provider()

    def _filtered_queryset_for_latest_provider_scans(self, latest_scan_ids=None):
        if latest_scan_ids is None:
@@ -5726,14 +5719,9 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
            else {}
        )

-        latest_scan_ids = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id, **provider_filter
+        ).latest_ids_per_provider()

        return filtered_queryset.filter(
            tenant_id=tenant_id, scan_id__in=latest_scan_ids
@@ -5760,16 +5748,10 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):

    def _latest_scan_ids_for_allowed_providers(self, tenant_id, provider_filters=None):
        provider_filter = self._get_provider_filter()
-        queryset = Scan.all_objects.filter(
-            tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-        )
+        queryset = Scan.all_objects.filter(tenant_id=tenant_id, **provider_filter)
        if provider_filters:
            queryset = queryset.filter(**provider_filters)
-        return (
-            queryset.order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        return queryset.latest_ids_per_provider()

    @action(detail=False, methods=["get"], url_name="providers")
    def providers(self, request):
@@ -5781,14 +5763,9 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
            else {}
        )

-        latest_scan_ids = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id, **provider_filter
+        ).latest_ids_per_provider()

        findings_aggregated = (
            queryset.filter(scan_id__in=latest_scan_ids)
@@ -7551,35 +7528,28 @@ class MuteRuleViewSet(BaseRLSViewSet):
        serializer = self.get_serializer(data=request.data)
        serializer.is_valid(raise_exception=True)

-        # Create the mute rule
+        tenant_id = str(request.tenant_id)
+        finding_ids = serializer.validated_data["finding_ids"]
+        provider_ids = list(
+            dict.fromkeys(
+                Finding.all_objects.filter(
+                    id__in=finding_ids, tenant_id=tenant_id
+                ).values_list("scan__provider_id", flat=True)
+            )
+        )
+
        mute_rule = serializer.save()

-        tenant_id = str(request.tenant_id)
-        finding_ids = request.data.get("finding_ids", [])
-
-        # Immediately mute the selected findings
-        Finding.all_objects.filter(
-            id__in=finding_ids, tenant_id=tenant_id, muted=False
-        ).update(
-            muted=True,
-            muted_at=mute_rule.inserted_at,
-            muted_reason=mute_rule.reason,
-        )
-
-        # Launch background task for historical muting + reaggregation
        transaction.on_commit(
-            lambda: chain(
-                mute_historical_findings_task.si(
-                    tenant_id=tenant_id,
-                    mute_rule_id=str(mute_rule.id),
-                ),
-                reaggregate_all_finding_group_summaries_task.si(
-                    tenant_id=tenant_id,
-                ),
-            ).apply_async()
+            lambda: mute_findings_in_latest_scans_task.apply_async(
+                kwargs={
+                    "tenant_id": tenant_id,
+                    "mute_rule_id": str(mute_rule.id),
+                    "provider_ids": [str(provider_id) for provider_id in provider_ids],
+                }
+            )
        )

-        # Return the created mute rule
        serializer = self.get_serializer(mute_rule)
        return Response(
            data=serializer.data,
@@ -7942,18 +7912,13 @@ class FindingGroupViewSet(JsonApiFilterMixin, BaseRLSViewSet):

    def _get_latest_findings_per_provider(self, filtered_queryset):
        """Keep only findings from each provider's most recent completed scan."""
-        # Materialize to a literal IN list. Left as a subquery, Postgres can't
-        # estimate the match count and picks a serial nested loop on
-        # resource_finding_mappings when one scan dominates findings
-        latest_scan_ids = list(
-            Scan.objects.filter(
-                tenant_id=self.request.tenant_id,
-                state=StateChoices.COMPLETED,
-            )
-            .order_by("provider_id", "-completed_at", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        # `latest_ids_per_provider` materializes to a literal IN list.
+        # Left as a subquery, Postgres can't estimate the match count and picks
+        # a serial nested loop on resource_finding_mappings when one scan
+        # dominates findings
+        latest_scan_ids = Scan.objects.filter(
+            tenant_id=self.request.tenant_id
+        ).latest_ids_per_provider()
        return filtered_queryset.filter(scan_id__in=latest_scan_ids)

    def _post_process_aggregation(self, aggregated_data):
@@ -8899,16 +8864,14 @@ class FindingGroupViewSet(JsonApiFilterMixin, BaseRLSViewSet):
        tenant_id = request.tenant_id
        queryset = self._get_finding_queryset()

-        # Order by -completed_at (matching the /latest summary path and the
-        # daily summary upsert keyed on midnight(completed_at)) so that
-        # overlapping scans do not make /resources and /latest read from
-        # different scans and report diverging counts.
-        latest_scan_ids = (
-            Scan.objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-completed_at", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        # The shared selector orders by -completed_at (matching the /latest
+        # summary path and the daily summary upsert keyed on
+        # midnight(completed_at)) so that overlapping scans do not make
+        # /resources and /latest read from different scans and report
+        # diverging counts.
+        latest_scan_ids = Scan.objects.filter(
+            tenant_id=tenant_id
+        ).latest_ids_per_provider()

        normalized_params = self._normalize_jsonapi_params(request.query_params)
        # Remove date filters since we're using latest
@@ -231,6 +231,62 @@ LOGGING = {
            "level": LEVEL,
            "propagate": False,
        },
+        # Celery loggers must be declared explicitly because
+        # disable_existing_loggers=True silences any logger that exists at
+        # dictConfig time but is not named here. Without these, fatal worker
+        # errors (e.g. celery.worker CRITICAL) produce no output.
+        # "celery" must keep propagating: get_task_logger() parents task
+        # loggers under celery.task, so blocking here hides them from root.
+        "celery": {
+            "level": LEVEL,
+            "propagate": True,
+        },
+        "celery.worker": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "celery.worker.consumer": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "celery.worker.consumer.consumer": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "kombu": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "kombu.transport.redis": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "billiard": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        "amqp": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
+        # WARNING keeps task failures but skips one "succeeded" line per task.
+        "celery.app.trace": {
+            "handlers": ["tasks_console"],
+            "level": "WARNING",
+            "propagate": False,
+        },
+        "celery.beat": {
+            "handlers": ["tasks_console"],
+            "level": LEVEL,
+            "propagate": False,
+        },
    },
    # Gunicorn required configuration
    "root": {
@@ -7,6 +7,7 @@ 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
+from django.core.exceptions import ImproperlyConfigured

 SECRET_KEY = env("SECRET_KEY", default="secret")
 DEBUG = env.bool("DJANGO_DEBUG", default=False)
@@ -295,6 +296,14 @@ DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY = env.str(
 )
 DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN = env.str("DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN", "")
 DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION = env.str("DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION", "")
+# Storage endpoint the API and Celery workers use to talk to S3-compatible object storage
+# such as MinIO. Empty means the real AWS S3 endpoint, which is unaffected.
+DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL = env.str("DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL", "")
+# Browser-reachable storage host used to sign download URLs. Empty means sign against the
+# same endpoint the API talks to, which is what Prowler Cloud on S3 does.
+DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL = env.str(
+    "DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL", ""
+)

 # HTTP Security Headers
 SECURE_CONTENT_TYPE_NOSNIFF = True
@@ -303,6 +312,11 @@ SECURE_REFERRER_POLICY = "strict-origin-when-cross-origin"

 DJANGO_DELETION_BATCH_SIZE = env.int("DJANGO_DELETION_BATCH_SIZE", 5000)

+# Public base URL of the Prowler UI (for example https://cloud.prowler.com). Used to
+# build links back to findings in outbound integrations such as Jira. Empty by
+# default, so self-hosted deployments emit no links unless they configure it.
+UI_BASE_URL = env.str("DJANGO_UI_BASE_URL", "").rstrip("/")
+
 # SAML requirement
 CSRF_COOKIE_SECURE = True
 SESSION_COOKIE_SECURE = True
@@ -315,6 +329,17 @@ ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES = env.int(
    "ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES", 960
 )  # 16h

+# Minimum age (of the scan row, or of the scan id itself when the row is gone) before
+# the periodic reaper will drop an orphaned temp Neo4j database. Keeps a scan that is
+# still legitimately in flight from ever losing its staging database mid-run.
+ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS = env.int(
+    "ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS", 6
+)
+if ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS <= 0:
+    raise ImproperlyConfigured(
+        "ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS must be a positive number of hours"
+    )
+
 # Selects where the persistent attack-paths graph is stored. The scan
 # temporary database is always Neo4j; only the sink is configurable.
 # Valid values: "neo4j" (default, OSS and local dev), "neptune" (hosted).
@@ -0,0 +1,107 @@
+"""Periodic reaper for orphaned temp Neo4j scan databases.
+
+`scan.py` creates a throw-away `db-tmp-scan-<attack_paths_scan_id>` database per
+scan and drops it once the scan finishes, success or failure. When the worker
+or Neo4j itself dies mid-scan, that drop never runs and nothing else ever
+revisits the database - it sits there forever. This sweep lists every temp
+database on the ingest cluster and drops the ones whose scan is gone or has
+been finished for longer than the configured safety margin.
+"""
+
+from datetime import UTC, datetime, timedelta
+
+from api.attack_paths import database as graph_database
+from api.db_router import MainRouter
+from api.models import AttackPathsScan, StateChoices
+from api.uuid_utils import datetime_from_uuid7
+from celery.utils.log import get_task_logger
+from config.django.base import ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS
+from uuid6 import UUID as UUID7
+
+logger = get_task_logger(__name__)
+
+TERMINAL_STATES = (
+    StateChoices.COMPLETED,
+    StateChoices.FAILED,
+    StateChoices.CANCELLED,
+)
+
+
+def reap_orphaned_tmp_databases() -> dict:
+    """Drop temp Neo4j scan databases whose scan is gone or long finished.
+
+    A failure listing databases aborts the whole sweep (nothing to iterate).
+    A failure reaping one database is logged and skipped so the rest of the
+    sweep still runs.
+    """
+    now = datetime.now(tz=UTC)
+    safety_margin = timedelta(hours=ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS)
+
+    try:
+        databases = graph_database.list_databases()
+    except Exception:
+        logger.exception("Failed to list ingest Neo4j databases for temp-db reap")
+        return {"dropped_count": 0, "databases": []}
+
+    tmp_databases = [
+        name for name in databases if name.startswith(graph_database.TEMP_DB_PREFIX)
+    ]
+
+    dropped: list[str] = []
+    for database in tmp_databases:
+        try:
+            if _is_orphaned(database, now, safety_margin):
+                graph_database.drop_database(database)
+                dropped.append(database)
+                logger.info(f"Dropped orphaned temp Neo4j database `{database}`")
+        except Exception:
+            logger.exception(f"Failed to reap temp Neo4j database `{database}`")
+
+    logger.info(f"Temp Neo4j database reap: {len(dropped)} dropped")
+    return {"dropped_count": len(dropped), "databases": dropped}
+
+
+def _is_orphaned(database: str, now: datetime, safety_margin: timedelta) -> bool:
+    """Decide whether a temp database is safe to drop.
+
+    No scan row: the row was hard-deleted (tenant/provider cleanup) or was
+    never created. Falls back to the scan id's own UUIDv7 timestamp so a
+    database created moments ago is never touched even without a row to check.
+
+    Scan row present: only reapable once it reached a terminal state and has
+    been finished for longer than the safety margin, so a scan still
+    legitimately executing is never touched.
+    """
+    scan_id = database[len(graph_database.TEMP_DB_PREFIX) :]
+
+    try:
+        scan_uuid = UUID7(scan_id)
+    except ValueError:
+        logger.warning(
+            f"Temp database `{database}` has an unparseable scan id, skipping"
+        )
+        return False
+
+    # Global sweep with no tenant context: admin_db bypasses RLS on purpose, the same
+    # way cleanup_stale_attack_paths_scans finds stale scans across every tenant.
+    scan = (
+        AttackPathsScan.all_objects.using(MainRouter.admin_db)
+        .filter(id=scan_uuid)
+        .first()
+    )
+
+    if scan is None:
+        if scan_uuid.version != 7:
+            logger.warning(
+                f"Temp database `{database}` has no scan row and a non-UUIDv7 id, "
+                "skipping"
+            )
+            return False
+        return now - datetime_from_uuid7(scan_uuid) >= safety_margin
+
+    if scan.state not in TERMINAL_STATES:
+        return False
+
+    # `mark_scan_finished` does not touch `updated_at`, so prefer `completed_at`
+    finished_at = scan.completed_at or scan.updated_at
+    return now - finished_at >= safety_margin
@@ -499,10 +499,13 @@ def backfill_provider_compliance_scores(tenant_id: str) -> dict:
                provider_id__in=existing_providers
            )

+        # `completed_scans` keeps its own `completed_at__isnull=False`: this
+        # task writes a *dated* ProviderComplianceScore row, so unlike the read
+        # paths it genuinely cannot use a scan without a `completed_at`.
        scan_info = list(
-            completed_scans.order_by("provider_id", "-completed_at")
-            .distinct("provider_id")
-            .values("id", "provider_id", "completed_at")
+            completed_scans.latest_per_provider().values(
+                "id", "provider_id", "completed_at"
+            )
        )

        if not scan_info:
@@ -6,6 +6,7 @@ import boto3
 import config.django.base as base
 from api.db_utils import rls_transaction
 from api.models import Scan
+from botocore.config import Config
 from botocore.exceptions import ClientError, NoCredentialsError, ParamValidationError
 from celery.utils.log import get_task_logger
 from django.conf import settings
@@ -206,15 +207,21 @@ def get_s3_client():
    This function attempts to initialize an S3 client by reading the AWS access key, secret key,
    session token, and region from environment variables. It then validates the client by listing
    available S3 buckets. If an error occurs during this process (for example, due to missing or
-    invalid credentials), it falls back to creating an S3 client without explicitly provided credentials,
-    which may rely on other configuration sources (e.g., IAM roles).
+    invalid credentials), it falls back to creating an S3 client without explicitly provided
+    credentials, which may rely on other configuration sources (e.g., IAM roles).
+
+    That fallback is only safe when no explicit endpoint is configured: with an endpoint set, the
+    explicit client already targets the intended S3-compatible storage, and the fallback client
+    would go to the AWS default provider chain instead, an unrelated real-AWS account reachable
+    from the host. So when an endpoint is configured, the original error propagates instead.

    Returns:
        boto3.client: A configured S3 client instance.

    Raises:
-        ClientError, NoCredentialsError, or ParamValidationError if both attempts to create a client fail.
+        ClientError, NoCredentialsError, or ParamValidationError if the client cannot be created.
    """
+    endpoint = settings.DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL
    s3_client = None
    try:
        s3_client = boto3.client(
@@ -222,16 +229,68 @@ def get_s3_client():
            aws_access_key_id=settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID,
            aws_secret_access_key=settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY,
            aws_session_token=settings.DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN,
-            region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION,
+            # Storage that has no meaningful region, MinIO among it, is usually configured
+            # without one, and botocore rejects an empty region before any request is made.
+            region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION or "us-east-1",
+            endpoint_url=endpoint or None,
        )
        s3_client.list_buckets()
    except (ClientError, NoCredentialsError, ParamValidationError, ValueError):
+        if endpoint:
+            raise
        s3_client = boto3.client("s3")
        s3_client.list_buckets()

    return s3_client


+def get_s3_presign_client():
+    """Return a client that signs download URLs with SigV4.
+
+    It is used when a public or internal storage host is configured, or when the bucket's
+    region is: boto3 otherwise presigns S3 URLs with SigV2, which S3 rejects for SSE-KMS
+    objects. None means none of those is set and the caller should presign with its own
+    client, which leaves those deployments with the URL they get today.
+
+    The public endpoint wins when both are set: the internal endpoint may only be reachable
+    from inside the cluster, and a URL signed against it would not open in a browser.
+    """
+    endpoint = (
+        settings.DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL
+        or settings.DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL
+    )
+    if not endpoint and not settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION:
+        return None
+
+    # Blank keys are signed as-is (empty credential scope) instead of deferring to the
+    # provider chain, so static credentials are only passed when they are set.
+    credentials = {}
+    if (
+        settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID
+        and settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY
+    ):
+        credentials = {
+            "aws_access_key_id": settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID,
+            "aws_secret_access_key": settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY,
+            # An empty string is a token as far as botocore is concerned: it appends an
+            # empty X-Amz-Security-Token that storage counts when it recomputes the signature.
+            "aws_session_token": settings.DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN or None,
+        }
+
+    return boto3.client(
+        "s3",
+        **credentials,
+        # SigV4 puts the region in the credential scope, and MinIO answers to us-east-1
+        # unless it was told otherwise, so an empty region would sign an unusable URL.
+        region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION or "us-east-1",
+        endpoint_url=endpoint or None,
+        # The signature covers the host, so the addressing style has to be pinned rather
+        # than guessed from the endpoint: MinIO serves path-style, and on AWS it keeps the
+        # regional host instead of the global one, which redirects for new buckets.
+        config=Config(signature_version="s3v4", s3={"addressing_style": "path"}),
+    )
+
+
 def _upload_to_s3(
    tenant_id: str, scan_id: str, local_path: str, relative_key: str
 ) -> str | None:
@@ -2,13 +2,16 @@ import os
 import time
 from datetime import UTC, datetime
 from glob import glob
+from urllib.parse import quote

 from api.db_router import READ_REPLICA_ALIAS, MainRouter
 from api.db_utils import REPLICA_MAX_ATTEMPTS, REPLICA_RETRY_BASE_DELAY, rls_transaction
 from api.models import Finding, Integration, Provider
+from api.rls import Tenant
 from api.utils import initialize_prowler_integration, initialize_prowler_provider
 from celery.utils.log import get_task_logger
 from config.django.base import DJANGO_FINDINGS_BATCH_SIZE
+from django.conf import settings
 from django.db import OperationalError
 from prowler.lib.outputs.asff.asff import ASFF
 from prowler.lib.outputs.compliance.generic.generic import GenericCompliance
@@ -16,6 +19,7 @@ from prowler.lib.outputs.csv.csv import CSV
 from prowler.lib.outputs.finding import Finding as FindingOutput
 from prowler.lib.outputs.html.html import HTML
 from prowler.lib.outputs.jira.exceptions.exceptions import JiraBaseException
+from prowler.lib.outputs.jira.jira import Jira
 from prowler.lib.outputs.ocsf.ocsf import OCSF
 from prowler.providers.aws.aws_provider import AwsProvider
 from prowler.providers.aws.lib.s3.s3 import S3
@@ -477,6 +481,55 @@ def upload_security_hub_integration(
        return False


+JIRA_LABEL_PREFIX = "prowler"
+
+
+def build_jira_finding_url(finding_uid: str) -> str:
+    """Build the Prowler UI link for a finding, or "" when no UI base URL is set.
+
+    The link filters by the finding ``uid`` rather than the per-scan record id so
+    it keeps resolving after the finding is seen again in later scans.
+    """
+    base_url = getattr(settings, "UI_BASE_URL", "")
+    if not base_url or not finding_uid:
+        return ""
+    return f"{base_url}/findings?filter[uid]={quote(finding_uid, safe='')}"
+
+
+def build_jira_issue_labels(
+    finding_uid: str, provider: str, severity: str, check_id: str
+) -> list[str]:
+    """Build the deterministic label set written to every Jira issue.
+
+    Labels are prefixed to avoid colliding with customer labels and sanitized so
+    Jira never rejects them; the finding-uid label is what lets a ticket be traced
+    back (or JQL-filtered) to its finding.
+    """
+    raw_labels = [
+        JIRA_LABEL_PREFIX,
+        f"{JIRA_LABEL_PREFIX}-{provider}" if provider else "",
+        f"{JIRA_LABEL_PREFIX}-{severity}" if severity else "",
+        f"{JIRA_LABEL_PREFIX}-{check_id}" if check_id else "",
+        Jira.build_finding_label(finding_uid),
+    ]
+    return Jira.sanitize_labels(raw_labels)
+
+
+def get_tenant_name(tenant_id: str) -> str:
+    """Return the tenant name for the Jira issue "Tenant Info" row, or "" if unknown.
+
+    The name is informational only, so a lookup failure must never block the send.
+    """
+    try:
+        return (
+            Tenant.objects.filter(id=tenant_id).values_list("name", flat=True).first()
+            or ""
+        )
+    except Exception:
+        logger.warning("Could not resolve tenant name for %s", tenant_id)
+        return ""
+
+
 def send_findings_to_jira(
    tenant_id: str,
    integration_id: str,
@@ -487,6 +540,7 @@ def send_findings_to_jira(
    with rls_transaction(tenant_id):
        integration = Integration.objects.get(id=integration_id)
        jira_integration = initialize_prowler_integration(integration)
+        tenant_info = get_tenant_name(tenant_id)

    num_tickets_created = 0
    error_messages = []
@@ -519,6 +573,15 @@ def send_findings_to_jira(
            recommendation = remediation.get("recommendation", {})
            remediation_code = remediation.get("code", {})

+            provider_type = finding_instance.scan.provider.provider
+            issue_labels = build_jira_issue_labels(
+                finding_uid=finding_instance.uid,
+                provider=provider_type,
+                severity=finding_instance.severity,
+                check_id=finding_instance.check_id,
+            )
+            finding_url = build_jira_finding_url(finding_instance.uid)
+
            try:
                # Send the individual finding to Jira
                result = jira_integration.send_finding(
@@ -527,7 +590,7 @@ def send_findings_to_jira(
                    severity=finding_instance.severity,
                    status=finding_instance.status,
                    status_extended=finding_instance.status_extended or "",
-                    provider=finding_instance.scan.provider.provider,
+                    provider=provider_type,
                    region=region,
                    resource_uid=resource_uid,
                    resource_name=resource_name,
@@ -542,6 +605,9 @@ def send_findings_to_jira(
                    compliance=finding_instance.compliance or {},
                    project_key=project_key,
                    issue_type=issue_type,
+                    issue_labels=issue_labels,
+                    finding_url=finding_url,
+                    tenant_info=tenant_info,
                )
            except JiraBaseException as error:
                error_message = error.message or JIRA_GENERIC_SEND_ERROR
@@ -557,6 +623,11 @@ def send_findings_to_jira(

            if result:
                num_tickets_created += 1
+                logger.info(
+                    "Finding %s sent to Jira as %s",
+                    finding_id,
+                    result.get("key") if isinstance(result, dict) else result,
+                )
            else:
                error_message = JIRA_GENERIC_SEND_ERROR
                logger.error(error_message)
@@ -1,63 +1,96 @@
+from collections.abc import Iterable
+
 from api.db_utils import rls_transaction
-from api.models import Finding, MuteRule
+from api.models import Finding, MuteRule, Scan
 from celery.utils.log import get_task_logger
-from config.django.base import DJANGO_FINDINGS_BATCH_SIZE
-from tasks.utils import batched

 logger = get_task_logger(__name__)


-def mute_historical_findings(tenant_id: str, mute_rule_id: str):
-    """
-    Mute historical findings that match the given mute rule.
+def _mute_findings_for_rule(
+    *,
+    tenant_id: str,
+    scan_id: str,
+    finding_uids: Iterable[str],
+    muted_at,
+    muted_reason: str,
+) -> int:
+    finding_uids = list(finding_uids)
+    if not finding_uids:
+        return 0

-    This function processes findings in batches, updating their muted status
-    and adding the mute reason.
+    return Finding.all_objects.filter(
+        tenant_id=tenant_id,
+        scan_id=scan_id,
+        uid__in=finding_uids,
+        muted=False,
+    ).update(
+        muted=True,
+        muted_at=muted_at,
+        muted_reason=muted_reason,
+    )

-    Args:
-        tenant_id (str): The tenant ID for RLS context
-        mute_rule_id (str): The ID of the mute rule to apply

-    Returns:
-        dict: Summary of the muting operation with findings_muted count
-    """
-    findings_muted_count = 0
+def mute_findings_in_latest_scans(
+    tenant_id: str, mute_rule_id: str, provider_ids: list[str]
+) -> dict:
+    """Apply a mute rule to the latest completed scan of each provider."""
+    provider_ids = list(dict.fromkeys(provider_ids))

-    # Get the list of UIDs to mute and the reason
    with rls_transaction(tenant_id):
        mute_rule = MuteRule.objects.get(id=mute_rule_id, tenant_id=tenant_id)
-        finding_uids = mute_rule.finding_uids
-        mute_reason = mute_rule.reason
-        muted_at = mute_rule.inserted_at
+        latest_scans = Scan.objects.filter(
+            tenant_id=tenant_id, provider_id__in=provider_ids
+        ).latest_ids_per_provider()

-    # Query findings that match the UIDs and are not already muted
-    with rls_transaction(tenant_id):
-        findings_to_mute = Finding.objects.filter(
-            tenant_id=tenant_id, uid__in=finding_uids, muted=False
-        )
-        total_findings = findings_to_mute.count()
-
-        logger.info(
-            f"Processing {total_findings} findings for mute rule {mute_rule_id}"
-        )
-
-        if total_findings > 0:
-            for batch, is_last in batched(
-                findings_to_mute.iterator(), DJANGO_FINDINGS_BATCH_SIZE
-            ):
-                batch_ids = [f.id for f in batch]
-                updated_count = Finding.all_objects.filter(
-                    id__in=batch_ids, tenant_id=tenant_id
-                ).update(
-                    muted=True,
-                    muted_at=muted_at,
-                    muted_reason=mute_reason,
-                )
-                findings_muted_count += updated_count
-
-    logger.info(f"Muted {findings_muted_count} findings for rule {mute_rule_id}")
+        changed_scan_ids = []
+        findings_muted = 0
+        for scan_id in latest_scans:
+            updated = _mute_findings_for_rule(
+                tenant_id=tenant_id,
+                scan_id=str(scan_id),
+                finding_uids=mute_rule.finding_uids,
+                muted_at=mute_rule.inserted_at,
+                muted_reason=mute_rule.reason,
+            )
+            if updated:
+                findings_muted += updated
+                changed_scan_ids.append(str(scan_id))

+    logger.info(
+        "Muted %d findings in %d latest scans for rule %s",
+        findings_muted,
+        len(changed_scan_ids),
+        mute_rule_id,
+    )
    return {
-        "findings_muted": findings_muted_count,
+        "findings_muted": findings_muted,
        "rule_id": mute_rule_id,
+        "scan_ids": changed_scan_ids,
    }
+
+
+def reconcile_scan_mute_rules(tenant_id: str, scan_id: str) -> dict:
+    """Apply the current enabled mute rules to one completed scan."""
+    findings_muted = 0
+
+    with rls_transaction(tenant_id):
+        mute_rules = MuteRule.objects.filter(tenant_id=tenant_id, enabled=True).values(
+            "finding_uids", "reason", "inserted_at"
+        )
+
+        for mute_rule in mute_rules:
+            findings_muted += _mute_findings_for_rule(
+                tenant_id=tenant_id,
+                scan_id=scan_id,
+                finding_uids=mute_rule["finding_uids"],
+                muted_at=mute_rule["inserted_at"],
+                muted_reason=mute_rule["reason"],
+            )
+
+    logger.info(
+        "Reconciled mute rules for scan %s; muted %d findings",
+        scan_id,
+        findings_muted,
+    )
+    return {"findings_muted": findings_muted, "scan_id": str(scan_id)}
@@ -84,6 +84,7 @@ _SKIP_RECOVERY = {
    "scan-perform-scheduled",
    "attack-paths-scan-perform",
    "attack-paths-cleanup-stale-scans",
+    "attack-paths-reap-orphaned-tmp-databases",
    "reconcile-orphan-tasks",
 }

@@ -5,7 +5,6 @@ import json
 import random
 import re
 import time
-import uuid
 from collections import defaultdict
 from collections.abc import Callable, Iterable
 from datetime import UTC, datetime
@@ -73,6 +72,7 @@ from tasks.jobs.queries import (
    COMPLIANCE_UPSERT_TENANT_SUMMARY_SQL,
 )
 from tasks.utils import CustomEncoder, batched
+from uuid6 import uuid7

 logger = get_task_logger(__name__)

@@ -1756,32 +1756,27 @@ def aggregate_findings(tenant_id: str, scan_id: str):


 def _aggregate_findings_by_region(
-    tenant_id: str, scan_id: str, modeled_threatscore_compliance_id: str
+    tenant_id: str,
+    scan_id: str,
+    normalized_threatscore_id: str,
+    threatscore_requirements_by_check: dict[str, list[str]],
 ) -> tuple[dict, dict]:
    """
    Aggregate findings by region using streaming, column-scoped ORM reads.

    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
-        scan_id: Scan UUID
-        modeled_threatscore_compliance_id: ID for ThreatScore compliance framework
+    instead of ``prefetch_related("resources")``. ThreatScore requirement ids
+    are resolved per ``check_id`` from ``threatscore_requirements_by_check``.

    Returns:
        tuple: (check_status_by_region, findings_count_by_compliance)
            - check_status_by_region: {region: {check_id: status}}
-            - findings_count_by_compliance: {region: {normalized_id: {requirement_id: {total, pass}}}}
+            - findings_count_by_compliance: {region: {normalized_threatscore_id: {requirement_id: {total, pass}}}}
    """
    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):
        findings = (
            Finding.all_objects.filter(
@@ -1790,14 +1785,12 @@ def _aggregate_findings_by_region(
                muted=False,
                status__in=["PASS", "FAIL"],
            )
-            .values_list("check_id", "status", "resource_regions", "compliance")
+            .values_list("check_id", "status", "resource_regions")
            .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
-            )
+        for check_id, status, resource_regions in findings:
+            threatscore_requirements = threatscore_requirements_by_check.get(check_id)

            for region in resource_regions or ():
                # Priority: FAIL > any other status
@@ -1809,7 +1802,7 @@ def _aggregate_findings_by_region(
                if threatscore_requirements:
                    compliance_key = findings_count_by_compliance.setdefault(
                        region, {}
-                    ).setdefault(normalized_id, {})
+                    ).setdefault(normalized_threatscore_id, {})

                    for requirement_id in threatscore_requirements:
                        requirement_stats = compliance_key.setdefault(
@@ -1848,15 +1841,28 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
        compliance_template = PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE[
            provider_instance.provider
        ]
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_threatscore_id = _normalized_compliance_key(
+            "ProwlerThreatScore", "1.0"
+        )

        requirement_lookup: dict[str, list[tuple[str, str]]] = {}
+        threatscore_requirements_by_check: dict[str, list[str]] = {}
        for compliance_id, compliance in compliance_template.items():
+            is_threatscore = (
+                _normalized_compliance_key(
+                    compliance["framework"], compliance["version"]
+                )
+                == normalized_threatscore_id
+            )
            for requirement_id, requirement in compliance["requirements"].items():
                for check_id in requirement["checks"].keys():
                    requirement_lookup.setdefault(check_id, []).append(
                        (compliance_id, requirement_id)
                    )
+                    if is_threatscore:
+                        threatscore_requirements_by_check.setdefault(
+                            check_id, []
+                        ).append(requirement_id)

        regions = []
        requirements_created = 0
@@ -1869,7 +1875,10 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
            # Aggregate findings by region using SQL for optimal performance
            check_status_by_region, findings_count_by_compliance = (
                _aggregate_findings_by_region(
-                    tenant_id, scan_id, modeled_threatscore_compliance_id
+                    tenant_id,
+                    scan_id,
+                    normalized_threatscore_id,
+                    threatscore_requirements_by_check,
                )
            )

@@ -1934,23 +1943,35 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
            # Yield rows lazily (consumed batch-by-batch by COPY) so peak memory
            # stays bounded; tally requirement_statuses in the same pass. The
            # ORM fallback re-iterates from scratch, so the tally resets first.
+            # Region is the innermost loop so consecutive rows share the leading
+            # columns of the table's secondary indexes.
            def _iter_compliance_requirement_rows():
                requirement_statuses.clear()
-                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 (
+                    compliance_id,
+                    framework,
+                    version,
+                    modeled_compliance_id,
+                    requirements,
+                ) in compliance_plan:
+                    stats_by_region = [
+                        (
+                            region,
+                            region_requirement_stats.get(region, {}).get(
+                                compliance_id, {}
+                            ),
+                            findings_count_by_compliance.get(region, {}).get(
+                                modeled_compliance_id, {}
+                            ),
                        )
-                        for requirement_id, description, total_checks in requirements:
+                        for region in regions
+                    ]
+                    for requirement_id, description, total_checks in requirements:
+                        for (
+                            region,
+                            compliance_stats,
+                            compliance_findings,
+                        ) in stats_by_region:
                            stats = compliance_stats.get(requirement_id)
                            if stats:
                                passed_checks = stats["passed_checks"]
@@ -1981,7 +2002,7 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
                                requirement_statuses[key]["pass_count"] += 1

                            yield {
-                                "id": uuid.uuid4(),
+                                "id": uuid7(),
                                "tenant_id": tenant_id_str,
                                "inserted_at": utc_datetime_now,
                                "compliance_id": compliance_id,
@@ -2679,20 +2700,37 @@ def reset_ephemeral_resource_findings_count(tenant_id: str, scan_id: str) -> dic
    # refreshed). Wiping based on the older scan would zero counts the newer
    # scan just set. Skip and let the newer scan's reset task do the work; if
    # this task was delayed in the queue, that's the correct outcome.
-    # `completed_at__isnull=False` is required: Postgres orders NULL first in
-    # DESC, so a sibling COMPLETED scan with a missing completed_at would sort
-    # as "newest" and incorrectly cause us to skip.
+    #
+    # The comparison must be against the newest *full-scope* scan, which is
+    # what this variable has always been named after but did not use to be:
+    # the query filtered nothing about scope, so any newer scan that is not
+    # full-scope (an imported one, for instance) made the full-scope scan
+    # skip its own cleanup and leave ephemeral resources with a stale
+    # failed_findings_count permanently.
+    #
+    # `is_full_scope()` reads `trigger` plus the scoping keys inside
+    # `scanner_args`, which is not expressible as a WHERE clause, so the
+    # candidates are walked newest-first in Python until the first full-scope
+    # one. The walk needs no cap: `scan` is itself a full-scope candidate, so
+    # it stops at `scan` at the latest, after reading only the scans newer than
+    # it. A fixed window would return None once more newer scoped scans had
+    # landed than it inspected, and skip the cleanup exactly like the bug above.
+    #
+    # NULL `completed_at` no longer needs an explicit filter here: the shared
+    # ordering in `ScanQuerySet.LATEST_ORDER_BY` sorts NULLs last
+    # rather than excluding them, which also fixes the case where a provider
+    # whose completed scans all have a NULL `completed_at` resolved to None and
+    # therefore never ran the reset at all.
    with rls_transaction(tenant_id):
-        latest_full_scope_scan_id = (
-            Scan.objects.filter(
-                tenant_id=tenant_id,
-                provider_id=scan.provider_id,
-                state=StateChoices.COMPLETED,
-                completed_at__isnull=False,
-            )
-            .order_by("-completed_at", "-inserted_at")
-            .values_list("id", flat=True)
-            .first()
+        candidates = (
+            Scan.objects.filter(tenant_id=tenant_id, provider_id=scan.provider_id)
+            .latest_first()
+            .only("id", "trigger", "scanner_args")
+            .iterator(chunk_size=100)
+        )
+        latest_full_scope_scan_id = next(
+            (candidate.id for candidate in candidates if candidate.is_full_scope()),
+            None,
        )
    if latest_full_scope_scan_id != scan.id:
        logger.info(
@@ -1,3 +1,4 @@
+import json
 import os
 from datetime import UTC, datetime, timedelta
 from pathlib import Path
@@ -42,6 +43,7 @@ from tasks.jobs.attack_paths import (
 )
 from tasks.jobs.attack_paths import db_utils as attack_paths_db_utils
 from tasks.jobs.attack_paths.cleanup import cleanup_stale_attack_paths_scans
+from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
 from tasks.jobs.backfill import (
    aggregate_scan_category_summaries,
    aggregate_scan_resource_group_summaries,
@@ -73,7 +75,10 @@ from tasks.jobs.lighthouse_providers import (
    check_lighthouse_provider_connection,
    refresh_lighthouse_provider_models,
 )
-from tasks.jobs.muting import mute_historical_findings
+from tasks.jobs.muting import (
+    mute_findings_in_latest_scans,
+    reconcile_scan_mute_rules,
+)
 from tasks.jobs.orphan_recovery import reconcile_orphans
 from tasks.jobs.report import (
    STALE_TMP_OUTPUT_MAX_AGE_HOURS,
@@ -160,13 +165,28 @@ def create_scan_task_record(
    task_id: str,
    task_name: str = "scan-perform",
    task_status: str | None = states.PENDING,
+    task_kwargs: dict | None = None,
 ) -> Task:
+    """Pre-create the TaskResult + Task rows for a pre-generated task id.
+
+    Pass ``task_kwargs`` when the response built from this record is serialized
+    before the broker publish. ``task_kwargs`` is otherwise only written by the
+    ``before_task_publish`` signal (``api/signals.py``), and the scan publish is
+    deferred to ``on_commit``, so the 202 would carry an empty ``task_args`` and
+    the caller would have no way to learn the scan id it was just handed a task
+    for. The publish later overwrites the field with the same kwargs as a Python
+    repr; both forms decode to the same dict (``decode_celery_field``).
+    """
    if task_status is None:
        task_status = states.PENDING

+    defaults = {"status": task_status, "task_name": task_name}
+    if task_kwargs is not None:
+        defaults["task_kwargs"] = json.dumps(task_kwargs)
+
    task_result, _ = TaskResult.objects.update_or_create(
        task_id=str(task_id),
-        defaults={"status": task_status, "task_name": task_name},
+        defaults=defaults,
    )
    prowler_task, _ = Task.objects.update_or_create(
        id=str(task_id),
@@ -526,6 +546,7 @@ def perform_scan_task(
            provider_id=provider_id,
            checks_to_execute=checks_to_execute,
        )
+        reconcile_scan_mute_rules(tenant_id, scan_id)
        _perform_scan_complete_tasks(tenant_id, scan_id, provider_id)
        return result
    finally:
@@ -635,6 +656,7 @@ def perform_scheduled_scan_task(self, tenant_id: str, provider_id: str):
            scan_id=str(scan_instance.id),
            provider_id=provider_id,
        )
+        reconcile_scan_mute_rules(tenant_id, str(scan_instance.id))
        _perform_scan_complete_tasks(tenant_id, str(scan_instance.id), provider_id)
        return result
    finally:
@@ -706,6 +728,13 @@ def cleanup_stale_attack_paths_scans_task():
    return cleanup_stale_attack_paths_scans()


+@shared_task(
+    name="attack-paths-reap-orphaned-tmp-databases", queue="attack-paths-scans"
+)
+def reap_orphaned_attack_paths_tmp_databases_task():
+    return reap_orphaned_tmp_databases()
+
+
@shared_task(name="reconcile-orphan-tasks", queue="celery")
 def reconcile_orphan_tasks_task():
    """Periodic watchdog: recover tasks whose worker is gone (deploys, crashes)."""
@@ -1188,85 +1217,48 @@ def aggregate_finding_group_summaries_task(tenant_id: str, scan_id: str):
    return aggregate_finding_group_summaries(tenant_id=tenant_id, scan_id=scan_id)


-@shared_task(
-    base=RLSTask, name="reaggregate-all-finding-group-summaries", queue="overview"
-)
-@set_tenant(keep_tenant=True)
-def reaggregate_all_finding_group_summaries_task(tenant_id: str):
-    """Reaggregate every pre-aggregated summary table for this tenant.
+def _dispatch_scan_summary_reaggregation(tenant_id: str, scan_ids: list[str]) -> None:
+    if not scan_ids:
+        return

-    Mirrors the unbounded scope of `mute_historical_findings_task`: that task
-    rewrites every Finding row whose UID matches a mute rule, with no time
-    limit. To keep the pre-aggregated tables consistent with that update,
-    this task re-runs the same per-scan aggregation pipeline that scan
-    completion runs on the latest completed scan of every (provider, day)
-    pair, rebuilding the tables that power the read endpoints:
-
-      - `ScanSummary` and `DailySeveritySummary` -> `/overviews/findings`,
-        `/overviews/findings-severity`, `/overviews/services`.
-      - `FindingGroupDailySummary` -> `/finding-groups` and
-        `/finding-groups/latest`.
-      - `ScanGroupSummary` -> `/overviews/resource-groups` (resource
-        inventory).
-      - `ScanCategorySummary` -> `/overviews/categories`.
-      - `AttackSurfaceOverview` -> `/overviews/attack-surfaces`.
-
-    Per-scan pipelines are dispatched in parallel via a Celery group so
-    wallclock scales with the worker pool.
-    """
-    completed_scans = list(
-        Scan.objects.filter(
-            tenant_id=tenant_id,
-            state=StateChoices.COMPLETED,
-            completed_at__isnull=False,
-        )
-        .order_by("-completed_at")
-        .values("id", "completed_at", "provider_id")
+    logger.info(
+        "Reaggregating overview/finding summaries for %d latest scans",
+        len(scan_ids),
    )
-
-    # Keep the latest scan per (provider, day) pair so the daily summary row
-    # the aggregator writes is the most recent snapshot of that day for that
-    # provider. Iterating from most recent to oldest means the first scan we
-    # see for a given key wins.
-    latest_scans: dict[tuple, str] = {}
-    for scan in completed_scans:
-        key = (scan["provider_id"], scan["completed_at"].date())
-        if key not in latest_scans:
-            latest_scans[key] = str(scan["id"])
-
-    scan_ids = list(latest_scans.values())
-    if scan_ids:
-        logger.info(
-            "Reaggregating overview/finding summaries for %d scans (provider x day)",
-            len(scan_ids),
-        )
-        # DailySeveritySummary reads from ScanSummary, so ScanSummary must be
-        # recomputed first; the other aggregators read Finding directly and
-        # can run in parallel with the severity step.
-        group(
-            chain(
-                perform_scan_summary_task.si(tenant_id=tenant_id, scan_id=scan_id),
-                group(
-                    aggregate_daily_severity_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_finding_group_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_scan_resource_group_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_scan_category_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_attack_surface_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
+    group(
+        chain(
+            perform_scan_summary_task.si(tenant_id=tenant_id, scan_id=scan_id),
+            group(
+                aggregate_daily_severity_task.si(tenant_id=tenant_id, scan_id=scan_id),
+                aggregate_finding_group_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
                ),
-            )
-            for scan_id in scan_ids
-        ).apply_async()
-    return {"scans_reaggregated": len(scan_ids)}
+                aggregate_scan_resource_group_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
+                ),
+                aggregate_scan_category_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
+                ),
+                aggregate_attack_surface_task.si(tenant_id=tenant_id, scan_id=scan_id),
+            ),
+        )
+        for scan_id in scan_ids
+    ).apply_async()
+
+
+@shared_task(base=RLSTask, name="findings-mute-latest-scans", queue="overview")
+@set_tenant(keep_tenant=True)
+def mute_findings_in_latest_scans_task(
+    tenant_id: str, mute_rule_id: str, provider_ids: list[str]
+):
+    """Apply a mute rule to current scans and rebuild only changed summaries."""
+    result = mute_findings_in_latest_scans(
+        tenant_id=tenant_id,
+        mute_rule_id=mute_rule_id,
+        provider_ids=provider_ids,
+    )
+    _dispatch_scan_summary_reaggregation(tenant_id, result["scan_ids"])
+    return result


@shared_task(base=RLSTask, name="lighthouse-connection-check")
@@ -1467,25 +1459,3 @@ def generate_compliance_reports_task(tenant_id: str, scan_id: str, provider_id:
        generate_csa=True,
        generate_cis=True,
    )
-
-
-@shared_task(name="findings-mute-historical")
-def mute_historical_findings_task(tenant_id: str, mute_rule_id: str):
-    """
-    Background task to mute all historical findings matching a mute rule.
-
-    This task processes findings in batches to avoid memory issues with large datasets.
-    It updates the Finding.muted, Finding.muted_at, and Finding.muted_reason fields
-    for all findings whose UID is in the mute rule's finding_uids list.
-
-    Args:
-        tenant_id (str): The tenant ID for RLS context.
-        mute_rule_id (str): The primary key of the MuteRule to apply.
-
-    Returns:
-        dict: A dictionary containing:
-            - 'findings_muted' (int): Total number of findings muted.
-            - 'rule_id' (str): The mute rule ID.
-            - 'status' (str): Final status ('completed').
-    """
-    return mute_historical_findings(tenant_id, mute_rule_id)
@@ -0,0 +1,286 @@
+from datetime import UTC, datetime, timedelta
+from unittest.mock import patch
+from uuid import uuid4
+
+import pytest
+from api.attack_paths.database import TEMP_DB_PREFIX
+from api.models import AttackPathsScan, StateChoices
+from api.uuid_utils import datetime_to_uuid7
+from config.django.base import ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS
+
+MARGIN = timedelta(hours=ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS)
+
+
+def _tmp_db_name(scan_uuid) -> str:
+    return f"{TEMP_DB_PREFIX}{scan_uuid}"
+
+
+@pytest.mark.django_db
+class TestReapOrphanedTmpDatabases:
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_ignores_databases_without_the_temp_prefix(self, mock_list, mock_drop):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        mock_list.return_value = ["db-tenant-abc123", "system", "neo4j"]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_drops_temp_db_with_no_scan_row_past_safety_margin(
+        self, mock_list, mock_drop
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        old_scan_id = datetime_to_uuid7(
+            datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        )
+        database = _tmp_db_name(old_scan_id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 1, "databases": [database]}
+        mock_drop.assert_called_once_with(database)
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_preserves_temp_db_with_no_scan_row_inside_safety_margin(
+        self, mock_list, mock_drop
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        recent_scan_id = datetime_to_uuid7(datetime.now(tz=UTC) - timedelta(minutes=5))
+        database = _tmp_db_name(recent_scan_id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_preserves_temp_db_with_unparseable_scan_id(self, mock_list, mock_drop):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        database = f"{TEMP_DB_PREFIX}not-a-uuid"
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_drops_terminal_scan_past_safety_margin(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        old_updated_at = datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=StateChoices.COMPLETED,
+        )
+        AttackPathsScan.objects.filter(id=scan.id).update(updated_at=old_updated_at)
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 1, "databases": [database]}
+        mock_drop.assert_called_once_with(database)
+
+    @pytest.mark.parametrize(
+        "state",
+        [StateChoices.FAILED, StateChoices.CANCELLED],
+    )
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_drops_other_terminal_states_past_safety_margin(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider, state
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        old_updated_at = datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=state,
+        )
+        AttackPathsScan.objects.filter(id=scan.id).update(updated_at=old_updated_at)
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result["dropped_count"] == 1
+        mock_drop.assert_called_once_with(database)
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_preserves_terminal_scan_inside_safety_margin(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=StateChoices.COMPLETED,
+        )
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_margin_counts_from_completed_at_not_updated_at(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        old = datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=StateChoices.COMPLETED,
+        )
+        AttackPathsScan.objects.filter(id=scan.id).update(
+            updated_at=old, completed_at=datetime.now(tz=UTC)
+        )
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_drops_scan_completed_past_safety_margin(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        old = datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=StateChoices.FAILED,
+        )
+        AttackPathsScan.objects.filter(id=scan.id).update(
+            updated_at=old, completed_at=old
+        )
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 1, "databases": [database]}
+        mock_drop.assert_called_once_with(database)
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_never_drops_an_executing_scan_regardless_of_age(
+        self, mock_list, mock_drop, tenants_fixture, aws_provider
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        tenant = tenants_fixture[0]
+        very_old = datetime.now(tz=UTC) - timedelta(days=30)
+        scan = AttackPathsScan.objects.create(
+            tenant_id=tenant.id,
+            provider=aws_provider,
+            state=StateChoices.EXECUTING,
+        )
+        AttackPathsScan.objects.filter(id=scan.id).update(updated_at=very_old)
+
+        database = _tmp_db_name(scan.id)
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_one_failed_drop_does_not_stop_the_rest_of_the_sweep(
+        self, mock_list, mock_drop
+    ):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        old_time = datetime.now(tz=UTC) - MARGIN - timedelta(hours=1)
+        failing_scan_id = datetime_to_uuid7(old_time)
+        succeeding_scan_id = datetime_to_uuid7(old_time)
+        failing_db = _tmp_db_name(failing_scan_id)
+        succeeding_db = _tmp_db_name(succeeding_scan_id)
+        mock_list.return_value = [failing_db, succeeding_db]
+        mock_drop.side_effect = [Exception("boom"), None]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 1, "databases": [succeeding_db]}
+        assert mock_drop.call_count == 2
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_returns_empty_result_when_listing_databases_fails(self, mock_list):
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        mock_list.side_effect = Exception("neo4j unreachable")
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.drop_database")
+    @patch("tasks.jobs.attack_paths.tmp_db_reaper.graph_database.list_databases")
+    def test_preserves_temp_db_with_random_uuid_and_no_row(self, mock_list, mock_drop):
+        """A non-UUIDv7 id with no matching row has no reliable timestamp, so it
+        must be left alone rather than guessed at."""
+        from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
+
+        database = _tmp_db_name(uuid4())
+        mock_list.return_value = [database]
+
+        result = reap_orphaned_tmp_databases()
+
+        assert result == {"dropped_count": 0, "databases": []}
+        mock_drop.assert_not_called()
+
+
+class TestReapOrphanedTmpDatabasesTask:
+    @patch(
+        "tasks.tasks.reap_orphaned_tmp_databases",
+        return_value={"dropped_count": 2, "databases": ["db-tmp-scan-a"]},
+    )
+    def test_task_invokes_the_reaper(self, mock_reap):
+        from tasks.tasks import reap_orphaned_attack_paths_tmp_databases_task
+
+        result = reap_orphaned_attack_paths_tmp_databases_task.run()
+
+        assert result == {"dropped_count": 2, "databases": ["db-tmp-scan-a"]}
+        mock_reap.assert_called_once_with()
@@ -3,16 +3,20 @@ import uuid
 import zipfile
 from datetime import datetime
 from pathlib import Path
-from unittest.mock import MagicMock, patch
+from unittest.mock import MagicMock, call, patch
+from urllib.parse import parse_qs, urlparse

+import boto3
 import pytest
 from botocore.exceptions import ClientError
+from django.test import override_settings
 from tasks.jobs.export import (
    _compress_output_files,
    _generate_compliance_output_directory,
    _generate_output_directory,
    _upload_to_s3,
    get_s3_client,
+    get_s3_presign_client,
 )


@@ -47,15 +51,59 @@ class TestOutputs:
        assert client is not None
        client_mock.list_buckets.assert_called()

+    @patch("tasks.jobs.export.boto3.client")
+    @override_settings(
+        DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID="access-key",
+        DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY="secret-key",
+        DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN="",
+        DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION="",
+    )
+    def test_get_s3_client_without_a_region_uses_a_default(self, mock_boto_client):
+        """botocore rejects an empty region up front, and the download views do not catch it."""
+        get_s3_client()
+
+        assert mock_boto_client.call_args.kwargs["region_name"] == "us-east-1"
+
+    @patch("tasks.jobs.export.boto3.client")
+    @override_settings(DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL="http://minio:9000")
+    def test_get_s3_client_passes_the_endpoint_when_set(self, mock_boto_client):
+        get_s3_client()
+
+        assert mock_boto_client.call_args.kwargs["endpoint_url"] == "http://minio:9000"
+
+    @patch("tasks.jobs.export.boto3.client")
+    @override_settings(DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL="")
+    def test_get_s3_client_endpoint_empty_by_default(self, mock_boto_client):
+        """Empty keeps today's behavior: no endpoint override, real S3 is used."""
+        get_s3_client()
+
+        assert mock_boto_client.call_args.kwargs["endpoint_url"] is None
+
+    @patch("tasks.jobs.export.boto3.client")
+    @override_settings(DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL="http://minio:9000")
+    def test_get_s3_client_does_not_fall_back_when_endpoint_set(self, mock_boto_client):
+        """A configured endpoint means the explicit client failed talking to it. The fallback
+        goes to the default provider chain (e.g. an EC2 instance role) against real AWS, so it
+        must not be used: the original error propagates instead."""
+        error = ClientError({"Error": {"Code": "403"}}, "ListBuckets")
+        mock_boto_client.side_effect = error
+
+        with pytest.raises(ClientError):
+            get_s3_client()
+
+        mock_boto_client.assert_called_once()
+
    @patch("tasks.jobs.export.boto3.client")
    @patch("tasks.jobs.export.settings")
    def test_get_s3_client_fallback(self, mock_settings, mock_boto_client):
+        mock_settings.DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL = ""
        mock_boto_client.side_effect = [
            ClientError({"Error": {"Code": "403"}}, "ListBuckets"),
            MagicMock(),
        ]
        client = get_s3_client()
        assert client is not None
+        assert mock_boto_client.call_args_list[1] == call("s3")

    @patch("tasks.jobs.export.get_s3_client")
    @patch("tasks.jobs.export.base")
@@ -243,3 +291,167 @@ class TestOutputs:
        assert os.path.isdir(os.path.dirname(ens))
        assert threatscore.endswith(f"aws-test-check-{expected_timestamp}")
        assert ens.endswith(f"aws-test-check-{expected_timestamp}")
+
+
+PRESIGN_SETTINGS = {
+    "DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID": "access-key",
+    "DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY": "secret-key",
+    "DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN": "",
+    "DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION": "eu-west-1",
+}
+
+
+def _presign(client):
+    return client.generate_presigned_url(
+        "get_object",
+        Params={"Bucket": "output-bucket", "Key": "tenant/scan/report.zip"},
+        ExpiresIn=300,
+    )
+
+
+class TestS3PresignClient:
+    @override_settings(
+        **{**PRESIGN_SETTINGS, "DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION": ""},
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="",
+    )
+    def test_no_public_endpoint_and_no_region_returns_none(self):
+        # Without a region, SigV4 would have to guess one and break other regions.
+        assert get_s3_presign_client() is None
+
+    @override_settings(**PRESIGN_SETTINGS, DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="")
+    def test_region_without_public_endpoint_signs_sigv4_on_the_regional_host(self):
+        # SSE-KMS objects reject the SigV2 URLs boto3 presigns by default, and the
+        # global host redirects for new buckets, which breaks a SigV4 signature.
+        url = urlparse(_presign(get_s3_presign_client()))
+        query = parse_qs(url.query)
+
+        assert url.netloc == "s3.eu-west-1.amazonaws.com"
+        assert url.path == "/output-bucket/tenant/scan/report.zip"
+        assert query["X-Amz-Algorithm"] == ["AWS4-HMAC-SHA256"]
+        assert "/eu-west-1/s3/aws4_request" in query["X-Amz-Credential"][0]
+
+    @override_settings(
+        **{
+            **PRESIGN_SETTINGS,
+            "DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID": "",
+            "DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY": "",
+        },
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="",
+    )
+    def test_region_without_static_keys_signs_with_the_default_chain(self, monkeypatch):
+        # An ECS task role reaches boto3 through the default chain, like the env here.
+        # A fresh default session keeps these keys from being cached for later tests.
+        monkeypatch.setattr(boto3, "DEFAULT_SESSION", None)
+        monkeypatch.setenv("AWS_ACCESS_KEY_ID", "role-access-key")
+        monkeypatch.setenv("AWS_SECRET_ACCESS_KEY", "role-secret-key")
+        monkeypatch.setenv("AWS_DEFAULT_REGION", "us-east-1")
+
+        query = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert query["X-Amz-Credential"][0].startswith("role-access-key/")
+        assert "/eu-west-1/s3/aws4_request" in query["X-Amz-Credential"][0]
+
+    @override_settings(
+        **{**PRESIGN_SETTINGS, "DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION": ""},
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="",
+        DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL="http://minio:9000",
+    )
+    def test_internal_endpoint_without_public_endpoint_signs_against_it(self):
+        # No browser-reachable host was configured, so the internal one is the best
+        # available target instead of falling through to the real AWS host.
+        url = urlparse(_presign(get_s3_presign_client()))
+
+        assert url.netloc == "minio:9000"
+        assert url.path == "/output-bucket/tenant/scan/report.zip"
+
+    @override_settings(
+        **PRESIGN_SETTINGS,
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+        DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL="http://minio:9000",
+    )
+    def test_public_endpoint_wins_over_the_internal_endpoint(self):
+        url = urlparse(_presign(get_s3_presign_client()))
+
+        assert url.netloc == "storage.example.com"
+
+    @override_settings(
+        **PRESIGN_SETTINGS,
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_url_targets_the_public_host_in_path_style(self):
+        url = urlparse(_presign(get_s3_presign_client()))
+
+        assert url.netloc == "storage.example.com"
+        assert url.path == "/output-bucket/tenant/scan/report.zip"
+
+    @override_settings(
+        **PRESIGN_SETTINGS,
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_signature_covers_the_public_host(self):
+        query = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert query["X-Amz-SignedHeaders"] == ["host"]
+        assert "/eu-west-1/s3/aws4_request" in query["X-Amz-Credential"][0]
+
+    @override_settings(
+        **PRESIGN_SETTINGS,
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_signature_is_bound_to_the_host_it_was_signed_against(self):
+        """Rewriting the host afterwards cannot work, which is why the endpoint is a setting."""
+        public = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        with override_settings(
+            DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="http://minio:9000"
+        ):
+            internal = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert public["X-Amz-Signature"] != internal["X-Amz-Signature"]
+
+    @override_settings(
+        **{**PRESIGN_SETTINGS, "DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION": ""},
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_region_falls_back_to_the_minio_default(self):
+        query = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert "/us-east-1/s3/aws4_request" in query["X-Amz-Credential"][0]
+
+    @override_settings(
+        **PRESIGN_SETTINGS,
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_unset_session_token_is_left_out_of_the_url(self):
+        """An empty token still reaches the URL as a blank param that storage signs over."""
+        url = _presign(get_s3_presign_client())
+        query = parse_qs(urlparse(url).query, keep_blank_values=True)
+
+        assert "X-Amz-Security-Token" not in query
+
+    @override_settings(
+        **{**PRESIGN_SETTINGS, "DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN": "session-token"},
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_session_token_is_forwarded_when_set(self):
+        query = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert query["X-Amz-Security-Token"] == ["session-token"]
+
+    @override_settings(
+        **{
+            **PRESIGN_SETTINGS,
+            "DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID": "",
+            "DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY": "",
+        },
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+    )
+    def test_blank_static_credentials_defer_to_the_provider_chain(self, monkeypatch):
+        """Empty keys would otherwise be signed as-is, yielding a blank credential scope."""
+        monkeypatch.setenv("AWS_ACCESS_KEY_ID", "chain-key")
+        monkeypatch.setenv("AWS_SECRET_ACCESS_KEY", "chain-secret")
+        monkeypatch.delenv("AWS_SESSION_TOKEN", raising=False)
+
+        query = parse_qs(urlparse(_presign(get_s3_presign_client())).query)
+
+        assert query["X-Amz-Credential"][0].startswith("chain-key/")
@@ -6,15 +6,20 @@ from api.db_router import READ_REPLICA_ALIAS, MainRouter
 from api.models import Integration
 from api.utils import prowler_integration_connection_test
 from django.db import OperationalError
+from django.test import override_settings
 from prowler.lib.outputs.jira.exceptions.exceptions import (
    JiraRefreshTokenError,
    JiraRequiredCustomFieldsError,
 )
+from prowler.lib.outputs.jira.jira import Jira
 from prowler.providers.aws.lib.security_hub.security_hub import SecurityHubConnection
 from prowler.providers.common.models import Connection
 from tasks.jobs.integrations import (
+    build_jira_finding_url,
+    build_jira_issue_labels,
    get_s3_client_from_integration,
    get_security_hub_client_from_integration,
+    get_tenant_name,
    send_findings_to_jira,
    upload_s3_integration,
    upload_security_hub_integration,
@@ -1696,6 +1701,7 @@ class TestJiraIntegration:

        finding1 = MagicMock()
        finding1.id = "finding-1"
+        finding1.uid = "prowler-aws-check_001-123456789012-us-east-1-my bucket"
        finding1.check_id = "check_001"
        finding1.severity = "high"
        finding1.status = "FAIL"
@@ -1724,6 +1730,7 @@ class TestJiraIntegration:

        finding2 = MagicMock()
        finding2.id = "finding-2"
+        finding2.uid = "prowler-azure-check_002-sub/resource"
        finding2.check_id = "check_002"
        finding2.severity = "medium"
        finding2.status = "PASS"
@@ -1748,9 +1755,13 @@ class TestJiraIntegration:
        ]

        # Call the function
-        result = send_findings_to_jira(
-            tenant_id, integration_id, project_key, issue_type, finding_ids
-        )
+        with (
+            override_settings(UI_BASE_URL="https://cloud.example.com"),
+            patch("tasks.jobs.integrations.get_tenant_name", return_value="Acme"),
+        ):
+            result = send_findings_to_jira(
+                tenant_id, integration_id, project_key, issue_type, finding_ids
+            )

        # Assertions
        assert result == {"created_count": 2, "failed_count": 0}
@@ -1773,12 +1784,36 @@ class TestJiraIntegration:
        assert first_call.kwargs["provider"] == "aws"
        assert first_call.kwargs["project_key"] == project_key
        assert first_call.kwargs["issue_type"] == issue_type
+        # Finding reference: labels, link back and tenant info
+        assert first_call.kwargs["issue_labels"] == [
+            "prowler",
+            "prowler-aws",
+            "prowler-high",
+            "prowler-check_001",
+            "prowler-finding-prowler-aws-check_001-123456789012-us-east-1-my_bucket",
+        ]
+        assert first_call.kwargs["finding_url"] == (
+            "https://cloud.example.com/findings?filter[uid]="
+            "prowler-aws-check_001-123456789012-us-east-1-my%20bucket"
+        )
+        assert first_call.kwargs["tenant_info"] == "Acme"

        # Verify second call
        second_call = mock_jira_integration.send_finding.call_args_list[1]
        assert second_call.kwargs["check_id"] == "check_002"
        assert second_call.kwargs["severity"] == "medium"
        assert second_call.kwargs["status"] == "PASS"
+        assert second_call.kwargs["issue_labels"] == [
+            "prowler",
+            "prowler-azure",
+            "prowler-medium",
+            "prowler-check_002",
+            "prowler-finding-prowler-azure-check_002-sub/resource",
+        ]
+        assert second_call.kwargs["finding_url"] == (
+            "https://cloud.example.com/findings?filter[uid]="
+            "prowler-azure-check_002-sub%2Fresource"
+        )

    @patch("tasks.jobs.integrations.rls_transaction")
    @patch("tasks.jobs.integrations.Finding")
@@ -2200,3 +2235,101 @@ class TestJiraIntegration:
        assert call_kwargs["remediation_code_cli"] == ""
        assert call_kwargs["remediation_code_other"] == ""
        assert call_kwargs["compliance"] == {}
+
+
+class TestJiraFindingReference:
+    """Helpers that give Jira issues a stable reference back to the finding."""
+
+    def test_build_jira_issue_labels(self):
+        assert build_jira_issue_labels(
+            finding_uid="prowler-aws-check-123-eu-west-1-hub/unknown",
+            provider="aws",
+            severity="critical",
+            check_id="iam_root_mfa",
+        ) == [
+            "prowler",
+            "prowler-aws",
+            "prowler-critical",
+            "prowler-iam_root_mfa",
+            "prowler-finding-prowler-aws-check-123-eu-west-1-hub/unknown",
+        ]
+
+    def test_build_jira_issue_labels_skips_empty_parts(self):
+        assert build_jira_issue_labels(
+            finding_uid="", provider="", severity="", check_id=""
+        ) == ["prowler"]
+
+    def test_build_jira_issue_labels_sanitizes_metadata(self):
+        assert build_jira_issue_labels(
+            finding_uid=" uid\x00 with spaces ",
+            provider="aws cloud",
+            severity="high severity",
+            check_id="check id",
+        ) == [
+            "prowler",
+            "prowler-aws_cloud",
+            "prowler-high_severity",
+            "prowler-check_id",
+            "prowler-finding-uid_with_spaces",
+        ]
+
+    def test_build_jira_issue_labels_preserves_maximum_length_uid(self):
+        finding_uid = "u" * (Jira.LABEL_MAX_LENGTH - len(Jira.FINDING_LABEL_PREFIX) - 1)
+        finding_label = build_jira_issue_labels(
+            finding_uid=finding_uid,
+            provider="gcp",
+            severity="low",
+            check_id="check",
+        )[-1]
+
+        assert finding_label == f"{Jira.FINDING_LABEL_PREFIX}-{finding_uid}"
+        assert len(finding_label) == Jira.LABEL_MAX_LENGTH
+
+    def test_build_jira_issue_labels_distinguishes_long_uids(self):
+        common_prefix = "u" * 300
+        first_uid = f"{common_prefix}-first"
+        second_uid = f"{common_prefix}-second"
+
+        first_label = build_jira_issue_labels(
+            finding_uid=first_uid,
+            provider="gcp",
+            severity="low",
+            check_id="check",
+        )[-1]
+        second_label = build_jira_issue_labels(
+            finding_uid=second_uid,
+            provider="gcp",
+            severity="low",
+            check_id="check",
+        )[-1]
+
+        assert first_label == Jira.build_finding_label(first_uid)
+        assert second_label == Jira.build_finding_label(second_uid)
+        assert first_label != second_label
+        assert len(first_label) == Jira.LABEL_MAX_LENGTH
+        assert len(second_label) == Jira.LABEL_MAX_LENGTH
+
+    @override_settings(UI_BASE_URL="")
+    def test_build_jira_finding_url_without_base_url(self):
+        assert build_jira_finding_url("prowler-aws-check-1") == ""
+
+    @override_settings(UI_BASE_URL="https://cloud.example.com")
+    def test_build_jira_finding_url_with_base_url(self):
+        assert build_jira_finding_url("prowler-aws-check-1") == (
+            "https://cloud.example.com/findings?filter[uid]=prowler-aws-check-1"
+        )
+        # uid characters that would break the query string are encoded
+        assert build_jira_finding_url("a/b c&d") == (
+            "https://cloud.example.com/findings?filter[uid]=a%2Fb%20c%26d"
+        )
+        assert build_jira_finding_url("") == ""
+
+    @pytest.mark.django_db
+    def test_get_tenant_name(self, tenants_fixture):
+        tenant = tenants_fixture[0]
+        assert get_tenant_name(str(tenant.id)) == tenant.name
+
+    @pytest.mark.django_db
+    def test_get_tenant_name_unknown_or_invalid(self):
+        assert get_tenant_name("00000000-0000-0000-0000-000000000000") == ""
+        assert get_tenant_name("not-a-uuid") == ""
@@ -1,531 +1,205 @@
-from datetime import UTC, datetime
+from datetime import UTC, datetime, timedelta
 from uuid import uuid4

 import pytest
-from api.models import Finding, MuteRule
-from django.core.exceptions import ObjectDoesNotExist
+from api.models import Finding, MuteRule, Scan, StateChoices
 from prowler.lib.check.models import Severity
 from prowler.lib.outputs.finding import Status
-from tasks.jobs.muting import mute_historical_findings
+from tasks.jobs.muting import (
+    mute_findings_in_latest_scans,
+    reconcile_scan_mute_rules,
+)
+
+
+def _create_finding(scan: Scan, uid: str) -> Finding:
+    return Finding.objects.create(
+        tenant_id=scan.tenant_id,
+        uid=uid,
+        scan=scan,
+        status=Status.FAIL,
+        status_extended="Test finding",
+        impact=Severity.high,
+        severity=Severity.high,
+        raw_result={},
+        check_id="test_check",
+        check_metadata={"CheckId": "test_check"},
+        muted=False,
+    )
+
+
+def _create_mute_rule(tenant_id, user, finding_uids, *, enabled=True) -> MuteRule:
+    return MuteRule.objects.create(
+        tenant_id=tenant_id,
+        name=f"Mute rule {uuid4()}",
+        reason="Approved exception",
+        enabled=enabled,
+        created_by=user,
+        finding_uids=finding_uids,
+    )


@pytest.mark.django_db
-class TestMuteHistoricalFindings:
-    """
-    Test suite for the mute_historical_findings function.
+class TestMuteFindingsInLatestScans:
+    def test_mutes_latest_scan_and_leaves_older_scan_unchanged(
+        self, scans_fixture, create_test_user
+    ):
+        latest_scan = scans_fixture[0]
+        older_scan = Scan.objects.create(
+            tenant_id=latest_scan.tenant_id,
+            provider=latest_scan.provider,
+            name="Older scan",
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            started_at=datetime.now(UTC) - timedelta(days=1),
+            completed_at=datetime.now(UTC) - timedelta(days=1),
+        )
+        uid = "latest-scan-only"
+        older_finding = _create_finding(older_scan, uid)
+        latest_finding = _create_finding(latest_scan, uid)
+        mute_rule = _create_mute_rule(latest_scan.tenant_id, create_test_user, [uid])

-    This class tests the batch processing of findings to update their muted status
-    based on MuteRule criteria.
-    """
+        result = mute_findings_in_latest_scans(
+            str(latest_scan.tenant_id),
+            str(mute_rule.id),
+            [str(latest_scan.provider_id)],
+        )

-    @pytest.fixture(scope="function")
-    def test_user(self, create_test_user):
-        """Create a test user for mute rule creation."""
-        return create_test_user
+        older_finding.refresh_from_db()
+        latest_finding.refresh_from_db()
+        assert older_finding.muted is False
+        assert latest_finding.muted is True
+        assert latest_finding.muted_at == mute_rule.inserted_at
+        assert latest_finding.muted_reason == mute_rule.reason
+        assert result == {
+            "findings_muted": 1,
+            "rule_id": str(mute_rule.id),
+            "scan_ids": [str(latest_scan.id)],
+        }

-    @pytest.fixture(scope="function")
-    def mute_rule_with_findings(self, tenants_fixture, findings_fixture, test_user):
-        """
-        Create a mute rule that targets the first finding in the fixture.
-        """
+    def test_mutes_one_latest_scan_per_provider(self, scans_fixture, create_test_user):
+        first_scan, second_scan, _ = scans_fixture
+        uid = "shared-selected-uid"
+        first_finding = _create_finding(first_scan, uid)
+        second_finding = _create_finding(second_scan, uid)
+        mute_rule = _create_mute_rule(first_scan.tenant_id, create_test_user, [uid])
+
+        result = mute_findings_in_latest_scans(
+            str(first_scan.tenant_id),
+            str(mute_rule.id),
+            [str(first_scan.provider_id), str(second_scan.provider_id)],
+        )
+
+        first_finding.refresh_from_db()
+        second_finding.refresh_from_db()
+        assert first_finding.muted is True
+        assert second_finding.muted is True
+        assert result["findings_muted"] == 2
+        assert set(result["scan_ids"]) == {str(first_scan.id), str(second_scan.id)}
+
+    def test_provider_without_completed_scan_does_nothing(
+        self, tenants_fixture, provider_factory, create_test_user
+    ):
        tenant = tenants_fixture[0]
-        finding = findings_fixture[0]
-
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant.id,
-            name="Test Mute Rule",
-            reason="Testing mute functionality",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=[finding.uid],
+        provider = provider_factory()
+        mute_rule = _create_mute_rule(
+            tenant.id, create_test_user, ["future-scan-finding"]
        )

-        return mute_rule
+        result = mute_findings_in_latest_scans(
+            str(tenant.id), str(mute_rule.id), [str(provider.id)]
+        )

-    @pytest.fixture(scope="function")
-    def mute_rule_multiple_findings(self, scans_fixture, test_user):
-        """
-        Create multiple unmuted findings and a mute rule targeting all of them.
-        """
+        assert result == {
+            "findings_muted": 0,
+            "rule_id": str(mute_rule.id),
+            "scan_ids": [],
+        }
+
+    def test_retry_does_not_report_changed_scans_twice(
+        self, scans_fixture, create_test_user
+    ):
        scan = scans_fixture[0]
-        tenant_id = scan.tenant_id
-
-        # Create 5 unmuted findings
-        finding_uids = []
-        for i in range(5):
-            finding = Finding.objects.create(
-                tenant_id=tenant_id,
-                uid=f"test_finding_uid_mute_{i}",
-                scan=scan,
-                status=Status.FAIL,
-                status_extended=f"Test status {i}",
-                impact=Severity.high,
-                severity=Severity.high,
-                raw_result={
-                    "status": Status.FAIL,
-                    "impact": Severity.high,
-                    "severity": Severity.high,
-                },
-                check_id=f"test_check_id_{i}",
-                check_metadata={
-                    "CheckId": f"test_check_id_{i}",
-                    "Description": f"Test description {i}",
-                },
-                muted=False,
-            )
-            finding_uids.append(finding.uid)
-
-        # Create mute rule targeting all findings
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Multiple Findings Mute Rule",
-            reason="Testing batch muting",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=finding_uids,
+        finding = _create_finding(scan, "idempotent-mute")
+        mute_rule = _create_mute_rule(scan.tenant_id, create_test_user, [finding.uid])
+        args = (
+            str(scan.tenant_id),
+            str(mute_rule.id),
+            [str(scan.provider_id)],
        )

-        return mute_rule, finding_uids
+        first_result = mute_findings_in_latest_scans(*args)
+        second_result = mute_findings_in_latest_scans(*args)

-    @pytest.fixture(scope="function")
-    def mute_rule_already_muted(self, findings_fixture, test_user):
-        """
-        Create a mute rule that targets an already-muted finding.
-        """
-        tenant_id = findings_fixture[1].tenant_id
-        already_muted_finding = findings_fixture[1]
+        assert first_result["scan_ids"] == [str(scan.id)]
+        assert second_result["findings_muted"] == 0
+        assert second_result["scan_ids"] == []

-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Already Muted Rule",
-            reason="Testing already muted findings",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=[already_muted_finding.uid],
+    def test_does_not_cross_tenant_boundary(
+        self, tenants_fixture, provider_factory, create_test_user
+    ):
+        tenant = tenants_fixture[0]
+        other_tenant = tenants_fixture[2]
+        other_provider = provider_factory(tenant=other_tenant)
+        other_scan = Scan.objects.create(
+            tenant_id=other_tenant.id,
+            provider=other_provider,
+            name="Other tenant scan",
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            started_at=datetime.now(UTC),
+            completed_at=datetime.now(UTC),
+        )
+        other_finding = _create_finding(other_scan, "tenant-isolated-uid")
+        mute_rule = _create_mute_rule(tenant.id, create_test_user, [other_finding.uid])
+
+        result = mute_findings_in_latest_scans(
+            str(tenant.id), str(mute_rule.id), [str(other_provider.id)]
        )

-        return mute_rule
+        other_finding.refresh_from_db()
+        assert other_finding.muted is False
+        assert result["scan_ids"] == []

-    @pytest.fixture(scope="function")
-    def mute_rule_mixed_findings(self, scans_fixture, test_user):
-        """
-        Create a mute rule with a mix of muted and unmuted findings.
-        """
+    def test_nonexistent_rule_raises(self, tenants_fixture):
+        with pytest.raises(MuteRule.DoesNotExist):
+            mute_findings_in_latest_scans(str(tenants_fixture[0].id), str(uuid4()), [])
+
+
+@pytest.mark.django_db
+class TestReconcileScanMuteRules:
+    def test_applies_only_enabled_rules_to_requested_scan(
+        self, scans_fixture, create_test_user
+    ):
        scan = scans_fixture[0]
-        tenant_id = scan.tenant_id
-
-        # Create 3 unmuted findings
-        unmuted_uids = []
-        for i in range(3):
-            finding = Finding.objects.create(
-                tenant_id=tenant_id,
-                uid=f"unmuted_finding_{i}",
-                scan=scan,
-                status=Status.FAIL,
-                status_extended=f"Unmuted status {i}",
-                impact=Severity.medium,
-                severity=Severity.medium,
-                raw_result={
-                    "status": Status.FAIL,
-                    "impact": Severity.medium,
-                    "severity": Severity.medium,
-                },
-                check_id=f"unmuted_check_{i}",
-                check_metadata={
-                    "CheckId": f"unmuted_check_{i}",
-                    "Description": f"Unmuted description {i}",
-                },
-                muted=False,
-            )
-            unmuted_uids.append(finding.uid)
-
-        # Create 2 already muted findings
-        muted_uids = []
-        for i in range(2):
-            finding = Finding.objects.create(
-                tenant_id=tenant_id,
-                uid=f"muted_finding_{i}",
-                scan=scan,
-                status=Status.FAIL,
-                status_extended=f"Muted status {i}",
-                impact=Severity.low,
-                severity=Severity.low,
-                raw_result={
-                    "status": Status.FAIL,
-                    "impact": Severity.low,
-                    "severity": Severity.low,
-                },
-                check_id=f"muted_check_{i}",
-                check_metadata={
-                    "CheckId": f"muted_check_{i}",
-                    "Description": f"Muted description {i}",
-                },
-                muted=True,
-                muted_at=datetime.now(UTC),
-                muted_reason="Already muted",
-            )
-            muted_uids.append(finding.uid)
-
-        # Create mute rule targeting all findings
-        all_uids = unmuted_uids + muted_uids
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Mixed Findings Rule",
-            reason="Testing mixed muted/unmuted findings",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=all_uids,
+        active_finding = _create_finding(scan, "active-rule-uid")
+        disabled_finding = _create_finding(scan, "disabled-rule-uid")
+        active_rule = _create_mute_rule(
+            scan.tenant_id, create_test_user, [active_finding.uid]
        )
-
-        return mute_rule, unmuted_uids, muted_uids
-
-    @pytest.fixture(scope="function")
-    def mute_rule_batch_test(self, scans_fixture, test_user):
-        """
-        Create enough findings to test batch processing (>1000 for default batch size).
-        """
-        scan = scans_fixture[0]
-        tenant_id = scan.tenant_id
-
-        # Create 1500 findings to exceed default batch size of 1000
-        finding_uids = []
-        for i in range(1500):
-            finding = Finding.objects.create(
-                tenant_id=tenant_id,
-                uid=f"batch_test_finding_{i}",
-                scan=scan,
-                status=Status.FAIL,
-                status_extended=f"Batch test status {i}",
-                impact=Severity.critical,
-                severity=Severity.critical,
-                raw_result={
-                    "status": Status.FAIL,
-                    "impact": Severity.critical,
-                    "severity": Severity.critical,
-                },
-                check_id=f"batch_test_check_{i}",
-                check_metadata={
-                    "CheckId": f"batch_test_check_{i}",
-                    "Description": f"Batch test description {i}",
-                },
-                muted=False,
-            )
-            finding_uids.append(finding.uid)
-
-        # Create mute rule targeting all findings
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Batch Processing Rule",
-            reason="Testing batch processing functionality",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=finding_uids,
+        _create_mute_rule(
+            scan.tenant_id,
+            create_test_user,
+            [disabled_finding.uid],
+            enabled=False,
        )
-
-        return mute_rule, finding_uids
-
-    def test_mute_historical_findings_single_finding(
-        self, mute_rule_with_findings, findings_fixture
-    ):
-        """
-        Test muting a single historical finding.
-        """
-        mute_rule = mute_rule_with_findings
-        tenant_id = str(mute_rule.tenant_id)
-        finding = findings_fixture[0]
-
-        # Ensure the finding is not muted before execution
-        finding.refresh_from_db()
-        assert finding.muted is False
-        assert finding.muted_at is None
-        assert finding.muted_reason is None
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify return value
-        assert result["findings_muted"] == 1
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify the finding was muted
-        finding.refresh_from_db()
-        assert finding.muted is True
-        assert finding.muted_at == mute_rule.inserted_at
-        assert finding.muted_reason == mute_rule.reason
-
-    def test_mute_historical_findings_multiple_findings(
-        self, mute_rule_multiple_findings
-    ):
-        """
-        Test muting multiple historical findings.
-        """
-        mute_rule, finding_uids = mute_rule_multiple_findings
-        tenant_id = str(mute_rule.tenant_id)
-
-        # Verify all findings are unmuted
-        findings = Finding.objects.filter(tenant_id=tenant_id, uid__in=finding_uids)
-        assert findings.count() == 5
-        for finding in findings:
-            assert finding.muted is False
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify return value
-        assert result["findings_muted"] == 5
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify all findings were muted
-        findings = Finding.objects.filter(tenant_id=tenant_id, uid__in=finding_uids)
-        for finding in findings:
-            assert finding.muted is True
-            assert finding.muted_at == mute_rule.inserted_at
-            assert finding.muted_reason == mute_rule.reason
-
-    def test_mute_historical_findings_already_muted(
-        self, mute_rule_already_muted, findings_fixture
-    ):
-        """
-        Test that already-muted findings are not counted or updated.
-        """
-        mute_rule = mute_rule_already_muted
-        tenant_id = str(mute_rule.tenant_id)
-        finding = findings_fixture[1]
-
-        # Verify the finding is already muted
-        finding.refresh_from_db()
-        assert finding.muted is True
-        original_muted_at = finding.muted_at
-        original_muted_reason = finding.muted_reason
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify no findings were muted
-        assert result["findings_muted"] == 0
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify the finding's mute status did not change
-        finding.refresh_from_db()
-        assert finding.muted is True
-        assert finding.muted_at == original_muted_at
-        assert finding.muted_reason == original_muted_reason
-
-    def test_mute_historical_findings_mixed_status(self, mute_rule_mixed_findings):
-        """
-        Test muting when some findings are already muted and others are not.
-        """
-        mute_rule, unmuted_uids, muted_uids = mute_rule_mixed_findings
-        tenant_id = str(mute_rule.tenant_id)
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify only unmuted findings were counted
-        assert result["findings_muted"] == 3
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify unmuted findings are now muted
-        unmuted_findings = Finding.objects.filter(
-            tenant_id=tenant_id, uid__in=unmuted_uids
+        older_scan = Scan.objects.create(
+            tenant_id=scan.tenant_id,
+            provider=scan.provider,
+            name="Older matching scan",
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            started_at=datetime.now(UTC) - timedelta(days=1),
+            completed_at=datetime.now(UTC) - timedelta(days=1),
        )
-        for finding in unmuted_findings:
-            assert finding.muted is True
-            assert finding.muted_at == mute_rule.inserted_at
-            assert finding.muted_reason == mute_rule.reason
+        older_finding = _create_finding(older_scan, active_finding.uid)

-        # Verify already-muted findings remained unchanged
-        already_muted_findings = Finding.objects.filter(
-            tenant_id=tenant_id, uid__in=muted_uids
-        )
-        for finding in already_muted_findings:
-            assert finding.muted is True
-            assert finding.muted_reason == "Already muted"
+        result = reconcile_scan_mute_rules(str(scan.tenant_id), str(scan.id))

-    def test_mute_historical_findings_nonexistent_rule(self, tenants_fixture):
-        """
-        Test that a nonexistent mute rule raises ObjectDoesNotExist.
-        """
-        tenant_id = str(tenants_fixture[0].id)
-        nonexistent_rule_id = str(uuid4())
-
-        with pytest.raises(ObjectDoesNotExist):
-            mute_historical_findings(tenant_id, nonexistent_rule_id)
-
-    def test_mute_historical_findings_no_matching_findings(
-        self, tenants_fixture, test_user
-    ):
-        """
-        Test muting when no findings match the rule's UIDs.
-        """
-        tenant_id = str(tenants_fixture[0].id)
-
-        # Create a mute rule with non-existent finding UIDs
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test No Match Rule",
-            reason="Testing no matching findings",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=[
-                "nonexistent_uid_1",
-                "nonexistent_uid_2",
-                "nonexistent_uid_3",
-            ],
-        )
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify no findings were muted
-        assert result["findings_muted"] == 0
-        assert result["rule_id"] == str(mute_rule.id)
-
-    def test_mute_historical_findings_batch_processing(self, mute_rule_batch_test):
-        """
-        Test that large numbers of findings are processed in batches correctly.
-        """
-        mute_rule, finding_uids = mute_rule_batch_test
-        tenant_id = str(mute_rule.tenant_id)
-
-        # Verify all findings exist and are unmuted
-        findings = Finding.objects.filter(tenant_id=tenant_id, uid__in=finding_uids)
-        assert findings.count() == 1500
-        for finding in findings:
-            assert finding.muted is False
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify return value
-        assert result["findings_muted"] == 1500
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify all findings were muted
-        findings = Finding.objects.filter(tenant_id=tenant_id, uid__in=finding_uids)
-        for finding in findings:
-            assert finding.muted is True
-            assert finding.muted_at == mute_rule.inserted_at
-            assert finding.muted_reason == mute_rule.reason
-
-    def test_mute_historical_findings_preserves_muted_at_timestamp(
-        self, mute_rule_with_findings, findings_fixture
-    ):
-        """
-        Test that muted_at is set to the rule's inserted_at, not the current time.
-        """
-        mute_rule = mute_rule_with_findings
-        tenant_id = str(mute_rule.tenant_id)
-        finding = findings_fixture[0]
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify the finding was muted
-        assert result["findings_muted"] == 1
-
-        # Verify muted_at matches the rule's inserted_at timestamp
-        finding.refresh_from_db()
-        assert finding.muted_at == mute_rule.inserted_at
-        assert finding.muted_at is not None
-
-    def test_mute_historical_findings_partial_match(self, scans_fixture, test_user):
-        """
-        Test muting when only some of the rule's UIDs exist as findings.
-        """
-        scan = scans_fixture[0]
-        tenant_id = str(scan.tenant_id)
-
-        # Create 3 findings
-        existing_uids = []
-        for i in range(3):
-            finding = Finding.objects.create(
-                tenant_id=tenant_id,
-                uid=f"partial_match_finding_{i}",
-                scan=scan,
-                status=Status.FAIL,
-                status_extended=f"Partial match status {i}",
-                impact=Severity.high,
-                severity=Severity.high,
-                raw_result={
-                    "status": Status.FAIL,
-                    "impact": Severity.high,
-                    "severity": Severity.high,
-                },
-                check_id=f"partial_match_check_{i}",
-                check_metadata={
-                    "CheckId": f"partial_match_check_{i}",
-                    "Description": f"Partial match description {i}",
-                },
-                muted=False,
-            )
-            existing_uids.append(finding.uid)
-
-        # Create a mute rule with both existing and non-existing UIDs
-        all_uids = existing_uids + [
-            "nonexistent_uid_1",
-            "nonexistent_uid_2",
-        ]
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Partial Match Rule",
-            reason="Testing partial matching",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=all_uids,
-        )
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify only existing findings were muted
-        assert result["findings_muted"] == 3
-        assert result["rule_id"] == str(mute_rule.id)
-
-        # Verify the existing findings were muted
-        findings = Finding.objects.filter(tenant_id=tenant_id, uid__in=existing_uids)
-        assert findings.count() == 3
-        for finding in findings:
-            assert finding.muted is True
-            assert finding.muted_at == mute_rule.inserted_at
-            assert finding.muted_reason == mute_rule.reason
-
-    def test_mute_historical_findings_empty_uids(self, tenants_fixture, test_user):
-        """
-        Test muting when the rule has an empty finding_uids array.
-        """
-        tenant_id = str(tenants_fixture[0].id)
-
-        # Create a mute rule with empty finding_uids
-        mute_rule = MuteRule.objects.create(
-            tenant_id=tenant_id,
-            name="Test Empty UIDs Rule",
-            reason="Testing empty UIDs",
-            enabled=True,
-            created_by=test_user,
-            finding_uids=[],
-        )
-
-        # Execute the muting function
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify no findings were muted
-        assert result["findings_muted"] == 0
-        assert result["rule_id"] == str(mute_rule.id)
-
-    def test_mute_historical_findings_return_format(self, mute_rule_with_findings):
-        """
-        Test that the return value has the correct format and fields.
-        """
-        mute_rule = mute_rule_with_findings
-        tenant_id = str(mute_rule.tenant_id)
-
-        result = mute_historical_findings(tenant_id, str(mute_rule.id))
-
-        # Verify return value structure
-        assert isinstance(result, dict)
-        assert "findings_muted" in result
-        assert "rule_id" in result
-        assert isinstance(result["findings_muted"], int)
-        assert isinstance(result["rule_id"], str)
-        assert result["rule_id"] == str(mute_rule.id)
+        active_finding.refresh_from_db()
+        disabled_finding.refresh_from_db()
+        older_finding.refresh_from_db()
+        assert active_finding.muted is True
+        assert active_finding.muted_at == active_rule.inserted_at
+        assert disabled_finding.muted is False
+        assert older_finding.muted is False
+        assert result == {"findings_muted": 1, "scan_id": str(scan.id)}
@@ -1,6 +1,5 @@
 import csv
 import json
-import re
 import uuid
 from collections.abc import MutableMapping
 from contextlib import contextmanager
@@ -10,6 +9,7 @@ from unittest.mock import MagicMock, patch

 import pytest
 from api.db_router import MainRouter
+from api.db_utils import rls_transaction
 from api.exceptions import ProviderConnectionError, ProviderDeletedException
 from api.models import (
    Finding,
@@ -2795,6 +2795,167 @@ class TestCreateComplianceRequirements:

        assert count_after_first > 0
        assert count_after_second == count_after_first
+        with rls_transaction(tenant_id):
+            row_versions = {
+                row_id.version
+                for row_id in ComplianceRequirementOverview.objects.filter(
+                    scan_id=scan_id
+                ).values_list("id", flat=True)
+            }
+        assert row_versions == {7}
+
+    def test_create_compliance_requirements_threatscore_counts_from_template(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        aws_provider,
+        findings_fixture,
+    ):
+        """ThreatScore finding counts are derived from the template mapping,
+        not from each finding's stored ``compliance`` payload."""
+        from api.models import ComplianceRequirementOverview
+
+        with patch(
+            "tasks.jobs.scan.PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE"
+        ) as mock_compliance_template:
+            tenant_id = str(tenants_fixture[0].id)
+            scan_id = str(scans_fixture[0].id)
+
+            mock_compliance_template.__getitem__.return_value = {
+                "prowler_threatscore_aws": {
+                    "framework": "ProwlerThreatScore",
+                    "version": "1.0",
+                    "requirements": {
+                        "1.1.1": {
+                            "description": "ThreatScore requirement",
+                            "checks": {"test_check_id": None},
+                        },
+                        "1.1.2": {
+                            "description": "Unrelated requirement",
+                            "checks": {"other_check_id": None},
+                        },
+                    },
+                },
+                "other_framework": {
+                    "framework": "Other",
+                    "version": "2.0",
+                    "requirements": {
+                        "a": {
+                            "description": "Same check, other framework",
+                            "checks": {"test_check_id": None},
+                        },
+                    },
+                },
+            }
+
+            create_compliance_requirements(tenant_id, scan_id)
+
+        with rls_transaction(tenant_id):
+            counted = sum(
+                len(finding.resource_regions or [])
+                for finding in Finding.all_objects.filter(
+                    scan_id=scan_id,
+                    muted=False,
+                    status__in=["PASS", "FAIL"],
+                    check_id="test_check_id",
+                )
+            )
+            rows = list(
+                ComplianceRequirementOverview.objects.filter(
+                    scan_id=scan_id
+                ).values_list("compliance_id", "requirement_id", "total_findings")
+            )
+        assert counted > 0
+        assert (
+            sum(
+                total
+                for compliance_id, requirement_id, total in rows
+                if (compliance_id, requirement_id)
+                == ("prowler_threatscore_aws", "1.1.1")
+            )
+            == counted
+        )
+        assert all(
+            total == 0
+            for compliance_id, requirement_id, total in rows
+            if (compliance_id, requirement_id) == ("prowler_threatscore_aws", "1.1.2")
+        )
+        assert all(
+            total == 0
+            for compliance_id, _, total in rows
+            if compliance_id == "other_framework"
+        )
+
+    def test_create_compliance_requirements_rows_across_regions_and_frameworks(
+        self,
+        tenants_fixture,
+        scans_fixture,
+        aws_provider,
+    ):
+        from api.models import ComplianceRequirementOverview
+
+        tenant_id = str(tenants_fixture[0].id)
+        scan_id = str(scans_fixture[0].id)
+        check_status_by_region = {
+            "us-east-1": {"check_a": "FAIL", "check_b": "PASS"},
+            "eu-west-1": {"check_a": "PASS"},
+        }
+        template = {
+            "fw_one": {
+                "framework": "One",
+                "version": "1",
+                "requirements": {
+                    "r1": {"description": "a", "checks": {"check_a": None}},
+                    "r2": {
+                        "description": "a+b",
+                        "checks": {"check_a": None, "check_b": None},
+                    },
+                },
+            },
+            "fw_two": {
+                "framework": "Two",
+                "version": "2",
+                "requirements": {
+                    "m1": {"description": "manual", "checks": {}},
+                },
+            },
+        }
+
+        with (
+            patch(
+                "tasks.jobs.scan.PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE"
+            ) as mock_compliance_template,
+            patch(
+                "tasks.jobs.scan._aggregate_findings_by_region",
+                return_value=(check_status_by_region, {}),
+            ),
+        ):
+            mock_compliance_template.__getitem__.return_value = template
+            result = create_compliance_requirements(tenant_id, scan_id)
+
+        assert result["requirements_created"] == 6
+        with rls_transaction(tenant_id):
+            rows = set(
+                ComplianceRequirementOverview.objects.filter(
+                    scan_id=scan_id
+                ).values_list(
+                    "compliance_id",
+                    "requirement_id",
+                    "region",
+                    "requirement_status",
+                    "passed_checks",
+                    "failed_checks",
+                    "total_checks",
+                )
+            )
+        assert rows == {
+            ("fw_one", "r1", "us-east-1", "FAIL", 0, 1, 1),
+            ("fw_one", "r1", "eu-west-1", "PASS", 1, 0, 1),
+            ("fw_one", "r2", "us-east-1", "FAIL", 1, 1, 2),
+            ("fw_one", "r2", "eu-west-1", "PASS", 1, 0, 2),
+            ("fw_two", "m1", "us-east-1", "MANUAL", 0, 0, 0),
+            ("fw_two", "m1", "eu-west-1", "MANUAL", 0, 0, 0),
+        }

    def test_create_compliance_requirements_kubernetes_provider(
        self,
@@ -4723,17 +4884,11 @@ class TestAggregateFindingsByRegion:
        """Test function returns correct data structure."""
        tenant_id = str(uuid.uuid4())
        scan_id = str(uuid.uuid4())
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_id = "prowlerthreatscore10"

-        # (check_id, status, resource_regions, compliance) tuples
-        finding_rows = [
-            (
-                "check1",
-                "FAIL",
-                ["us-east-1"],
-                {modeled_threatscore_compliance_id: ["req1", "req2"]},
-            )
-        ]
+        # (check_id, status, resource_regions) tuples
+        finding_rows = [("check1", "FAIL", ["us-east-1"])]
+        threatscore_by_check = {"check1": ["req1", "req2"]}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -4747,13 +4902,16 @@ class TestAggregateFindingsByRegion:

        check_status_by_region, findings_count_by_compliance = (
            _aggregate_findings_by_region(
-                tenant_id, scan_id, modeled_threatscore_compliance_id
+                tenant_id,
+                scan_id,
+                normalized_id,
+                threatscore_by_check,
            )
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -4774,13 +4932,14 @@ class TestAggregateFindingsByRegion:
        """Test that FAIL status takes priority over other statuses."""
        tenant_id = str(uuid.uuid4())
        scan_id = str(uuid.uuid4())
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_id = "prowlerthreatscore10"

        # Same check/region: PASS first, then FAIL — FAIL must win
        finding_rows = [
-            ("check1", "PASS", ["us-east-1"], {}),
-            ("check1", "FAIL", ["us-east-1"], {}),
+            ("check1", "PASS", ["us-east-1"]),
+            ("check1", "FAIL", ["us-east-1"]),
        ]
+        threatscore_by_check = {}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -4793,12 +4952,15 @@ class TestAggregateFindingsByRegion:
        mock_findings_filter.return_value = mock_queryset

        check_status_by_region, _ = _aggregate_findings_by_region(
-            tenant_id, scan_id, modeled_threatscore_compliance_id
+            tenant_id,
+            scan_id,
+            normalized_id,
+            threatscore_by_check,
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -4813,8 +4975,9 @@ class TestAggregateFindingsByRegion:
        """Test that muted findings are filtered out (muted=False in query)."""
        tenant_id = str(uuid.uuid4())
        scan_id = str(uuid.uuid4())
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_id = "prowlerthreatscore10"

+        threatscore_by_check = {}
        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
        mock_queryset.iterator.return_value = []
@@ -4826,12 +4989,15 @@ class TestAggregateFindingsByRegion:
        mock_findings_filter.return_value = mock_queryset

        _aggregate_findings_by_region(
-            tenant_id, scan_id, modeled_threatscore_compliance_id
+            tenant_id,
+            scan_id,
+            normalized_id,
+            threatscore_by_check,
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -4851,23 +5017,14 @@ class TestAggregateFindingsByRegion:
        """Test that ThreatScore compliance counts are processed correctly."""
        tenant_id = str(uuid.uuid4())
        scan_id = str(uuid.uuid4())
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_id = "prowlerthreatscore10"

        # 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"]},
-            ),
+            ("check1", "PASS", ["us-east-1"]),
+            ("check2", "FAIL", ["us-east-1"]),
        ]
+        threatscore_by_check = {"check1": ["req1"], "check2": ["req1"]}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -4880,19 +5037,19 @@ class TestAggregateFindingsByRegion:
        mock_findings_filter.return_value = mock_queryset

        _, findings_count_by_compliance = _aggregate_findings_by_region(
-            tenant_id, scan_id, modeled_threatscore_compliance_id
+            tenant_id,
+            scan_id,
+            normalized_id,
+            threatscore_by_check,
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

        # Verify compliance counts
-        normalized_id = re.sub(
-            r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower()
-        )
        assert "us-east-1" in findings_count_by_compliance
        assert normalized_id in findings_count_by_compliance["us-east-1"]
        assert "req1" in findings_count_by_compliance["us-east-1"][normalized_id]
@@ -4909,13 +5066,14 @@ class TestAggregateFindingsByRegion:
        """Test aggregation across multiple regions."""
        tenant_id = str(uuid.uuid4())
        scan_id = str(uuid.uuid4())
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_id = "prowlerthreatscore10"

        # One finding per region
        finding_rows = [
-            ("check1", "FAIL", ["us-east-1"], {}),
-            ("check1", "PASS", ["us-west-2"], {}),
+            ("check1", "FAIL", ["us-east-1"]),
+            ("check1", "PASS", ["us-west-2"]),
        ]
+        threatscore_by_check = {}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -4928,12 +5086,15 @@ class TestAggregateFindingsByRegion:
        mock_findings_filter.return_value = mock_queryset

        check_status_by_region, _ = _aggregate_findings_by_region(
-            tenant_id, scan_id, modeled_threatscore_compliance_id
+            tenant_id,
+            scan_id,
+            normalized_id,
+            threatscore_by_check,
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -4951,16 +5112,10 @@ class TestAggregateFindingsByRegion:
        """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"
+        normalized_id = "prowlerthreatscore10"

-        finding_rows = [
-            (
-                "check1",
-                "FAIL",
-                ["us-east-1", "eu-west-1"],
-                {modeled_threatscore_compliance_id: ["req1"]},
-            )
-        ]
+        finding_rows = [("check1", "FAIL", ["us-east-1", "eu-west-1"])]
+        threatscore_by_check = {"check1": ["req1"]}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -4974,19 +5129,19 @@ class TestAggregateFindingsByRegion:

        check_status_by_region, findings_count_by_compliance = (
            _aggregate_findings_by_region(
-                tenant_id, scan_id, modeled_threatscore_compliance_id
+                tenant_id,
+                scan_id,
+                normalized_id,
+                threatscore_by_check,
            )
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        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"]
@@ -5000,12 +5155,13 @@ class TestAggregateFindingsByRegion:
        """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"
+        normalized_id = "prowlerthreatscore10"

        finding_rows = [
-            ("check1", "FAIL", [], {modeled_threatscore_compliance_id: ["req1"]}),
-            ("check2", "PASS", None, {}),
+            ("check1", "FAIL", []),
+            ("check2", "PASS", None),
        ]
+        threatscore_by_check = {"check1": ["req1"]}

        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
@@ -5019,13 +5175,16 @@ class TestAggregateFindingsByRegion:

        check_status_by_region, findings_count_by_compliance = (
            _aggregate_findings_by_region(
-                tenant_id, scan_id, modeled_threatscore_compliance_id
+                tenant_id,
+                scan_id,
+                normalized_id,
+                threatscore_by_check,
            )
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -5040,8 +5199,9 @@ class TestAggregateFindingsByRegion:
        """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"
+        normalized_id = "prowlerthreatscore10"

+        threatscore_by_check = {}
        mock_queryset = MagicMock()
        mock_queryset.values_list.return_value = mock_queryset
        mock_queryset.iterator.return_value = []
@@ -5054,13 +5214,16 @@ class TestAggregateFindingsByRegion:

        check_status_by_region, findings_count_by_compliance = (
            _aggregate_findings_by_region(
-                tenant_id, scan_id, modeled_threatscore_compliance_id
+                tenant_id,
+                scan_id,
+                normalized_id,
+                threatscore_by_check,
            )
        )

        # Streaming query contract: column-scoped values_list + iterator
        mock_queryset.values_list.assert_called_once_with(
-            "check_id", "status", "resource_regions", "compliance"
+            "check_id", "status", "resource_regions"
        )
        mock_queryset.iterator.assert_called_once()

@@ -5804,6 +5967,112 @@ class TestResetEphemeralResourceFindingsCount:
        resource2.refresh_from_db()
        assert resource2.failed_findings_count == 5

+    def test_runs_when_newer_scan_is_not_full_scope(
+        self, tenants_fixture, scans_fixture, aws_provider, resources_fixture
+    ):
+        """A newer scoped scan must not block the full-scope scan's cleanup.
+
+        The race guard used to pick the newest COMPLETED scan of any scope
+        despite being named after full-scope ones, so a single scoped scan
+        landing after a complete one made the complete scan skip its cleanup
+        and leave ephemeral resources with a stale count permanently.
+        """
+        from datetime import timedelta
+
+        tenant, *_ = tenants_fixture
+        scan1, *_ = scans_fixture
+        resource1, resource2, _ = resources_fixture
+
+        Resource.objects.filter(id=resource2.id).update(failed_findings_count=5)
+        self._make_scan_summary(tenant.id, scan1.id, resource1)
+
+        newer_completed_at = scan1.completed_at + timedelta(minutes=5)
+        Scan.objects.create(
+            name="Newer scoped scan",
+            provider=aws_provider,
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.COMPLETED,
+            tenant_id=tenant.id,
+            started_at=newer_completed_at,
+            completed_at=newer_completed_at,
+            scanner_args={"checks": ["check1"]},
+        )
+
+        result = reset_ephemeral_resource_findings_count(
+            tenant_id=str(tenant.id), scan_id=str(scan1.id)
+        )
+
+        assert result["status"] == "completed"
+
+        resource2.refresh_from_db()
+        assert resource2.failed_findings_count == 0
+
+    def test_runs_when_many_newer_scans_are_not_full_scope(
+        self, tenants_fixture, scans_fixture, aws_provider, resources_fixture
+    ):
+        """The walk must not give up before it reaches the full-scope scan.
+
+        A fixed look-back window returned None once more newer scoped scans
+        had landed than it inspected, and skipped the cleanup exactly like the
+        original bug did with one.
+        """
+        from datetime import timedelta
+
+        tenant, *_ = tenants_fixture
+        scan1, *_ = scans_fixture
+        resource1, resource2, _ = resources_fixture
+
+        Resource.objects.filter(id=resource2.id).update(failed_findings_count=5)
+        self._make_scan_summary(tenant.id, scan1.id, resource1)
+
+        for minutes in range(1, 41):
+            newer_completed_at = scan1.completed_at + timedelta(minutes=minutes)
+            Scan.objects.create(
+                name=f"Newer scoped scan {minutes}",
+                provider=aws_provider,
+                trigger=Scan.TriggerChoices.MANUAL,
+                state=StateChoices.COMPLETED,
+                tenant_id=tenant.id,
+                started_at=newer_completed_at,
+                completed_at=newer_completed_at,
+                scanner_args={"checks": ["check1"]},
+            )
+
+        result = reset_ephemeral_resource_findings_count(
+            tenant_id=str(tenant.id), scan_id=str(scan1.id)
+        )
+
+        assert result["status"] == "completed"
+
+        resource2.refresh_from_db()
+        assert resource2.failed_findings_count == 0
+
+    def test_runs_when_completed_at_is_null(
+        self, tenants_fixture, scans_fixture, aws_provider, resources_fixture
+    ):
+        """NULL `completed_at` used to make the reset never run at all.
+
+        The old guard filtered `completed_at__isnull=False`, so a provider
+        whose completed scans all had a NULL `completed_at` resolved the
+        "latest" scan to None, which never equals `scan.id`.
+        """
+        tenant, *_ = tenants_fixture
+        scan1, *_ = scans_fixture
+        resource1, resource2, _ = resources_fixture
+
+        Scan.all_objects.filter(id=scan1.id).update(completed_at=None)
+        Resource.objects.filter(id=resource2.id).update(failed_findings_count=5)
+        self._make_scan_summary(tenant.id, scan1.id, resource1)
+
+        result = reset_ephemeral_resource_findings_count(
+            tenant_id=str(tenant.id), scan_id=str(scan1.id)
+        )
+
+        assert result["status"] == "completed"
+
+        resource2.refresh_from_db()
+        assert resource2.failed_findings_count == 0
+
    def test_does_not_touch_other_providers_resources(
        self, tenants_fixture, scans_fixture, aws_provider, resources_fixture
    ):
@@ -1,6 +1,7 @@
+import json
 import uuid
 from contextlib import contextmanager
-from datetime import UTC, datetime, timedelta
+from datetime import UTC, datetime
 from unittest.mock import MagicMock, patch

 import httpx
@@ -14,6 +15,7 @@ from api.models import (
    StateChoices,
    Task,
 )
+from api.v1.serializers import TaskSerializer
 from botocore.exceptions import ClientError
 from celery import states
 from django_celery_beat.models import IntervalSchedule, PeriodicTask
@@ -32,11 +34,12 @@ from tasks.tasks import (
    _scan_tmp_output_directory,
    check_integrations_task,
    check_lighthouse_provider_connection_task,
+    create_scan_task_record,
    generate_outputs_task,
+    mute_findings_in_latest_scans_task,
    perform_attack_paths_scan_task,
    perform_scan_task,
    perform_scheduled_scan_task,
-    reaggregate_all_finding_group_summaries_task,
    refresh_lighthouse_provider_models_task,
    s3_integration_task,
    security_hub_integration_task,
@@ -2959,6 +2962,7 @@ class TestPerformScheduledScanTask:
        with (
            patch("tasks.tasks.perform_prowler_scan", side_effect=_complete_scan),
            patch("tasks.tasks._perform_scan_complete_tasks"),
+            patch("tasks.tasks.reconcile_scan_mute_rules") as mock_reconcile,
            self._override_task_request(perform_scheduled_scan_task, id=task_id),
        ):
            perform_scheduled_scan_task.run(
@@ -2982,6 +2986,13 @@ class TestPerformScheduledScanTask:
            ).count()
            == 1
        )
+        completed_scan = Scan.objects.get(
+            tenant_id=tenant.id,
+            provider=provider,
+            trigger=Scan.TriggerChoices.SCHEDULED,
+            state=StateChoices.COMPLETED,
+        )
+        mock_reconcile.assert_called_once_with(str(tenant.id), str(completed_scan.id))
        assert (
            Scan.objects.filter(
                tenant_id=tenant.id,
@@ -3176,7 +3187,10 @@ class TestPerformScanTask:
            task=queued_task,
        )

+        events = []
+
        def _complete_scan(tenant_id, scan_id, provider_id, checks_to_execute=None):
+            events.append("scan")
            scan_instance = Scan.objects.get(id=scan_id)
            scan_instance.state = StateChoices.COMPLETED
            scan_instance.save()
@@ -3184,7 +3198,14 @@ class TestPerformScanTask:

        with (
            patch("tasks.tasks.perform_prowler_scan", side_effect=_complete_scan),
-            patch("tasks.tasks._perform_scan_complete_tasks"),
+            patch(
+                "tasks.tasks.reconcile_scan_mute_rules",
+                side_effect=lambda *_args: events.append("reconcile"),
+            ),
+            patch(
+                "tasks.tasks._perform_scan_complete_tasks",
+                side_effect=lambda *_args: events.append("summaries"),
+            ),
            patch("tasks.tasks.perform_scan_task.apply_async") as mock_apply_async,
        ):
            with django_capture_on_commit_callbacks(execute=True):
@@ -3196,6 +3217,7 @@ class TestPerformScanTask:

        queued_task_result.refresh_from_db()
        assert result == {"status": "ok"}
+        assert events == ["scan", "reconcile", "summaries"]
        assert queued_task_result.status == states.PENDING
        mock_apply_async.assert_called_once_with(
            kwargs={
@@ -3241,10 +3263,7 @@ class TestPerformScanTask:


@pytest.mark.django_db
-class TestReaggregateAllFindingGroupSummaries:
-    def setup_method(self):
-        self.tenant_id = str(uuid.uuid4())
-
+class TestMuteFindingsInLatestScansTask:
    @patch("tasks.tasks.chain")
    @patch("tasks.tasks.group")
    @patch("tasks.tasks.aggregate_attack_surface_task")
@@ -3253,10 +3272,10 @@ class TestReaggregateAllFindingGroupSummaries:
    @patch("tasks.tasks.aggregate_finding_group_summaries_task")
    @patch("tasks.tasks.aggregate_daily_severity_task")
    @patch("tasks.tasks.perform_scan_summary_task")
-    @patch("tasks.tasks.Scan.objects.filter")
-    def test_dispatches_subtasks_for_each_provider_per_day(
+    @patch("tasks.tasks.mute_findings_in_latest_scans")
+    def test_reaggregates_only_changed_scans(
        self,
-        mock_scan_filter,
+        mock_mute_findings,
        mock_scan_summary_task,
        mock_daily_severity_task,
        mock_finding_group_task,
@@ -3265,119 +3284,36 @@ class TestReaggregateAllFindingGroupSummaries:
        mock_attack_surface_task,
        mock_group,
        mock_chain,
+        tenants_fixture,
    ):
-        provider_id_1 = uuid.uuid4()
-        provider_id_2 = uuid.uuid4()
-        scan_id_today_p1 = uuid.uuid4()
-        scan_id_yesterday_p1 = uuid.uuid4()
-        scan_id_today_p2 = uuid.uuid4()
-        today = datetime.now(tz=UTC)
-        yesterday = today - timedelta(days=1)
-
-        mock_outer_group_result = MagicMock()
-        # The first `group()` call wraps the inner parallel step; subsequent
-        # calls wrap the outer per-scan generator.
-        mock_group.side_effect = lambda *args, **kwargs: (
-            list(args[0]) if args and hasattr(args[0], "__iter__") else None,
-            mock_outer_group_result,
-        )[1]
-
-        mock_scan_filter.return_value.order_by.return_value.values.return_value = [
-            {
-                "id": scan_id_today_p1,
-                "completed_at": today,
-                "provider_id": provider_id_1,
-            },
-            {
-                "id": scan_id_today_p2,
-                "completed_at": today,
-                "provider_id": provider_id_2,
-            },
-            {
-                "id": scan_id_yesterday_p1,
-                "completed_at": yesterday,
-                "provider_id": provider_id_1,
-            },
-        ]
-
-        result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
-
-        assert result == {"scans_reaggregated": 3}
-        expected_scan_ids = {
-            str(scan_id_today_p1),
-            str(scan_id_today_p2),
-            str(scan_id_yesterday_p1),
+        tenant_id = str(tenants_fixture[0].id)
+        mute_rule_id = str(uuid.uuid4())
+        provider_ids = [str(uuid.uuid4()), str(uuid.uuid4())]
+        scan_ids = [str(uuid.uuid4()), str(uuid.uuid4())]
+        result = {
+            "findings_muted": 2,
+            "rule_id": mute_rule_id,
+            "scan_ids": scan_ids,
        }
-        for task_mock in (
-            mock_scan_summary_task,
-            mock_daily_severity_task,
-            mock_finding_group_task,
-            mock_resource_group_task,
-            mock_category_task,
-            mock_attack_surface_task,
-        ):
-            assert task_mock.si.call_count == 3
-            dispatched = {
-                call.kwargs["scan_id"] for call in task_mock.si.call_args_list
-            }
-            assert dispatched == expected_scan_ids
-            for call in task_mock.si.call_args_list:
-                assert call.kwargs["tenant_id"] == self.tenant_id
-        assert mock_chain.call_count == 3
-        mock_outer_group_result.apply_async.assert_called_once()
-
-    @patch("tasks.tasks.chain")
-    @patch("tasks.tasks.group")
-    @patch("tasks.tasks.aggregate_attack_surface_task")
-    @patch("tasks.tasks.aggregate_scan_category_summaries_task")
-    @patch("tasks.tasks.aggregate_scan_resource_group_summaries_task")
-    @patch("tasks.tasks.aggregate_finding_group_summaries_task")
-    @patch("tasks.tasks.aggregate_daily_severity_task")
-    @patch("tasks.tasks.perform_scan_summary_task")
-    @patch("tasks.tasks.Scan.objects.filter")
-    def test_dedupes_scans_to_latest_per_provider_per_day(
-        self,
-        mock_scan_filter,
-        mock_scan_summary_task,
-        mock_daily_severity_task,
-        mock_finding_group_task,
-        mock_resource_group_task,
-        mock_category_task,
-        mock_attack_surface_task,
-        mock_group,
-        mock_chain,
-    ):
-        """When several scans run on the same day for the same provider, only
-        the latest one is dispatched (matching the daily summary unique key)."""
-        provider_id = uuid.uuid4()
-        latest_scan_today = uuid.uuid4()
-        earlier_scan_today = uuid.uuid4()
-        today_late = datetime.now(tz=UTC)
-        today_early = today_late - timedelta(hours=4)
-
+        mock_mute_findings.return_value = result
        mock_outer_group_result = MagicMock()
        mock_group.side_effect = lambda *args, **kwargs: (
            list(args[0]) if args and hasattr(args[0], "__iter__") else None,
            mock_outer_group_result,
        )[1]

-        # Returned ordered by `-completed_at`, so the most recent comes first.
-        mock_scan_filter.return_value.order_by.return_value.values.return_value = [
-            {
-                "id": latest_scan_today,
-                "completed_at": today_late,
-                "provider_id": provider_id,
-            },
-            {
-                "id": earlier_scan_today,
-                "completed_at": today_early,
-                "provider_id": provider_id,
-            },
-        ]
+        task_result = mute_findings_in_latest_scans_task(
+            tenant_id=tenant_id,
+            mute_rule_id=mute_rule_id,
+            provider_ids=provider_ids,
+        )

-        result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
-
-        assert result == {"scans_reaggregated": 1}
+        assert task_result == result
+        mock_mute_findings.assert_called_once_with(
+            tenant_id=tenant_id,
+            mute_rule_id=mute_rule_id,
+            provider_ids=provider_ids,
+        )
        for task_mock in (
            mock_scan_summary_task,
            mock_daily_severity_task,
@@ -3386,23 +3322,35 @@ class TestReaggregateAllFindingGroupSummaries:
            mock_category_task,
            mock_attack_surface_task,
        ):
-            task_mock.si.assert_called_once_with(
-                tenant_id=self.tenant_id, scan_id=str(latest_scan_today)
-            )
-        mock_chain.assert_called_once()
+            assert task_mock.si.call_count == 2
+            assert {
+                call.kwargs["scan_id"] for call in task_mock.si.call_args_list
+            } == set(scan_ids)
+        assert mock_chain.call_count == 2
        mock_outer_group_result.apply_async.assert_called_once()

    @patch("tasks.tasks.chain")
    @patch("tasks.tasks.group")
-    @patch("tasks.tasks.Scan.objects.filter")
-    def test_no_completed_scans_skips_dispatch(
-        self, mock_scan_filter, mock_group, mock_chain
+    @patch("tasks.tasks.mute_findings_in_latest_scans")
+    def test_skips_reaggregation_when_no_scan_changed(
+        self, mock_mute_findings, mock_group, mock_chain, tenants_fixture
    ):
-        mock_scan_filter.return_value.order_by.return_value.values.return_value = []
+        tenant_id = str(tenants_fixture[0].id)
+        mute_rule_id = str(uuid.uuid4())
+        result = {
+            "findings_muted": 0,
+            "rule_id": mute_rule_id,
+            "scan_ids": [],
+        }
+        mock_mute_findings.return_value = result

-        result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
+        task_result = mute_findings_in_latest_scans_task(
+            tenant_id=tenant_id,
+            mute_rule_id=mute_rule_id,
+            provider_ids=[],
+        )

-        assert result == {"scans_reaggregated": 0}
+        assert task_result == result
        mock_group.assert_not_called()
        mock_chain.assert_not_called()

@@ -3439,3 +3387,79 @@ class TestTaskTimeLimits:
            "lighthouse-provider-connection-check",
        ):
            assert celery_app.tasks[name].time_limit < default
+
+
+@pytest.mark.django_db
+class TestCreateScanTaskRecord:
+    """`task_kwargs` is what a response built before the publish can report."""
+
+    def _scan(self, tenant, provider):
+        """A manual scan, like the one `POST /api/v1/scans` creates."""
+        return Scan.objects.create(
+            tenant_id=tenant.id,
+            provider=provider,
+            name="Manual scan",
+            trigger=Scan.TriggerChoices.MANUAL,
+            state=StateChoices.AVAILABLE,
+        )
+
+    def _publish_kwargs(self, tenant, scan):
+        """What `enqueue_scan_execution_on_commit` publishes for this scan."""
+        return {
+            "tenant_id": str(tenant.id),
+            "scan_id": str(scan.id),
+            "provider_id": str(scan.provider_id),
+        }
+
+    def _task_args(self, task):
+        """Read the record back the way `TaskSerializer` does."""
+        return TaskSerializer(task).data["task_args"]
+
+    def test_the_stored_kwargs_are_the_ones_the_publish_would_send(
+        self, tenants_fixture, aws_provider
+    ):
+        """The 202 reports what is stored here, so it has to be the dispatch kwargs."""
+        tenant = tenants_fixture[0]
+        scan = self._scan(tenant, aws_provider)
+
+        task = create_scan_task_record(
+            tenant_id=str(tenant.id),
+            task_id=str(uuid.uuid4()),
+            task_kwargs=self._publish_kwargs(tenant, scan),
+        )
+
+        assert self._task_args(task) == {
+            "scan_id": str(scan.id),
+            "provider_id": str(aws_provider.id),
+        }
+
+    def test_a_record_created_without_kwargs_reports_none(self, tenants_fixture):
+        """The argument is optional, so the other callers keep their behaviour."""
+        task = create_scan_task_record(
+            tenant_id=str(tenants_fixture[0].id),
+            task_id=str(uuid.uuid4()),
+        )
+
+        assert self._task_args(task) == {}
+
+    def test_the_publish_can_overwrite_the_stored_kwargs(
+        self, tenants_fixture, aws_provider
+    ):
+        """django-celery-results stores a Python repr; both must decode alike."""
+        tenant = tenants_fixture[0]
+        scan = self._scan(tenant, aws_provider)
+        task_id = str(uuid.uuid4())
+        kwargs = self._publish_kwargs(tenant, scan)
+
+        task = create_scan_task_record(
+            tenant_id=str(tenant.id), task_id=task_id, task_kwargs=kwargs
+        )
+        before = self._task_args(task)
+
+        # What `before_task_publish` writes once the task reaches the broker.
+        task_result = TaskResult.objects.get(task_id=task_id)
+        task_result.task_kwargs = json.dumps(repr(kwargs))
+        task_result.save(update_fields=["task_kwargs"])
+        task.refresh_from_db()
+
+        assert self._task_args(task) == before
@@ -45,7 +45,7 @@ constraints = [
    { name = "alibabacloud-sls20201230", specifier = "==5.9.0" },
    { name = "alibabacloud-sts20150401", specifier = "==1.1.6" },
    { name = "alibabacloud-tea", specifier = "==0.4.3" },
-    { name = "alibabacloud-tea-openapi", specifier = "==0.4.5" },
+    { name = "alibabacloud-tea-openapi", specifier = "==0.4.6" },
    { name = "alibabacloud-tea-util", specifier = "==0.3.14" },
    { name = "alibabacloud-tea-xml", specifier = "==0.0.3" },
    { name = "alibabacloud-vpc20160428", specifier = "==6.13.0" },
@@ -53,7 +53,7 @@ constraints = [
    { name = "aliyun-log-fastpb", specifier = "==0.2.0" },
    { name = "amqp", specifier = "==5.3.1" },
    { name = "annotated-types", specifier = "==0.7.0" },
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@@ -212,6 +212,14 @@ mainConfig:
    # MEDIUM
    ecr_repository_vulnerability_minimum_severity: "MEDIUM"

+    # AWS Inspector2
+    # aws.inspector2_coverage_recently_scanned
+    # Maximum days since Inspector2 last scanned an actively covered resource
+    inspector2_max_days_since_last_scan: 3
+    # aws.inspector2_active_findings_within_max_age
+    # Maximum days an Inspector2 finding can stay active since it was first observed
+    inspector2_active_finding_max_age_days: 192
+
    # AWS Trusted Advisor
    # aws.trustedadvisor_premium_support_plan_subscribed
    verify_premium_support_plans: True
@@ -1,46 +0,0 @@
-import warnings
-
-from dashboard.common_methods import get_section_containers_cis
-
-warnings.filterwarnings("ignore")
-
-
-def get_table(data):
-    aux = data[
-        [
-            "REQUIREMENTS_ID",
-            "REQUIREMENTS_DESCRIPTION",
-            "REQUIREMENTS_ATTRIBUTES_SECTION",
-            "CHECKID",
-            "STATUS",
-            "REGION",
-            "ACCOUNTID",
-            "RESOURCEID",
-        ]
-    ].copy()
-
-    # Shorten the long FedRAMP KSI descriptions for better display
-    ksi_short_names = {
-        "A secure cloud service offering will protect user data, control access, and apply zero trust principles": "Identity and Access Management",
-        "A secure cloud service offering will use cloud native architecture and design principles to enforce and enhance the Confidentiality, Integrity and Availability of the system": "Cloud Native Architecture",
-        "A secure cloud service provider will ensure that all system changes are properly documented and configuration baselines are updated accordingly": "Change Management",
-        "A secure cloud service provider will continuously educate their employees on cybersecurity measures, testing them regularly": "Cybersecurity Education",
-        "A secure cloud service offering will document, report, and analyze security incidents to ensure regulatory compliance and continuous security improvement": "Incident Reporting",
-        "A secure cloud service offering will monitor, log, and audit all important events, activity, and changes": "Monitoring, Logging, and Auditing",
-        "A secure cloud service offering will have intentional, organized, universal guidance for how every information resource, including personnel, is secured": "Policy and Inventory",
-        "A secure cloud service offering will define, maintain, and test incident response plan(s) and recovery capabilities to ensure minimal service disruption and data loss": "Recovery Planning",
-        "A secure cloud service offering will follow FedRAMP encryption policies, continuously verify information resource integrity, and restrict access to third-party information resources": "Service Configuration",
-        "A secure cloud service offering will understand, monitor, and manage supply chain risks from third-party information resources": "Third-Party Information Resources",
-    }
-
-    # Replace long descriptions with short names - use contains for partial matching
-    if not aux.empty:
-        for long_desc, short_name in ksi_short_names.items():
-            mask = aux["REQUIREMENTS_DESCRIPTION"].str.contains(
-                long_desc, na=False, regex=False
-            )
-            aux.loc[mask, "REQUIREMENTS_DESCRIPTION"] = short_name
-
-    return get_section_containers_cis(
-        aux, "REQUIREMENTS_ID", "REQUIREMENTS_ATTRIBUTES_SECTION"
-    )
@@ -1,46 +0,0 @@
-import warnings
-
-from dashboard.common_methods import get_section_containers_cis
-
-warnings.filterwarnings("ignore")
-
-
-def get_table(data):
-    aux = data[
-        [
-            "REQUIREMENTS_ID",
-            "REQUIREMENTS_DESCRIPTION",
-            "REQUIREMENTS_ATTRIBUTES_SECTION",
-            "CHECKID",
-            "STATUS",
-            "REGION",
-            "ACCOUNTID",
-            "RESOURCEID",
-        ]
-    ].copy()
-
-    # Shorten the long FedRAMP KSI descriptions for better display
-    ksi_short_names = {
-        "A secure cloud service offering will protect user data, control access, and apply zero trust principles": "Identity and Access Management",
-        "A secure cloud service offering will use cloud native architecture and design principles to enforce and enhance the Confidentiality, Integrity and Availability of the system": "Cloud Native Architecture",
-        "A secure cloud service provider will ensure that all system changes are properly documented and configuration baselines are updated accordingly": "Change Management",
-        "A secure cloud service provider will continuously educate their employees on cybersecurity measures, testing them regularly": "Cybersecurity Education",
-        "A secure cloud service offering will document, report, and analyze security incidents to ensure regulatory compliance and continuous security improvement": "Incident Reporting",
-        "A secure cloud service offering will monitor, log, and audit all important events, activity, and changes": "Monitoring, Logging, and Auditing",
-        "A secure cloud service offering will have intentional, organized, universal guidance for how every information resource, including personnel, is secured": "Policy and Inventory",
-        "A secure cloud service offering will define, maintain, and test incident response plan(s) and recovery capabilities to ensure minimal service disruption and data loss": "Recovery Planning",
-        "A secure cloud service offering will follow FedRAMP encryption policies, continuously verify information resource integrity, and restrict access to third-party information resources": "Service Configuration",
-        "A secure cloud service offering will understand, monitor, and manage supply chain risks from third-party information resources": "Third-Party Information Resources",
-    }
-
-    # Replace long descriptions with short names - use contains for partial matching
-    if not aux.empty:
-        for long_desc, short_name in ksi_short_names.items():
-            mask = aux["REQUIREMENTS_DESCRIPTION"].str.contains(
-                long_desc, na=False, regex=False
-            )
-            aux.loc[mask, "REQUIREMENTS_DESCRIPTION"] = short_name
-
-    return get_section_containers_cis(
-        aux, "REQUIREMENTS_ID", "REQUIREMENTS_ATTRIBUTES_SECTION"
-    )
@@ -1,46 +0,0 @@
-import warnings
-
-from dashboard.common_methods import get_section_containers_cis
-
-warnings.filterwarnings("ignore")
-
-
-def get_table(data):
-    aux = data[
-        [
-            "REQUIREMENTS_ID",
-            "REQUIREMENTS_DESCRIPTION",
-            "REQUIREMENTS_ATTRIBUTES_SECTION",
-            "CHECKID",
-            "STATUS",
-            "REGION",
-            "ACCOUNTID",
-            "RESOURCEID",
-        ]
-    ].copy()
-
-    # Shorten the long FedRAMP KSI descriptions for better display
-    ksi_short_names = {
-        "A secure cloud service offering will protect user data, control access, and apply zero trust principles": "Identity and Access Management",
-        "A secure cloud service offering will use cloud native architecture and design principles to enforce and enhance the Confidentiality, Integrity and Availability of the system": "Cloud Native Architecture",
-        "A secure cloud service provider will ensure that all system changes are properly documented and configuration baselines are updated accordingly": "Change Management",
-        "A secure cloud service provider will continuously educate their employees on cybersecurity measures, testing them regularly": "Cybersecurity Education",
-        "A secure cloud service offering will document, report, and analyze security incidents to ensure regulatory compliance and continuous security improvement": "Incident Reporting",
-        "A secure cloud service offering will monitor, log, and audit all important events, activity, and changes": "Monitoring, Logging, and Auditing",
-        "A secure cloud service offering will have intentional, organized, universal guidance for how every information resource, including personnel, is secured": "Policy and Inventory",
-        "A secure cloud service offering will define, maintain, and test incident response plan(s) and recovery capabilities to ensure minimal service disruption and data loss": "Recovery Planning",
-        "A secure cloud service offering will follow FedRAMP encryption policies, continuously verify information resource integrity, and restrict access to third-party information resources": "Service Configuration",
-        "A secure cloud service offering will understand, monitor, and manage supply chain risks from third-party information resources": "Third-Party Information Resources",
-    }
-
-    # Replace long descriptions with short names - use contains for partial matching
-    if not aux.empty:
-        for long_desc, short_name in ksi_short_names.items():
-            mask = aux["REQUIREMENTS_DESCRIPTION"].str.contains(
-                long_desc, na=False, regex=False
-            )
-            aux.loc[mask, "REQUIREMENTS_DESCRIPTION"] = short_name
-
-    return get_section_containers_cis(
-        aux, "REQUIREMENTS_ID", "REQUIREMENTS_ATTRIBUTES_SECTION"
-    )
@@ -15,6 +15,7 @@ services:
  api:
    hostname: "prowler-api"
    image: prowlercloud/prowler-api:${PROWLER_API_VERSION:-stable}
+    restart: unless-stopped
    env_file:
      - path: .env
        required: false
@@ -44,6 +45,7 @@ services:

  ui:
    image: prowlercloud/prowler-ui:${PROWLER_UI_VERSION:-stable}
+    restart: unless-stopped
    env_file:
      - path: .env
        required: false
@@ -61,6 +63,7 @@ services:

  postgres:
    image: postgres:16-alpine@sha256:57c72fd2a128e416c7fcc499958864df5301e940bca0a56f58fddf30ffc07777
+    restart: unless-stopped
    hostname: "postgres-db"
    volumes:
      - ./_data/postgres:/var/lib/postgresql/data
@@ -81,6 +84,7 @@ services:

  valkey:
    image: valkey/valkey:8-alpine@sha256:a038175878d66b9d274fbf8be73c0305e93798b83917647f167e18cef3c71eec
+    restart: unless-stopped
    hostname: "valkey"
    volumes:
      - ./_data/valkey:/data
@@ -97,6 +101,7 @@ services:

  neo4j:
    image: graphstack/dozerdb:5.26.27.0@sha256:9b54d6b3a98a76c00bd23e8e78d8c82081ff168162aebd47b25c234e092cb0a0
+    restart: unless-stopped
    hostname: "neo4j"
    volumes:
      - ./_data/neo4j:/data
@@ -129,6 +134,7 @@ services:

  worker:
    image: prowlercloud/prowler-api:${PROWLER_API_VERSION:-stable}
+    restart: unless-stopped
    # Give Celery soft shutdown time to drain/re-queue in-flight tasks on stop.
    stop_grace_period: 120s
    env_file:
@@ -149,6 +155,7 @@ services:

  worker-beat:
    image: prowlercloud/prowler-api:${PROWLER_API_VERSION:-stable}
+    restart: unless-stopped
    env_file:
      - path: ./.env
        required: false
@@ -165,6 +172,7 @@ services:

  mcp-server:
    image: prowlercloud/prowler-mcp:${PROWLER_MCP_VERSION:-stable}
+    restart: unless-stopped
    environment:
      - PROWLER_MCP_TRANSPORT_MODE=http
    env_file:
@@ -4,6 +4,462 @@ description: "New features and improvements in each Prowler release"
 rss: true
 ---

+<Update label="v5.43.0" description="September 21, 2026">
+  ### 🏛️ Compliance — FedRAMP 20x Consolidated Rules 2026
+
+  The FedRAMP 20x Phase One pilot frameworks (`fedramp_20x_ksi_low_aws`, `fedramp_20x_ksi_low_azure` and `fedramp_20x_ksi_low_gcp`) are replaced by two universal frameworks built from the FedRAMP Consolidated Rules for 2026, each covering AWS, Azure, GCP, Kubernetes and Microsoft 365 from a single definition:
+
+  - **FedRAMP 20x KSI** (`fedramp_20x_ksi_2026`): the 46 Key Security Indicators across 10 themes. There is one indicator catalog for every class instead of a separate Low fork; each indicator carries its class applicability and NIST SP 800-53 controls.
+  - **FedRAMP 20x Class C FRR** (`fedramp_20x_frr_class_c_2026`): the 158 FedRAMP Rules of the Class C ruleset that bind cloud service providers. Most are program obligations (reports, notifications, certification package) and stay manual; checks are mapped only where they evidence part of the rule text. Configurable checks carry configuration requirements, so a relaxed `audit_config` cannot turn a requirement green.
+
+  Automation or stored results that reference the pilot framework IDs need to move to `fedramp_20x_ksi_2026`. In Prowler App, both frameworks show the per-provider breakdown in the cross-provider compliance view and can be downloaded as OCSF.
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔎 AWS — Inspector Coverage, CISA KEV and FIPS Checks
+
+  Seven new AWS checks back the vulnerability detection and cryptography rules of FedRAMP 20x Class C:
+
+  - `inspector2_coverage_scan_status_active` and `inspector2_coverage_recently_scanned` report resources Amazon Inspector is not scanning, or last scanned more than `inspector2_max_days_since_last_scan` days ago (default 3).
+  - `inspector2_active_findings_no_known_exploited_vulnerabilities` and `inspector2_active_findings_kev_within_due_date` report active findings whose CVE is in the CISA Known Exploited Vulnerabilities catalog, and those still open past the CISA due date. The KEV data comes from Inspector itself through `inspector2:BatchGetFindingDetails`, so no external feed is needed.
+  - `inspector2_active_findings_within_max_age` reports active findings first observed more than `inspector2_active_finding_max_age_days` days ago (default 192).
+  - `elbv2_listener_fips_tls_enabled` and `transfer_server_fips_security_policy_enabled` report HTTPS/TLS load balancer listeners and Transfer Family servers without a FIPS security policy.
+
+  `inspector2:BatchGetFindingDetails` is not part of `SecurityAudit`, so it is now included in the Prowler additions policy and the CloudFormation scan role. Without it, the KEV checks report `MANUAL` naming the missing permission instead of a false `FAIL`.
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  ### ☁️ AWS — Partition Bootstrap Failover
+
+  When `PROWLER_AWS_PARTITION` is set, the bootstrap STS calls (validating credentials, assuming a role and getting an MFA session token) now try up to two more regions of the partition if the first one cannot be reached. A GovCloud host whose configured region belongs to another partition was still sent to `us-gov-east-1`, and on a network that routes only to `us-gov-west-1` the connection check and the scan failed on perfectly valid credentials. Only connection errors and timeouts move on to the next region; credential errors are reported from the first one as before. Later STS calls reuse the region that answered, and nothing changes when `PROWLER_AWS_PARTITION` is unset.
+
+  Read more in the [AWS Regions and Partitions documentation](https://docs.prowler.com/user-guide/providers/aws/regions-and-partitions).
+
+  ### 🌐 Azure — Sovereign Cloud Endpoints for Defender and Key Vault
+
+  Defender security contacts and Key Vault key rotation policies now use the endpoints of the cloud selected with `--azure-region` instead of the hardcoded `management.azure.com` and `vault.azure.net` hosts, so both work on `AzureUSGovernment` and `AzureChinaCloud`. Key Vault clients are built from the vault URI that Azure returns for each vault.
+
+  Read more in the [Azure non-default cloud documentation](https://docs.prowler.com/user-guide/providers/azure/use-non-default-cloud).
+
+  ### ✉️ Invitations — Expired Invitations No Longer Block Re-Invites
+
+  A pending invitation past its expiry date is now reported as expired, and inviting the same email again marks it as expired and creates the new invitation instead of returning a generic error. The Invitations table disables Edit and Revoke on expired and revoked invitations, and `filter[state__in]` on the invitations endpoint no longer returns a server error.
+
+  In Prowler Cloud, new organizations are offered an **Invite your team** step once the first provider is connected, and Prowler Private Cloud deployments can set `UI_SELF_REGISTRATION_ENABLED=false` to make sign-up invitation-only.
+
+  Read more in the [Invitations documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-rbac#invitations).
+
+  ### 📄 Reports — Downloads on Self-Hosted Storage
+
+  Report downloads no longer depend on the storage host being the same inside and outside the container network. `DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL` signs the download URL against a browser-reachable host, so a deployment whose object storage answers only on an internal address serves the file instead of a link the browser cannot open. Leaving `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` unset, common on S3-compatible storage with no meaningful region, no longer makes the download fail with a server error.
+
+  ### 🔍 Checks
+
+  - **Huawei Cloud:** new `smn_topic_subscriptions` check reports SMN topics without any subscription.
+  - **Cloudflare:** the API token links in the provider wizard request the SSL and Certificates, Bot Management and Zone WAF read permissions the checks need, so a token created from the wizard no longer produces failures on permissions it was never granted.
+  - **Microsoft 365:** five Defender malware, anti-phishing and inbound anti-spam checks no longer fail with `KeyError` on tenants that use the Standard or Strict preset security policies, which dropped every finding of those checks. Preset policies are covered by `defender_strict_preset_security_policy_enabled`.
+  - **Google Workspace:** `security_2sv_enforced` reports domain-wide 2-Step Verification failures as `FAIL` even when every failing setting is overridden for a group or organizational unit.
+
+  Explore all checks at [Prowler Hub](https://hub.prowler.com/check).
+
+  ### 🔐 Security Updates
+
+  - `libsqlite3-0`, `gzip`, `perl-base`, `libssh2-1t64` and `libpcre2-8-0` upgraded in the SDK and API container images, patching high-severity Debian CVEs.
+  - PowerShell upgraded to 7.5.11 in the SDK and API container images, bundling .NET runtime 9.0.20 and patching CVE-2026-62901.
+  - `anyio` upgraded to 4.14.2 in the SDK, the API and the MCP Server, patching CVE-2026-63374.
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.43.0) for the complete list of changes.
+</Update>
+
+<Update label="v5.42.0" description="September 11, 2026">
+  ### ☁️ AWS — ISO Partitions
+
+  Prowler now resolves regions and services for the AWS ISO partitions (`aws-iso`, `aws-iso-b`, `aws-iso-e` and `aws-iso-f`) the same way it does for the commercial, China, European Sovereign Cloud and GovCloud partitions. The region matrix is filled from the endpoint metadata bundled with botocore, which needs no credentials or network access, so it covers partitions that are air-gapped from the internet. Scanning them no longer requires a hand-edited `aws_regions_by_service.json`: ISO regions such as `us-isob-east-1` are accepted by `--region` and `--excluded-region`.
+
+  Deployments that declare `PROWLER_AWS_PARTITION` also keep their bootstrap STS calls in the configured region when it belongs to that partition. An install in `us-gov-west-1` that reaches AWS only through its own VPC endpoints is no longer sent to `us-gov-east-1`, where the connection check and the scan used to time out.
+
+  Read more in the [AWS Regions and Partitions documentation](https://docs.prowler.com/user-guide/providers/aws/regions-and-partitions).
+
+  ### ⏱️ AWS — Configurable Timeouts for Restricted Networks
+
+  Scans from networks with restricted egress (VPC endpoints for only some services, GovCloud or private deployments) could take hours: Boto3 waits 60 seconds to connect by default and retries connection errors, so every service without a reachable endpoint cost up to four 60-second attempts in every region. Prowler now lowers the default connect timeout to 10 seconds, keeps the read timeout at 60 seconds, and exposes both through `--aws-connect-timeout` and `--aws-read-timeout`, or through the `PROWLER_AWS_BOTO3_CONNECT_TIMEOUT` and `PROWLER_AWS_BOTO3_READ_TIMEOUT` environment variables for deployments without a CLI. `--aws-retries-max-attempts 0` now disables retries instead of silently falling back to three, leaving a single attempt per call.
+
+  Read more in the [Boto3 configuration documentation](https://docs.prowler.com/user-guide/providers/aws/boto3-configuration).
+
+  ### 🐳 Image Provider — Reusable Vulnerability Database
+
+  The Image provider now honors `TRIVY_CACHE_DIR`. When the variable names a directory, Trivy keeps its vulnerability database there and Prowler leaves the directory in place after the scan, so the database is downloaded once instead of on every scan. Hosts without internet access can now scan images by pointing `TRIVY_CACHE_DIR` at a pre-populated database and setting `TRIVY_SKIP_DB_UPDATE=true`. Without the variable, the temporary cache is created and removed as before.
+
+  Read more in the [Image provider documentation](https://docs.prowler.com/user-guide/providers/image/getting-started-image#vulnerability-database-cache).
+
+  ### 🎫 Jira Integration — Faster Connection Test
+
+  Testing a Jira integration no longer reports a false failure on accounts with many projects. The connection test fetched the issue types of every project one request at a time, which could outlast the wait in the UI even when the check was about to succeed. Issue types are now fetched concurrently, a project whose issue types the integration user cannot see is no longer logged as an error, and the Integrations page keeps following the connection test instead of giving up after about a minute.
+
+  Read more in the [Jira integration documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-jira-integration).
+
+  ### 📚 Compliance — Catalog Integrity Fixes
+
+  A new integrity test runs over every compliance framework, asserting unique requirement IDs, no check listed twice within a requirement, and that every referenced check exists for its provider. The fixes it drove span 42 frameworks across AWS, Azure, GCP, GitHub, Kubernetes and Microsoft 365:
+
+  - **Duplicate requirement IDs:** identical copies are removed, and distinct requirements that shared an ID get their own, such as `1.10` in CIS AWS 5.0 and `rc_rp_1` for RC.RP-1 in NIST CSF 1.1. In Prowler ThreatScore for Azure, SQL auditing retention moves from `3.2.1` to `3.2.4`, and requirement `1.2.1` of Prowler ThreatScore for GCP now points to `iam_sa_no_user_managed_keys`.
+  - **Stale check references:** checks that no longer exist are replaced with their current name when there is a direct equivalent, or removed so the requirement reports as manual. Most of these were in the FedRAMP 20x KSI frameworks.
+
+  Renamed requirement IDs appear as new requirements for scans run after the upgrade.
+
+  The compliance overview task that runs after every scan is also faster: ThreatScore mappings are read once from the compliance template instead of from every finding, and rows are inserted with time-ordered `uuid7` IDs grouped by framework and requirement.
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔍 Checks
+
+  `rolesanywhere_profile_restricts_session_permissions`, `iam_role_service_trust_restricts_source_to_account` and `codebuild_project_uses_allowed_github_organizations` no longer crash with `TypeError` when the scanning role is denied `iam:ListRoles`, which dropped every finding of those checks for the account. Without the role inventory, an enabled IAM Roles Anywhere profile without session scoping reports `MANUAL`, and CodeBuild projects whose service role cannot be resolved are skipped.
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  ### 🔐 Security Updates
+
+  - `next` upgraded to 16.3.3 in the UI, patching unauthenticated remote code execution through AVIF image optimization ([GHSA-2xp9-vwfh-vxw4](https://github.com/advisories/GHSA-2xp9-vwfh-vxw4)) and on Windows-hosted servers ([GHSA-p293-qw3h-jr36](https://github.com/advisories/GHSA-p293-qw3h-jr36)).
+  - `sharp` upgraded to 0.35.4 in the UI, patching libheif image-decoding vulnerabilities ([GHSA-rgj7-g3m4-5g8c](https://github.com/advisories/GHSA-rgj7-g3m4-5g8c)).
+  - `nanoid`, `js-yaml` and `postcss`, plus eleven transitive UI dependencies, upgraded to patched versions, resolving 40 npm audit advisories (21 high, 15 moderate, 4 low).
+  - `libuuid` upgraded to 2.41.6-r1 in the MCP Server image, patching CVE-2026-53612, CVE-2026-53613, CVE-2026-53614, CVE-2026-76642, CVE-2026-78408 and CVE-2026-78410.
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.42.0) for the complete list of changes.
+</Update>
+
+<Update label="v5.41.0" description="September 2, 2026">
+  ### 📥 Scans — Import Findings from the Browser
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Findings produced outside the platform, by the Prowler CLI or a CI pipeline, can now be brought into the app without leaving the browser. The Scans page gains an "Import Findings" dialog that takes a Prowler `.ocsf.json` report by drag-and-drop or file picker, hands it to the ingestion API and tracks the job to completion, reporting how many records were processed and how many were invalid. Files that are not a `.ocsf.json` report, or are empty, are refused before any upload starts, and a rejected upload or a failed status poll can be retried in place. The dialog is available to roles holding the Manage Ingestions permission.
+
+  ![Import Findings button on the Scans page](/images/prowler-app/import-findings/import-findings-button.png)
+
+  ![Import findings dialog with the drag-and-drop area](/images/prowler-app/import-findings/import-findings-dialog.png)
+
+  Read more in the [Import Findings documentation](https://docs.prowler.com/user-guide/tutorials/prowler-import-findings#using-the-ui).
+
+  ### 🎫 Jira Integration — Finding Reference in Every Issue
+
+  Every Jira issue created from a finding now carries a stable reference back to it. Issues are labeled `prowler`, `prowler-<provider>`, `prowler-<severity>`, `prowler-<check-id>` and `prowler-finding-<finding-uid>`, so they can be filtered, searched with JQL or matched by automation; labels are sanitized to Jira's limits so a long or unusual value never blocks issue creation. The issue also links back to the finding in Prowler, filtered by its UID so the link keeps working after later scans, and names the Prowler organization that sent it. Prowler Cloud always includes the link; Prowler Local Server enables it by setting `DJANGO_UI_BASE_URL` in the API environment.
+
+  Read more in the [Jira integration documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-jira-integration).
+
+  ### 📚 Compliance — CIS Google Workspace Foundations Benchmark v1.4.0
+
+  Prowler now ships the CIS Google Workspace Foundations Benchmark v1.4.0. Alongside the new framework, the Google Workspace checks mapped to CIS were reworked to evaluate the benchmark's full audit procedure instead of a single condition, so Gmail spoofing actions, 2-Step Verification, password expiration and alert severity left on Google's defaults no longer pass. Expect new `FAIL` findings on domains that rely on those defaults. Three accuracy fixes also land:
+
+  - `security_2sv_enforced` and `security_2sv_hardware_keys_admins` report `MANUAL` instead of judging domain-wide values that a group or a sub-organizational unit overrides; a domain-wide failure is still reported as such, with the override noted.
+  - `rules_*_alert_configured` no longer passes a rule whose delivery to the alert center is disabled.
+  - `security_password_policy_strong` no longer fails a domain that never touched the password strength setting, since Google enforces strong passwords by default.
+
+  `security_login_challenges_configured` was unmapped from CIS Google Workspace requirement 4.1.4.1 (Post-SSO verification) and `security_2sv_enforced` from CISA SCuBA `GWS.COMMONCONTROLS.1.1` (phishing-resistant MFA), because neither check can prove what those requirements ask for.
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔍 Checks
+
+  Ten new AWS checks land in this release, eight of them contributed by @tamg-aws. Thank you!
+
+  #### Amazon Bedrock AgentCore
+
+  - `iam_policy_passrole_to_bedrock_agentcore_restricted` flags customer-managed IAM policies that allow `iam:PassRole` over every role where the passed role can reach Bedrock AgentCore, so any principal holding the policy could run agent code under any role in the account.
+  - `iam_policy_no_agentcore_workload_access_token_wildcard` flags customer-managed IAM policies that allow `bedrock-agentcore:GetWorkloadAccessToken`, `GetWorkloadAccessTokenForJWT` or `GetWorkloadAccessTokenForUserId` on resources reaching workload identities other than the caller's own.
+  - `cloudwatch_log_group_agentcore_data_protection_policy_enabled` verifies that Bedrock AgentCore log groups mask sensitive data with a CloudWatch Logs data protection policy. The log group prefixes are configurable through `agentcore_log_group_name_prefixes` in `config.yaml`.
+
+  #### Amazon GuardDuty
+
+  - `guardduty_runtime_monitoring_enabled` flags detectors without unified Runtime Monitoring, the only feature that covers Amazon EC2 instances and Amazon ECS on AWS Fargate tasks in addition to Amazon EKS.
+  - `guardduty_ai_protection_enabled` flags detectors without AI Protection, which analyzes CloudTrail data events from Amazon Bedrock, Amazon Bedrock AgentCore and Amazon SageMaker AI. A detector that does not report the feature is `MANUAL` rather than `FAIL`.
+
+  `guardduty_eks_runtime_monitoring_enabled` no longer reports `FAIL` for detectors that use unified Runtime Monitoring, which is mutually exclusive with `EKS_RUNTIME_MONITORING` and already covers Amazon EKS.
+
+  #### Amazon ECR and EKS
+
+  - `ecr_registry_enhanced_scanning_enabled` verifies that the ECR registry scan type is enhanced (Amazon Inspector, covering programming language packages and continuous rescanning) instead of basic, reporting `MANUAL` when the registry scanning configuration cannot be read.
+  - `eks_cluster_vpc_cni_network_policy_enforced` flags EKS clusters whose Amazon VPC CNI managed add-on does not enable Kubernetes network policy enforcement, reporting `MANUAL` where the EKS API cannot show the setting.
+
+  #### AWS IAM, Elastic Beanstalk and MemoryDB
+
+  - `iam_role_service_trust_restricts_source_to_account` flags IAM roles whose trust policy lets an AWS service principal assume the role without confining the request to a specific source account, including trust policies that `iam_role_cross_service_confused_deputy_prevention` does not evaluate.
+  - `elasticbeanstalk_environment_no_secrets_in_configuration` scans the option settings of every Elastic Beanstalk environment for hardcoded secrets. Thanks to @haneul-24!
+  - `memorydb_cluster_in_transit_encryption_enabled` verifies that MemoryDB clusters have in-transit encryption (TLS) enabled. Thanks to @UTKARSH698!
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  ### 🐳 Image Provider — On-Premises Registries
+
+  Scanning registries that live on private networks is now supported end to end. `PROWLER_IMAGE_PROVIDER_ALLOWED_PRIVATE_NETWORKS` takes a comma-separated list of IPs and CIDRs the provider may reach, while every other non-public address, including link-local and loopback, stays blocked by the SSRF guard. Authentication negotiation is also more resilient: the provider falls back to Basic when a registry such as Harbor rejects the negotiated bearer token, and switches to a bearer token when the server answers a Basic or anonymous request with a Bearer challenge. `--registry-insecure` now propagates to Trivy through `TRIVY_INSECURE`, so images behind self-signed certificates can be pulled and scanned, not just enumerated. The flag now disables certificate validation for the image pull too, so keep it for trusted internal registries only.
+
+  Registry scans also skip non-image OCI artifacts (Helm charts, cosign signatures, SBOM attestations), no longer abort the whole scan when Trivy fails on a single image, and enumerate repositories in parallel instead of one request at a time.
+
+  Read more in the [Image provider documentation](https://docs.prowler.com/user-guide/providers/image/getting-started-image#on-premises-registries-and-private-networks).
+
+  ### 🛠️ Prowler MCP Server — Tool Failures Reported as Errors
+
+  Prowler Local Server tools now report a failure as an MCP tool execution error (`isError: true`, with the explanation in `content`) instead of a successful result carrying an `{"error": ...}` object, which clients and models read as a success. The Prowler Documentation and Prowler Hub tools follow the same rule: `prowler_docs_search` no longer reports a failed search as zero matches, `prowler_docs_get_document` no longer reports a failed fetch as a missing page, and `prowler_hub_get_check_code` and `prowler_hub_get_check_fixer` now name the provider a check ID actually belongs to instead of reporting it as nonexistent. `prowler_get_compliance_framework_state_details` also rejects a call that passes both `scan_id` and `provider_id` instead of silently ignoring the provider.
+
+  Read more in the [Prowler MCP documentation](https://docs.prowler.com/getting-started/products/prowler-mcp).
+
+  ### 🙌 External Contributors
+
+  Thank you to our community contributors for this release!
+
+  - @tamg-aws: GuardDuty unified Runtime Monitoring and AI Protection checks ([#12564](https://github.com/prowler-cloud/prowler/pull/12564)), EKS VPC CNI network policy check ([#12661](https://github.com/prowler-cloud/prowler/pull/12661)), ECR enhanced scanning check ([#12660](https://github.com/prowler-cloud/prowler/pull/12660)), Bedrock AgentCore IAM and service trust checks ([#12664](https://github.com/prowler-cloud/prowler/pull/12664)), AgentCore log group data protection check ([#12662](https://github.com/prowler-cloud/prowler/pull/12662)), and fixes to ECR scan frequency ([#12560](https://github.com/prowler-cloud/prowler/pull/12560)), CloudWatch metric filters ([#12561](https://github.com/prowler-cloud/prowler/pull/12561)) and SageMaker direct internet access ([#12659](https://github.com/prowler-cloud/prowler/pull/12659))
+  - @haneul-24: AWS `elasticbeanstalk_environment_no_secrets_in_configuration` check ([#12378](https://github.com/prowler-cloud/prowler/pull/12378))
+  - @UTKARSH698: AWS `memorydb_cluster_in_transit_encryption_enabled` check ([#12246](https://github.com/prowler-cloud/prowler/pull/12246))
+  - @ye11oc4t: GitHub repository discovery pagination for unscoped scans ([#12460](https://github.com/prowler-cloud/prowler/pull/12460))
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.41.0) for the complete list of changes.
+</Update>
+
+<Update label="v5.40.0" description="August 28, 2026">
+  ### 💬 Slack Integration — Alert Channel Destinations
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Alerts can now reach Slack. Connect a Slack workspace from the Integrations page, authorize one or several destination channels (the connection check confirms each channel with a one-time message and names any channel Slack refuses), and pick those channels in the alert modal's "Destination channels" selector, next to the "Recipients" selector for email. The alerts list summarizes both in a single "Destinations" column, showing a rule's email recipients and Slack channels at a glance. Disconnecting the workspace and recovering from revoked credentials are handled from the same page.
+
+  ![Connected Slack workspace on the Integrations page](/images/prowler-app/slack/connected-workspace.png)
+
+  ![Alert rule with Slack channel destinations](/images/prowler-app/alerts/create-alert-modal.png)
+
+  Read more in the [Slack integration documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-slack-integration) and the [Alerts documentation](https://docs.prowler.com/user-guide/tutorials/prowler-alerts).
+
+  ### 🤖 Lighthouse AI — Answer Feedback
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Every Lighthouse AI answer can now be rated with a thumbs up or thumbs down, with an optional field to describe what worked or what did not. Feedback is collected per answer, directly in the chat, and tells the team where Lighthouse should improve next.
+
+  Read more in the [Lighthouse AI documentation](https://docs.prowler.com/getting-started/products/prowler-cloud-lighthouse).
+
+  ### 📥 Providers — Imported Findings Indicator
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Providers whose findings were imported with the Prowler CLI now show an "Imported provider" indicator next to their connection status in the providers table. In accounts that mix connected providers with Import Findings uploads, the table now tells them apart at a glance.
+
+  ![Provider row with the Imported provider indicator and its tooltip](/images/changelog/v5.40.0-imported-provider-indicator.png)
+
+  Read more in the [Import Findings documentation](https://docs.prowler.com/user-guide/tutorials/prowler-import-findings).
+
+  ### 📚 Compliance — NCSC Cyber Essentials 3.3
+
+  Cyber Essentials is the UK National Cyber Security Centre (NCSC) scheme certifying the baseline technical controls an organization must implement, and cloud services are explicitly in scope and cannot be excluded from an assessment. Prowler now includes NCSC Cyber Essentials: Requirements for IT Infrastructure v3.3 (April 2026) as a universal framework, with its 28 requirements organized in the five control themes: Firewalls, Secure Configuration, Security Update Management, User Access Control, and Malware Protection.
+
+  Sixteen requirements map to Azure checks covering the controls the applicant organization owns under the shared responsibility model. The remaining twelve apply to end-user devices, on-premises network appliances, or organizational process, which cloud control-plane evidence cannot observe, so they are reported as Manual.
+
+  Contributed by @m-khan-97. Thank you!
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔍 Checks
+
+  Fifteen new checks land across seven providers in this release.
+
+  #### AWS
+
+  - `ecr_repository_image_no_secrets` scans the latest image of each ECR repository, both its configuration and its filesystem layers, for hardcoded secrets. Thanks to @esquaredsec!
+  - Four new Amazon Bedrock checks, thanks to @tamg-aws!
+    - `bedrock_guardrail_contextual_grounding_filter_enabled` verifies that guardrails enable both contextual grounding filters, blocking responses that are not supported by the retrieved source or do not answer the question asked.
+    - `bedrock_custom_model_encrypted_with_cmk` verifies that custom models are encrypted at rest with a customer-managed KMS key instead of an AWS-owned key the organization cannot audit, rotate, or revoke.
+    - `bedrock_knowledge_base_encrypted_with_cmk` verifies that each knowledge-base data source encrypts with a customer-managed KMS key the transient storage used while documents are chunked and embedded.
+    - `bedrock_agent_role_not_shared_across_agents` verifies that every agent has a dedicated execution role, so no agent inherits another's permissions.
+  - `rolesanywhere_profile_restricts_session_permissions` flags IAM Roles Anywhere profiles that reference an administrative role without scoping down the vended session with a session policy or managed policies.
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  #### GCP
+
+  - `iam_workload_identity_pool_provider_attribute_condition` flags Workload Identity Federation providers that trust a multi-tenant issuer without an attribute condition restricting which external identities can impersonate federated principals.
+
+  Explore all GCP checks at [Prowler Hub](https://hub.prowler.com/check?provider=gcp).
+
+  #### GitHub
+
+  Three new checks harden GitHub Actions defaults, all contributed by @Edneam. Thank you!
+
+  - `organization_default_workflow_permissions_read_only` and `repository_default_workflow_permissions_read_only` verify that workflows get a read-only default `GITHUB_TOKEN` at the organization and repository level.
+  - `organization_actions_pull_request_approval_disabled` verifies that organizations prevent GitHub Actions from creating and approving pull requests.
+
+  Explore all GitHub checks at [Prowler Hub](https://hub.prowler.com/check?provider=github).
+
+  #### Microsoft 365
+
+  - `defender_domain_dmarc_records_published` checks that every Exchange Online domain publishes a DMARC record with an enforcing policy (`p=quarantine` or `p=reject`). Thanks to @Rishi943!
+
+  Explore all Microsoft 365 checks at [Prowler Hub](https://hub.prowler.com/check?provider=m365).
+
+  #### Alibaba Cloud
+
+  - `oss_bucket_versioning_enabled` verifies that OSS buckets keep versioning enabled, allowing recovery from accidental or malicious object overwrite and deletion. Thanks to @abidedavana!
+  - `oss_bucket_server_side_encryption_enabled` verifies that OSS buckets define a default server-side encryption rule, either AES256 or KMS. Thanks to @alexchen-sys!
+
+  OSS bucket logging, versioning, default encryption, and ACL configurations are also now read correctly from the Alibaba Cloud SDK, so the checks reading them no longer report every bucket as unconfigured.
+
+  Explore all Alibaba Cloud checks at [Prowler Hub](https://hub.prowler.com/check?provider=alibabacloud).
+
+  #### Huawei Cloud
+
+  - `vpc_security_group_open_egress` flags VPC security groups that allow open egress to the internet. Thanks to @tomitobio!
+
+  Explore all Huawei Cloud checks at [Prowler Hub](https://hub.prowler.com/check?provider=huaweicloud).
+
+  #### STACKIT
+
+  - `ske_cluster_no_public_endpoint` flags SKE clusters whose Kubernetes API endpoint is reachable from the whole internet, because the ACL extension is disabled or its allowed CIDR list contains `0.0.0.0/0` or `::/0`. Thanks to @johannes-engler-mw!
+
+  Explore all STACKIT checks at [Prowler Hub](https://hub.prowler.com/check?provider=stackit).
+
+  ### 🔐 Security Updates
+
+  - The API and SDK container images upgrade OpenSSL to 3.5.7-1~deb13u2, patching ten high CVEs; the UI image upgrades `libcrypto3` and `libssl3` to 3.5.8-r0, patching seven high CVEs; the MCP Server image patches CVE-2026-14456 (OpenSSL), CVE-2026-11822, and CVE-2026-11824 (SQLite).
+  - `sqlparse` upgraded to 0.6.0 in the API, patching CVE-2026-54284, CVE-2026-59893, and CVE-2026-71491.
+
+  ### 🙌 External Contributors
+
+  Thank you to our community contributors for this release!
+
+  - @Edneam: GitHub `organization_default_workflow_permissions_read_only` ([#12122](https://github.com/prowler-cloud/prowler/pull/12122)), `repository_default_workflow_permissions_read_only` ([#12143](https://github.com/prowler-cloud/prowler/pull/12143)), and `organization_actions_pull_request_approval_disabled` ([#12394](https://github.com/prowler-cloud/prowler/pull/12394)) checks
+  - @tamg-aws: four AWS Bedrock checks covering guardrail grounding, CMK encryption, and agent role isolation ([#12459](https://github.com/prowler-cloud/prowler/pull/12459))
+  - @esquaredsec: AWS `ecr_repository_image_no_secrets` check ([#12123](https://github.com/prowler-cloud/prowler/pull/12123))
+  - @Rishi943: Microsoft 365 `defender_domain_dmarc_records_published` check ([#11936](https://github.com/prowler-cloud/prowler/pull/11936))
+  - @abidedavana: Alibaba Cloud `oss_bucket_versioning_enabled` check ([#11913](https://github.com/prowler-cloud/prowler/pull/11913))
+  - @alexchen-sys: Alibaba Cloud `oss_bucket_server_side_encryption_enabled` check ([#11981](https://github.com/prowler-cloud/prowler/pull/11981))
+  - @tomitobio: Huawei Cloud `vpc_security_group_open_egress` check ([#12209](https://github.com/prowler-cloud/prowler/pull/12209))
+  - @johannes-engler-mw: STACKIT `ske_cluster_no_public_endpoint` check ([#11943](https://github.com/prowler-cloud/prowler/pull/11943))
+  - @gabrielfrdev: cluster name in Kubernetes compliance report outputs ([#12506](https://github.com/prowler-cloud/prowler/pull/12506))
+  - @jfgmesquita: AWS FSBP compliance mapping fix for IAM.9 and EKS.1 ([#12372](https://github.com/prowler-cloud/prowler/pull/12372))
+  - @hackertwinten: `ec2_securitygroup_not_used` no longer flags security groups held only by scaled-down AWS Batch compute environments ([#12458](https://github.com/prowler-cloud/prowler/pull/12458))
+  - @0xTaoZ: ECS task-definition checks no longer report PASS when `DescribeTaskDefinition` fails, shipped early in v5.39.1 ([#12217](https://github.com/prowler-cloud/prowler/pull/12217))
+  - @ye11oc4t: `ses_identity_not_publicly_accessible` now evaluates every identity authorization policy, shipped early in v5.39.1 ([#12464](https://github.com/prowler-cloud/prowler/pull/12464))
+  - @Zuhef: IaC provider raises typed exceptions instead of `sys.exit` when cloning the scanned repository or running Trivy fails ([#12227](https://github.com/prowler-cloud/prowler/pull/12227)), Kubernetes kubelet checks no longer disappear from the scan when a `kubelet-config` ConfigMap is broken ([#12225](https://github.com/prowler-cloud/prowler/pull/12225)), and the CLI `--slack` summary is sent for scans with no findings instead of failing with `ZeroDivisionError` ([#12229](https://github.com/prowler-cloud/prowler/pull/12229))
+  - @m-khan-97: NCSC Cyber Essentials 3.3 compliance framework with Azure provider coverage across the five Cyber Essentials themes ([#11588](https://github.com/prowler-cloud/prowler/pull/11588))
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.40.0) for the complete list of changes.
+</Update>
+
+<Update label="v5.39.0" description="August 13, 2026">
+  ### 🤖 Lighthouse AI — Finding Skills
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Lighthouse AI now embeds a Skills menu on every finding, answering the questions an analyst actually asks. **Contextual Fix** produces the fix for the finding, **Triage Decision** judges whether it is real and closes it out when it is not, and **Systemic Scope** determines whether the problem is a one-off or everywhere. A free-form "Ask Lighthouse anything" prompt sits in the same menu, and each run shows its progress and offers follow-up actions such as creating a Jira issue or muting the finding.
+
+  ![Lighthouse AI Skills menu on a finding resource](/images/changelog/v5.39.0-lighthouse-finding-skills.png)
+
+  Read more in the [Lighthouse AI documentation](https://docs.prowler.com/getting-started/products/prowler-cloud-lighthouse).
+
+  ### ☁️ Azure Management Group Onboarding
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Azure subscriptions no longer onboard one at a time. Choose "Add Multiple Subscriptions With Azure Management Group" in the add-provider wizard, enter the Microsoft Entra tenant ID, and authenticate once with a single tenant-wide service principal: Prowler discovers the entire management-group hierarchy under the tenant root, lets you select the subscriptions to onboard, and creates their providers with the management-group structure preserved. Azure now matches the one-step onboarding that AWS Organizations and GCP organizations already have.
+
+  ![Azure onboarding method selector with the Management Group option](/images/changelog/v5.39.0-azure-mg-selector.png)
+
+  Read more in the [Azure Management Groups documentation](https://docs.prowler.com/user-guide/tutorials/prowler-cloud-azure-management-groups).
+
+  ### ✅ Findings Triage — Verify MANUAL Findings as PASS
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Checks that require human judgment report `MANUAL` findings. For these findings, and only for them, the triage status selector now offers **Resolved**: choosing it asks for the required written evidence and verifies the finding as passing. The finding then reports an effective `PASS` while preserving the raw `MANUAL` scan result, across findings, finding groups, compliance reports, and scans, with the attestation's author, evidence, and validity always visible. Attestations expire automatically after 90 days, or as soon as a new scan reports a real failure, returning the finding to the review queue.
+
+  ![Triage status selector offering Resolved on a MANUAL finding](/images/changelog/v5.39.0-manual-pass-selector.png)
+
+  ![Manual Pass details showing evidence, author, and validity](/images/changelog/v5.39.0-manual-pass-details.png)
+
+  Read more in the [Findings Triage documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-findings-triage#verify-a-manual-finding-as-pass).
+
+  ### ☁️ Prowler Cloud MCP — Organizations Management and Grouped Jira Dispatch
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  The hosted Prowler Cloud MCP server adds eight organization tools, so an agent can onboard and manage entire cloud organizations end to end: create the organization, discover its accounts, subscriptions, and projects, apply the selection, and manage the resulting providers. The tools cover AWS Organizations, GCP organizations, and Azure tenant root management groups, and they are available to Lighthouse AI.
+
+  `prowler_send_findings_to_jira` also gains Cloud-only dispatch capabilities: select failed findings by check IDs against the latest completed scan, and send them in grouped mode, one Jira work item per check listing up to 50 affected resources, with per-group error reporting.
+
+  Read more in the [Prowler MCP tools documentation](https://docs.prowler.com/getting-started/basic-usage/prowler-mcp-tools) and its [Jira operations reference](https://docs.prowler.com/getting-started/basic-usage/prowler-mcp-tools#jira-operations).
+
+  ### 🕸️ Attack Paths — Grouped Graph with Outcome Destinations
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  The Attack Paths graph now reads from source to destination. Resources of the same class collapse into a single expandable node with a count, clicking reveals its members, and every path terminates in an explicit outcome node naming the destination impact: code execution, privilege escalation, public exposure, or resource inventory. The per-account hub node is gone, and the clicked resource stays highlighted while its findings are expanded.
+
+  ![Attack Paths graph from the Internet to a public exposure outcome node](/images/changelog/v5.39.0-attack-paths-graph.png)
+
+  Explore the full Attack Paths query catalog at [Prowler Hub](https://hub.prowler.com/attack-paths).
+
+  Read more in the [Attack Paths documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-attack-paths).
+
+  ### 📚 New Compliance Framework — CMMC 2.0
+
+  The Cybersecurity Maturity Model Certification (CMMC) is the certification the US Department of Defense requires from contractors and suppliers that handle federal contract data. Prowler now includes CMMC 2.0 as a universal framework with all 149 requirements defined by the CMMC Program rule (32 CFR Part 170), organized in its three levels:
+
+  - **Level 1 (Foundational):** 15 requirements for the basic safeguarding of Federal Contract Information, from FAR 52.204-21.
+  - **Level 2 (Advanced):** 110 requirements from NIST SP 800-171 Rev 2, protecting Controlled Unclassified Information.
+  - **Level 3 (Expert):** 24 enhanced requirements from NIST SP 800-172 for the most sensitive programs.
+
+  Requirements map to Prowler checks across AWS, Azure, GCP, Alibaba Cloud, Oracle Cloud, and Microsoft 365, so one framework reports the compliance posture of the whole estate.
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔍 Checks
+
+  #### Microsoft 365
+
+  Twenty new Entra ID checks expand the coverage of CIS Microsoft 365 Foundations Benchmark v7.0.0:
+
+  - **Password protection:** custom banned password list, on-premises enforcement, and lockout threshold and duration.
+  - **Default user permissions:** security group and Microsoft 365 group creation restricted, and guest invitations limited to allowed domains.
+  - **Conditional Access:** high and medium sign-in risk blocked, authentication transfer blocked, untrusted locations blocked, trusted named locations defined, sign-in frequency enforced, and token protection enforced.
+  - **Sessions and authentication methods:** idle session timeout configured, email one-time passcodes disabled, and Microsoft Authenticator context shown.
+  - **PIM and access reviews:** approval required to activate the Global Administrator and Privileged Role Administrator roles, and access reviews configured for guest users and privileged roles.
+
+  Explore all Microsoft 365 checks at [Prowler Hub](https://hub.prowler.com/check?provider=m365).
+
+  #### AWS
+
+  Two new checks detect hardcoded secrets:
+
+  - `batch_job_definition_no_secrets` scans Batch job definition environment variables and command parameters. Thanks to @praneetrajv!
+  - `awslambda_layer_no_secrets_in_content` scans Lambda layer package content. Thanks to @ganiganesh25!
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  ### 🙌 External Contributors
+
+  Thank you to our community contributors for this release!
+
+  - @praneetrajv: AWS `batch_job_definition_no_secrets` check ([#12117](https://github.com/prowler-cloud/prowler/pull/12117))
+  - @ganiganesh25: AWS `awslambda_layer_no_secrets_in_content` check ([#12233](https://github.com/prowler-cloud/prowler/pull/12233))
+  - @andoniaf: GitHub `organization_repository_creation_limited` now reports low severity when repository creation is limited to private or internal visibility ([#12164](https://github.com/prowler-cloud/prowler/pull/12164))
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.39.0) for the complete list of changes.
+</Update>
+
 <Update label="v5.38.0" description="August 6, 2026">
  ### 📌 Compliance Watchlist

@@ -165,7 +621,7 @@ rss: true

  All checks are fully passive, using AWS APIs and CloudTrail with no instance access or SSM agent required, and are mapped across 23 compliance frameworks, including NIST 800-53 Rev 5, PCI-DSS v4.0, ISO 27001:2022, SOC 2, HIPAA, and MITRE ATT&CK.

-  Read more about it this [blog post](https://prowler.com/blog/your-llm-runs-in-a-nitro-enclave-who-is-checking-the-enclave).
+  Read more about it in this [blog post](https://prowler.com/blog/your-llm-runs-in-a-nitro-enclave-who-is-checking-the-enclave).

  Try them out now at [cloud.prowler.com](https://cloud.prowler.com/sign-up)!

@@ -57,7 +57,7 @@ The AWS provider implementation follows the general [Provider structure](/develo
 The generic service pattern is described in [service page](/developer-guide/services#service-structure-and-initialisation). You can find all the right now implemented services in the following locations:

 - Directly in the code, in location [`prowler/providers/aws/services/`](https://github.com/prowler-cloud/prowler/tree/master/prowler/providers/aws/services)
- In the [Prowler Hub](https://hub.prowler.com/). For a more human-readable view.
+- In the [Prowler Hub](https://hub.prowler.com/) for a more human-readable view.

 The best reference to understand how to implement a new service is following the [service implementation documentation](/developer-guide/services#adding-a-new-service) and taking other services already implemented as reference. In next subsection you can find a list of common patterns that are used across all AWS services.

@@ -131,7 +131,7 @@ def _get_email_identities(self, identity):
 The AWS checks pattern is described in [checks page](/developer-guide/checks). You can find all the right now implemented checks:

 - Directly in the code, within each service folder, each check has its own folder named after the name of the check. (e.g. [`prowler/providers/aws/services/s3/s3_bucket_acl_prohibited/`](https://github.com/prowler-cloud/prowler/tree/master/prowler/providers/aws/services/s3/s3_bucket_acl_prohibited))
- In the [Prowler Hub](https://hub.prowler.com/). For a more human-readable view.
+- In the [Prowler Hub](https://hub.prowler.com/) for a more human-readable view.

 The best reference to understand how to implement a new check is following the [check creation documentation](/developer-guide/checks#creating-a-check) and taking other similar checks as reference.

@@ -129,12 +129,42 @@ Each check **must** populate the `report.status` and `report.status_extended` fi
 - Status field: `report.status`
    - `PASS` – Assigned when the check confirms compliance with the configured value.
    - `FAIL` – Assigned when the check detects non-compliance with the configured value.
-    - `MANUAL` – This status must not be used unless manual verification is necessary to determine whether the status (`report.status`) passes (`PASS`) or fails (`FAIL`).
+    - `MANUAL` – This status must not be used unless manual verification is necessary to determine whether the status (`report.status`) passes (`PASS`) or fails (`FAIL`). This includes the case where Prowler could not retrieve the data needed to evaluate the resource (see below).

 - Status extended field: `report.status_extended`
    - It **must** end with a period (`.`).
    - It **must** include the audited service, the resource, and a concise explanation of the check result, for instance: `EC2 AMI ami-0123456789 is not public.`.

+### Permission and Data-Availability Errors Are Not Findings
+
+A `FAIL` must only be emitted when an insecure condition has actually been detected. A check **must never** report `FAIL` because the underlying API call failed: missing permissions or scopes on the scanning identity, an API that is not enabled, a feature that is not licensed, or data that could not be retrieved are scan-configuration problems, not security issues. Reporting them as `FAIL` surfaces a misleading (and often high-severity) finding to the user and skews compliance scores.
+
+When the service layer cannot obtain the data a check depends on, the check must:
+
+1. Emit a single `MANUAL` finding scoped to the widest affected resource (the tenant, account, project or subscription), not one finding per resource. For example, if user registration details cannot be read, emit one tenant-level `MANUAL` instead of one per user.
+2. Explain in `status_extended` that the check could not be evaluated and what to fix, naming the permission, scope, API or license required, for instance: `Cannot evaluate credential exposure for privileged users: unable to query Microsoft Defender XDR Advanced Hunting. Verify that the ThreatHunting.Read.All permission is granted to the scanning application.`
+3. Leave the check's severity untouched. Do not override `report.check_metadata.Severity` to hide the problem.
+
+The service layer must make the distinction possible: log the error and expose it to checks in a way that cannot be confused with a legitimate empty result. Common patterns already used in Prowler are:
+
+- Defaulting the attribute to `None` (data could not be read) instead of `[]`/`{}` (data was read and is empty), e.g. the `metric_filters is not None` guard in `prowler/providers/aws/services/cloudwatch/lib/metric_filters.py`.
+- Keeping an availability flag raised on any denied listing, e.g. `logs_client.metric_filters_unavailable` consumed by the AWS CloudWatch metric filter checks.
+- Keeping an error flag or message next to the data, e.g. `entra_client.user_registration_details_error` in M365 or `*_scan_errors` in AWS Bedrock.
+- Keeping a set of resources whose lookup failed, e.g. `accessapproval_client.settings_lookup_failed` in GCP.
+
+Make sure the error branch only captures real access errors. A `404`/not-found response frequently means the feature is simply not configured, which **is** a legitimate `FAIL`; a `403` or an unexpected exception is not. An "API not enabled" error is usually a scan-configuration problem too — **except** when the API's activation is itself the control being audited (e.g. GCP Access Approval: with `accessapproval.googleapis.com` disabled the feature provably cannot be enabled, so a definitive API-disabled state is a legitimate `FAIL`, while an undetermined state stays `MANUAL`).
+
+```python
+if <service>_client.<data> is None:
+    report = CheckReport<Provider>(metadata=self.metadata(), resource={})
+    report.resource_name = "<Tenant/Account-level resource>"
+    report.resource_id = "<stable-id>"
+    report.status = "MANUAL"
+    report.status_extended = "Cannot evaluate <requirement>: <data> could not be retrieved. Verify that <permission/API/license> is granted to the scanning identity."
+    findings.append(report)
+    return findings
+```
+
 ### Prowler's Check Severity Levels

 The severity of each check is defined in the metadata file using the `Severity` field. Severity values are always lowercase and must be one of the predefined categories below.
@@ -224,9 +254,9 @@ Each check **must** populate the report with a unique identifier for the audited
            - `resource_name`: Description of the configuration (e.g., "SharePoint Settings")
 - GitHub
    - Resource ID — `report.resource_id`.
-        - The ID of the Github resource. This is a system-generated integer that uniquely identifies the resource within the Github platform.
+        - The ID of the GitHub resource. This is a system-generated integer that uniquely identifies the resource within the GitHub platform.
    - Resource Name — `report.resource_name`.
-        - The name of the Github resource. In the case of a repository, this is just the repository name. For full repository names use the resource `full_name`.
+        - The name of the GitHub resource. In the case of a repository, this is just the repository name. For full repository names use the resource `full_name`.

 ### Configurable Checks in Prowler

@@ -437,6 +467,7 @@ The metadata structure is enforced in code using a Pydantic model. For reference
 - Use clear, actionable, and user-friendly language in `status_extended` to explain the result. Always provide information to identify the resource.
 - Use helper functions/utilities for repeated logic to avoid code duplication. Save them in the `lib` folder of the service.
 - Handle exceptions gracefully: catch errors per resource, log them, and continue processing other resources.
+- Never report `FAIL` because data could not be retrieved (missing permissions, API not enabled, feature not licensed). Emit a single `MANUAL` finding explaining what is required instead; see [Permission and Data-Availability Errors Are Not Findings](#permission-and-data-availability-errors-are-not-findings).
 - Document the check with a class and function level docstring explaining what it does, what it checks, and any caveats or provider-specific behaviors.
 - Use type hints for the `execute()` method (e.g., `-> list[CheckReport<Provider>]`) for clarity and static analysis.
 - Ensure checks are efficient; avoid excessive nested loops. If the complexity is high, consider refactoring the check.
@@ -154,6 +154,8 @@ Only fields with a numeric range, a fixed value set, or a length cap are listed.
 | `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 |
+| `inspector2_max_days_since_last_scan` | `1..90` days | |
+| `inspector2_active_finding_max_age_days` | `1..365` days | Default `192` matches the FedRAMP 20x rule that marks vulnerabilities still open after 192 days as accepted |
 | `shodan_api_key` | ≤512 chars | |

 ### Azure
@@ -10,7 +10,7 @@ Visual Studio Code (also referred to as VSCode) provides an integrated debugger

 ### Debugging Configuration Example

-The following file is an example of a [debugging configuration](https://code.visualstudio.com/docs/editor/debugging#_launch-configurations) file for [Virtual Studio Code](https://code.visualstudio.com/).
+The following file is an example of a [debugging configuration](https://code.visualstudio.com/docs/editor/debugging#_launch-configurations) file for [Visual Studio Code](https://code.visualstudio.com/).

 This file must be placed inside the *.vscode* directory and named *launch.json*:

@@ -50,7 +50,7 @@ When adding or maintaining E2E tests for Prowler Local Server, follow these guid
     ```

 5. **Tag and document scenarios**
-   - Follow the existing naming convention for suites and test cases (for example, `SCANS-E2E-001`, `PROVIDER-E2E-003`) and use tags such as `@e2e`, `@serial` and feature tags (for example, `@providers`, `@scans`,`@aws`) to filter and organize tests.
+   - Follow the existing naming convention for suites and test cases (for example, `SCANS-E2E-001`, `PROVIDER-E2E-003`) and use tags such as `@e2e`, `@serial` and feature tags (for example, `@providers`, `@scans`, `@aws`) to filter and organize tests.

   **Example:**
     ```typescript
@@ -71,7 +71,7 @@ When adding or maintaining E2E tests for Prowler Local Server, follow these guid
       }
     );
     ```
-   -  Document each one in the Markdown files under `ui/tests`, including **Priority**, **Tags**, **Description**, **Preconditions**, **Flow steps**, **Expected results**,**Key verification points** and **Notes**.
+   -  Document each one in the Markdown files under `ui/tests`, including **Priority**, **Tags**, **Description**, **Preconditions**, **Flow steps**, **Expected results**, **Key verification points** and **Notes**.

   **Example**
   ```Markdown
@@ -256,7 +256,7 @@ To execute E2E tests for Prowler Local Server:
   pnpm run test:e2e
   ```

-   This command runs Playwright with the configured projects
+   This command runs Playwright with the configured projects.

 2. **Run E2E tests with the Playwright UI runner**

@@ -40,6 +40,17 @@ The former build-time variables map to the new runtime variables as follows:

 `UI_CLOUD_ENABLED` is a plain runtime boolean flag that enables Prowler Cloud behavior when set to the exact string `"true"` and defaults to off; unlike the other renamed variables it has no legacy fallback, so `NEXT_PUBLIC_IS_CLOUD_ENV` is no longer read.

+`UI_SELF_REGISTRATION_ENABLED` is a runtime opt-out flag that Prowler Local Server reads only when `UI_CLOUD_ENABLED` is `"true"`. It defaults to on and turns off when set to `"false"`, matched case-insensitively so the same value can be shared with a backend setting written `False`. When it is off, the sign-up page only opens with an invitation token, the sign-in page drops its "Sign up" link, and the profile hides "Create organization"; invited users can still complete their registration. Outside a Prowler Cloud deployment the flag is ignored and account creation stays open.
+## Registry UI Rollout and Rollback
+
+`UI_REGISTRY_ENABLED` is an optional runtime flag for Prowler Cloud and Private Cloud. Registry is eligible only when both `UI_CLOUD_ENABLED` and `UI_REGISTRY_ENABLED` are the exact string `"true"` and the current user has the backend-authorized `manage_registry` permission. Unset, `"false"`, or malformed values fail closed. The flag defaults to off and is not a replacement for backend authorization. Registry access is independent of billing; Private Cloud can use it with `CLOUD_BILLING_ENABLED=false`.
+
+Roll out Registry only after the Registry backend dependency is deployed, intended roles have `manage_registry`, and acceptance with real credentials has exercised installation, provider account creation, credentials, connection, and scan launch. Deploy the UI with `UI_REGISTRY_ENABLED` unset or `"false"`; set it to `"true"` only in the prepared process environment, then restart or otherwise apply the environment update required by the platform. A Registry key must belong to the configured Registry environment; a production key does not authenticate against a development Registry.
+
+The catalog displays all artifacts, including built-ins and packages containing only checks or compliance frameworks. Only external provider artifacts support Add. After confirmed installation, open Providers and select the option labeled Registry to configure an account. Creating accounts and running scans also require the corresponding provider and scan permissions. Removing an artifact keeps existing provider accounts, but future connections or scans can fail until the artifact is installed again.
+
+To roll back, set `UI_REGISTRY_ENABLED=false` or remove it and apply the environment update. Proxy, page, and action checks deny on their next request. Navigation refreshes from server-authorized access when the page is requested again. Rollback does not delete Registry credentials, tenant artifact records, or provider accounts.
+
 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 Prowler Local Server's runtime configuration.

 ## Enabling Third-Party Integrations
@@ -120,14 +120,14 @@ class NewFeatureTools(BaseTool):

        Returns complete feature details including configuration and metadata.
        """
-        try:
-            response = await self.api_client.get(f"/api/v1/features/{feature_id}")
-            return DetailedFeature.from_api_response(response["data"]).model_dump()
-        except Exception as e:
-            self.logger.error(f"Failed to get feature {feature_id}: {e}")
-            return {"error": str(e), "status": "failed"}
+        response = await self.api_client.get(f"/api/v1/features/{feature_id}")
+        return DetailedFeature.from_api_response(response["data"]).model_dump()
 ```

+There is no `try`/`except` here on purpose. A failed request raises, and
+[Error Handling](#error-handling) explains what turns that raise into a message
+the agent can act on.
+
 ### Step 2: Create the Models

 Create corresponding models in `prowler_app/models/`:
@@ -369,18 +369,62 @@ async def search_items(self, status: str = Field(...)) -> dict:

 ### Error Handling

-Return structured error responses instead of raising exceptions:
+**Raise, never return.** A returned `{"error": ...}` dict is reported to the
+client as `isError: false` -- a *successful* tool call whose payload happens to
+mention a failure. Clients and models read that as success. A raised exception
+becomes a spec-correct tool execution error instead.
+
+The common case therefore needs no handler at all:

 ```python
 async def get_item(self, item_id: str) -> dict:
-    try:
-        response = await self.api_client.get(f"/api/v1/items/{item_id}")
-        return DetailedItem.from_api_response(response["data"]).model_dump()
-    except Exception as e:
-        self.logger.error(f"Failed to get item {item_id}: {e}")
-        return {"error": str(e), "status": "failed"}
+    response = await self.api_client.get(f"/api/v1/items/{item_id}")
+    return DetailedItem.from_api_response(response["data"]).model_dump()
 ```

+`prowler_mcp_server/lib/errors.py` classifies the failures every tool shares --
+a rejected credential, a missing permission, a rate limit, an outage, an
+unreachable API, a bad argument -- and gives each one a message that says what
+went wrong and what to do about it. Anything it does not recognise is masked,
+because `mask_error_details=True` is set on every sub-server and upstream
+response bodies must never be replayed into a model's context.
+
+Three ways to raise, in the order to reach for them:
+
+```python
+from fastmcp.exceptions import ToolError
+
+from prowler_mcp_server.lib.errors import InvalidArgument
+
+# 1. An argument this server rejected before any request went out. The message
+#    is repeated to the agent verbatim, so write it for one to read.
+if not 1 <= page_size <= 1000:
+    raise InvalidArgument("page_size must be between 1 and 1000.")
+
+# 2. A request the API answered or never answered: let it propagate untouched.
+#    `ProwlerAPIError` and `ProwlerAPIUnreachable` are what the classifier keys
+#    on, and the second one is what stops a retry from duplicating a write.
+response = await self.api_client.get(f"/api/v1/items/{item_id}")
+data = response["data"]
+
+# 3. A sentence the classifier cannot know -- a resource name, a precondition,
+#    the next tool to call. NOTE the absent `from` clause: it is what marks the
+#    message as already final. With `from e` the classifier would replace it.
+if not data:
+    raise ToolError(
+        f"No item with the ID {item_id!r} exists. Use prowler_list_items to "
+        "find a valid one."
+    )
+```
+
+The one thing that still *returns* rather than raises is a write whose outcome is
+genuinely unknown. `prowler_send_findings_to_jira` is the worked example: work
+items are created one at a time and Prowler cannot delete them, so a dispatch
+that stopped halfway answers with a result object carrying
+`safe_to_retry: false`. "This may have been applied" is a fact about the world,
+not an error, and squashing it into one loses the only thing that stops a retry
+from duplicating the write.
+
 ### Parameter Descriptions

 Use Pydantic `Field()` with clear descriptions. This also helps LLMs understand
@@ -25,7 +25,7 @@ For providers supported by Prowler, refer to [Prowler Hub](https://hub.prowler.c

 Prowler supports several types of providers, each with its own implementation pattern and use case. Understanding these differences is key to designing your provider correctly.

-### Classifying your Provider
+### Classifying Your Provider

 Before implementing a new provider, you need to determine which type it belongs to. This classification will guide your implementation approach and help you choose the right patterns and libraries.

@@ -107,7 +107,7 @@ Once you have decided the provider you want or need to add to Prowler, the next
 - **SDK Providers**: Low complexity. You have mature examples like AWS, Azure, GCP, Kubernetes, etc. that you can leverage to implement your provider.
 - **API Providers**: Medium complexity. You need to implement the authentication and session management, and the API calls to the provider. You now have NHN and MongoDB Atlas as example to follow.
 - **Tool/Wrapper Providers**: High complexity. You need to implement the argument/output mapping to the provider and handle problems that the tool/wrapper may have. You now have IAC and the PowerShell wrapper as example to follow.
- **Hybrid Providers**: High complexity. You need to "customize" your provider, mixing the other types of providers in order to achieve the desired result. You have M365 (msgraph SDK + PowerShell wrapper) and Github (PyGithub SDK + graphql API requests) as examples.
+- **Hybrid Providers**: High complexity. You need to "customize" your provider, mixing the other types of providers to achieve the desired result. You have M365 (msgraph SDK + PowerShell wrapper) and GitHub (PyGithub SDK + graphql API requests) as examples.

 ### Determining Regional vs Non-Regional Architecture

@@ -814,7 +814,7 @@ class YourProviderMutelist(Mutelist):
 Region management is essential for cloud providers that operate across multiple geographic locations. This component handles region validation and provides region-specific functionality.

 <Note>
-Regions are optional, only if the provider has regions, for example Github does not have regions, but AWS does.
+Regions are optional, only if the provider has regions, for example GitHub does not have regions, but AWS does.
 </Note>

 **File:** `prowler/providers/<provider_name>/lib/regions/<provider_name>_regions.py`
@@ -1090,7 +1090,7 @@ Main registration makes your provider discoverable by Prowler's core system. It'
                cis.batch_write_data_to_file()
 ```

-#### Step 11: Register in the list of providers
+#### Step 11: Register in the List of Providers

 **Explanation:**
 This is needed to be able to use the provider in the generic checks. The provider must be registered in the `init_global_provider` method to handle CLI arguments and initialization.
@@ -1773,7 +1773,7 @@ The implementation of the mutelist is the same as the [SDK providers](#step-5-im
 Region management is essential for cloud providers that operate across multiple geographic locations. This component handles region validation and provides region-specific functionality.

 <Note>
-Regions are optional, only if the provider has regions, for example Github does not have regions, but AWS does.
+Regions are optional, only if the provider has regions, for example GitHub does not have regions, but AWS does.
 </Note>

 **File:** `prowler/providers/<provider_name>/lib/regions/<provider_name>_regions.py`
@@ -1966,7 +1966,7 @@ Main registration makes your provider discoverable by Prowler's core system. It'

 This step is the same as the [SDK providers](#step-10-register-in-main).

-#### Step 11: Register in the list of providers
+#### Step 11: Register in the List of Providers

 **Explanation:**
 This is needed to be able to use the provider in the generic checks. The provider must be registered in the `init_global_provider` method to handle CLI arguments and initialization.
@@ -2648,7 +2648,7 @@ Main registration makes your provider discoverable by Prowler's core system. It'

 This step is the same as the [SDK providers](#step-10-register-in-main).

-#### Step 7: Register in the list of providers
+#### Step 7: Register in the List of Providers

 **Explanation:**
 This is needed to be able to use the provider in the generic checks. The provider must be registered in the `init_global_provider` method to handle CLI arguments and initialization.
@@ -2808,7 +2808,7 @@ def validate_your_provider_uid(value):
 **Provider Model:**
 The `Provider` model already exists and supports all provider types. Ensure your provider type is included in the choices.

-### 2.2. Add the provider to the Provider Choices
+### 2.2. Add the Provider to the Provider Choices

 Update the `return_prowler_provider` function to include your provider. This function is crucial for the API to instantiate the correct provider class.

@@ -3209,7 +3209,7 @@ class YourProviderAPITestCase(APITestCase):
        self.assertEqual(response.status_code, 201)
 ```

-#### 2.6.1. Add your mocked provider to the tests
+#### 2.6.1. Add Your Mocked Provider to the Tests

 If needed, add a named provider fixture or extend the provider factory defaults so tests can request only the provider they need.

@@ -3272,7 +3272,7 @@ Your provider will be available through these endpoints:
 - `DELETE /api/v1/providers/{id}/` - Delete provider
 - `POST /api/v1/providers/secrets/` - Add provider credentials

-### 2.9. Update the provider if needed
+### 2.9. Update the Provider If Needed

 Depending on your provider's authentication requirements, you may need to add new authentication methods that are compatible with the API. This involves updating the provider class to support additional credential types beyond the basic ones.

@@ -18,7 +18,7 @@ A compliance framework must represent the **complete state** of the source catal
 Requirement coverage feeds the compliance percentage calculations and the metadata surfaces (dashboards, widgets, exports). Missing requirements skew those metrics and break the report as a faithful snapshot of the framework.
 </Warning>

-### Two supported schemas
+### Two Supported Schemas

 | Schema | When to use | File location | Discovered as |
 | --- | --- | --- | --- |
@@ -45,7 +45,7 @@ Before adding a new framework, complete the following checks:

 ## Universal Compliance Framework

-### Where the file lives
+### Where the File Lives

 Place the file at the top level of the compliance directory:

@@ -57,7 +57,7 @@ Examples in the repository: `prowler/compliance/csa_ccm_4.0.json`, `prowler/comp

 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
+### Top-Level Structure

 ```json
 {
@@ -198,7 +198,7 @@ Per requirement:

 For MITRE-style frameworks, additional optional fields are available on the requirement: `tactics`, `sub_techniques`, `platforms`, `technique_url` (these are populated automatically when adapting a legacy MITRE JSON to the universal model).

-### Multi-provider frameworks
+### Multi-Provider Frameworks

 A single universal file can cover any number of providers. The framework appears under each provider's `--list-compliance` output as long as **at least one** requirement has that provider key in its `checks` dict.

@@ -226,7 +226,7 @@ The legacy schema spans **four layers** — a complete contribution must touch e

 The universal schema collapses Layers 3 and 4 into declarative configuration inside the JSON — that is the main reason it is preferred for new contributions.

-### Directory structure and file naming
+### Directory Structure and File Naming

 Compliance frameworks live at:

@@ -259,7 +259,7 @@ prowler/lib/outputs/compliance/<framework>/
 └── __init__.py
 ```

-### JSON schema reference
+### JSON Schema Reference

 Every legacy compliance file is a JSON document with the following top-level keys. `Framework`, `Name` and `Provider` are validated non-empty by the root validator `framework_and_provider_must_not_be_empty` (`compliance_models.py`).

@@ -362,7 +362,7 @@ For the remaining attribute classes (`AWS_Well_Architected_Requirement_Attribute
 The `Attributes` field is a Pydantic `Union`. The generic attribute model **must** remain the last element of that Union — otherwise Pydantic v1 silently coerces every framework into the generic shape and your specialized fields are dropped. Adding a brand-new attribute shape requires inserting the Pydantic class **before** `Generic_Compliance_Requirement_Attribute`.
 </Note>

-#### Minimal working example
+#### Minimal Working Example

 The following snippet is a complete, valid framework file named `my_framework_1.0_aws.json`, saved at `prowler/compliance/aws/my_framework_1.0_aws.json`. It uses the generic attribute shape for simplicity.

@@ -408,7 +408,7 @@ The following snippet is a complete, valid framework file named `my_framework_1.
 }
 ```

-### Mapping checks to requirements
+### Mapping Checks to Requirements

 Each requirement links to the Prowler checks that, together, produce a PASS or FAIL verdict for that control.

@@ -425,7 +425,7 @@ To discover available checks:
 uv run python prowler-cli.py <provider> --list-checks
 ```

-### Supporting multiple providers (legacy)
+### Supporting Multiple Providers (Legacy)

 The legacy schema binds each file to a single provider. To cover several providers with the same framework, ship one JSON file per provider:

@@ -439,7 +439,7 @@ Keep the `Framework` and `Version` values identical across the files so the disp

 For a brand-new framework that spans several providers, **prefer the universal schema** — it covers every provider from a single file. If you must use the legacy schema, add one transformer per provider in `prowler/lib/outputs/compliance/<framework>/` and extend the summary-table dispatcher accordingly. See [Output Formatter](#output-formatter).

-### Output formatter
+### Output Formatter

 Legacy frameworks render in two forms: a detailed CSV report written to disk, and a summary table printed in the CLI. Both are produced by the output formatter package for the framework. Universal frameworks do **not** need a Python output formatter — the `outputs` config inside the JSON drives rendering — so this section applies only to the legacy schema.

@@ -453,19 +453,19 @@ prowler/lib/outputs/compliance/my_framework/
 └── models.py                  # CSV row Pydantic model
 ```

-#### Step 1 — Define the CSV row model
+#### Step 1 — Define the CSV Row Model

 In `models.py`, declare a Pydantic v1 model with one field per CSV column. Use existing models such as `AWSCISModel` in `prowler/lib/outputs/compliance/cis/models.py` as the reference. Fields typically include `Provider`, `Description`, `AccountId`, `Region`, `AssessmentDate`, `Requirements_Id`, `Requirements_Description`, one `Requirements_Attributes_*` field per attribute key, plus the finding fields `Status`, `StatusExtended`, `ResourceId`, `ResourceName`, `CheckId`, `Muted`, `Framework`, `Name`.

-#### Step 2 — Implement the transformer
+#### Step 2 — Implement the Transformer

 In `my_framework_aws.py`, subclass `ComplianceOutput` from `prowler.lib.outputs.compliance.compliance_output` and implement `transform(findings, compliance, compliance_name)`. Iterate over `findings`, match each finding to the requirements it satisfies through `finding.compliance.get(compliance_name, [])`, and append one row per attribute to `self._data`.

-#### Step 3 — Add the summary-table dispatcher
+#### Step 3 — Add the Summary-Table Dispatcher

 In `my_framework.py`, implement `get_my_framework_table(findings, bulk_checks_metadata, compliance_framework, output_filename, output_directory, compliance_overview)` following the pattern in `prowler/lib/outputs/compliance/cis/cis.py`.

-#### Step 4 — Register the framework in the dispatchers
+#### Step 4 — Register the Framework in the Dispatchers

 - Add the dispatcher call in `prowler/lib/outputs/compliance/compliance.py`, inside `display_compliance_table`, with a branch such as `elif "my_framework" in compliance_framework:`.
 - Register the CSV model and transformer in `prowler/lib/outputs/compliance/compliance_output.py` so the CSV file is emitted during the scan.
@@ -474,7 +474,7 @@ In `my_framework.py`, implement `get_my_framework_table(findings, bulk_checks_me
 For NIST-style catalogs that use `Generic_Compliance_Requirement_Attribute`, no custom formatter is needed. The generic formatter in `prowler/lib/outputs/compliance/generic/` handles them automatically, provided the JSON validates against the generic attribute schema.
 </Note>

-### Legacy-to-universal adapter
+### Legacy-to-Universal Adapter

 At load time, every legacy file is transparently adapted to a `ComplianceFramework` via `adapt_legacy_to_universal()` (`compliance_models.py`), which: (a) flattens the first element of `Attributes` into a flat `attributes` dict, (b) wraps `Checks` as `{provider_lower: [...]}`, (c) infers `attributes_metadata` from the matched Pydantic class via `_infer_attribute_metadata()`. The rest of Prowler (CSV/OCSF/PDF output, CLI table) then treats both formats identically.

@@ -497,7 +497,7 @@ Configuration guardrails close that gap. A requirement declares the configuratio
 Guardrails are an **optional** safety net for configurable checks. A requirement that maps only to non-configurable checks does not need them. When the field is absent, behavior is unchanged.
 </Note>

-### Where guardrails are declared
+### Where Guardrails Are Declared

 The field is attached to each requirement and exists in both schemas:

@@ -506,7 +506,7 @@ The field is attached to each requirement and exists in both schemas:

 When a legacy file is adapted to the universal model, `adapt_legacy_to_universal()` copies `ConfigRequirements` into `config_requirements` (`compliance_models.py`), so downstream code only ever reads one shape.

-### Constraint schema
+### Constraint Schema

 Each entry in the list is a single constraint with the following fields:

@@ -533,7 +533,7 @@ Each entry in the list is a single constraint with the following fields:
 `subset` / `superset` require both the applied value and `Value` to be lists; any other type is treated as not satisfied. For `eq` against a boolean, declare `Value` as a JSON boolean (`false`, not `0`) — the model keeps booleans distinct from integers.
 </Note>

-### How guardrails are evaluated
+### How Guardrails Are Evaluated

 All evaluation lives in one shared module, `prowler/lib/check/compliance_config_eval.py`, consumed by every compliance output (CSV, OCSF, and the CLI tables) and reused by the Prowler API backend so the rule is defined exactly once.

@@ -547,7 +547,7 @@ All evaluation lives in one shared module, `prowler/lib/check/compliance_config_
 Guardrails only ever make a result **stricter** (they can turn PASS into FAIL); they never relax a real FAIL into PASS. A requirement with no constraints, or whose keys all use defaults, is reported exactly as before.
 </Warning>

-### Example: legacy framework
+### Example: Legacy Framework

 From `prowler/compliance/aws/cis_6.0_aws.json`, requirement 2.11 declares two guardrails — one per configurable check it maps to:

@@ -590,7 +590,7 @@ A boolean guardrail from the same file: requirement 2.5 (IAM Access Analyzer) on
 ]
 ```

-### Example: universal framework
+### Example: Universal Framework

 The universal schema uses the lowercase `config_requirements` key with the identical object shape:

@@ -616,7 +616,7 @@ The universal schema uses the lowercase `config_requirements` key with the ident

 Each constraint declares the `Provider` it targets so the guardrail is only evaluated on scans of that provider — essential for universal frameworks like CSA CCM and DORA, where one requirement maps checks across `aws`, `azure`, `gcp` and more. Because the operator is `subset`, adding `"TLS 1.0"` to `recommended_minimal_tls_versions` widens the allowlist beyond `["TLS 1.2", "TLS 1.3"]` and the requirement is forced to FAIL.

-### What the user sees
+### What the User Sees

 With a loosened config, the affected requirement's findings report:

@@ -630,7 +630,7 @@ StatusExtended: Configuration not valid for this requirement. The check

 The same `Configuration not valid for this requirement.` message appears identically across the CSV, OCSF, and console-table outputs.

-### Authoring guidelines
+### Authoring Guidelines

 - Declare a guardrail only for keys whose value actually changes whether the requirement is met. Most configurable checks do not need one.
 - Set `Value` to the **strictest** configuration the control tolerates — the same number the control text cites (CIS 45 days, NIST ≤90, and so on).
@@ -639,7 +639,7 @@ The same `Configuration not valid for this requirement.` message appears identic
 - Pick the operator from the value's role: a max threshold is `lte`, a min threshold is `gte`, a toggle is `eq`, an allowlist is `subset`, a denylist is `superset`.
 - An unrecognized operator does **not** block the requirement — a malformed constraint is treated as satisfied rather than failing the whole framework. Validate your JSON with the tests below.

-### Testing guardrails
+### Testing Guardrails

 The shared evaluator and the per-output integration are covered by:

@@ -670,7 +670,7 @@ Prowler matches frameworks by concatenating `Framework` and `Version`. A missing

 Before opening a PR, validate the JSON loads cleanly against the model and that every referenced check actually exists.

-### 1. Schema validation
+### 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_2022_2554.json` that key is `dora_2022_2554`, for `prowler/compliance/aws/cis_5.0_aws.json` it is `cis_5.0_aws`.

@@ -688,7 +688,7 @@ bulk = get_bulk_compliance_frameworks_universal("aws")
 assert "<your_framework_filename_without_json>" in bulk
 ```

-### 2. Check existence cross-check
+### 2. Check Existence Cross-Check

 There is **no automatic check-existence validation** at load time. Cross-check that every check name in your framework maps to a real check directory:

@@ -708,7 +708,7 @@ missing = referenced - real
 assert not missing, f"checks referenced in framework but not found in repo: {sorted(missing)}"
 ```

-### 3. CLI smoke test
+### 3. CLI Smoke Test

 ```bash
 uv run python prowler-cli.py <provider> --list-compliance
@@ -728,7 +728,7 @@ Verify that:
 - The CLI summary table lists every section / pillar of the framework.
 - Findings roll up under the expected requirements.

-### 4. Inspect the CSV output
+### 4. Inspect the CSV Output

 Open the generated CSV and confirm:

@@ -12,7 +12,7 @@ This guide explains how to add a **Server-Sent Events (SSE)** endpoint to the Pr
 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
+## When to Use SSE

 | Need | Use |
 |------|-----|
@@ -22,7 +22,7 @@ The platform ships the SSE **infrastructure** (`api.sse`) and wiring. No feature

 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
+## 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/`:

@@ -34,11 +34,11 @@ SSE is wired through [`django-eventstream`](https://github.com/fanout/django_eve
 | `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
+### 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
+### The Data Flow

 ```
 publisher (Celery task / view)             subscriber (browser, CLI)
@@ -53,7 +53,7 @@ publisher (Celery task / view)             subscriber (browser, CLI)

 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
+## 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.

@@ -161,7 +161,7 @@ publish_end(channel, scan_id=str(scan.id))

 </Steps>

-## Event naming convention
+## 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.

@@ -197,7 +197,7 @@ curl -N -H "Authorization: Bearer $JWT" \
  https://<host>/api/v1/scans/$SCAN_ID/event-stream
 ```

-## Tenant isolation & security model
+## Tenant Isolation & Security Model

 Authorization is enforced at two layers:

@@ -206,7 +206,7 @@ Authorization is enforced at two layers:

 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
+## 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:

@@ -215,7 +215,7 @@ The platform deliberately ships **without server-side replay** (`is_channel_reli

 Design your event payloads accordingly: deltas are ephemeral and concatenated in-flight; the durable truth always lives behind a REST resource.

-## Local development
+## 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.
@@ -537,7 +537,7 @@ This architecture allows Prowler to efficiently scan AWS accounts with resources

 ## Best Practices

- When available in the provider, use threading or parallelization utilities for all methods that can be parallelized by to maximize performance and reduce scan time.
+- When available in the provider, use threading or parallelization utilities for all methods that can be parallelized to maximize performance and reduce scan time.
 - Define a Pydantic `BaseModel` for every resource you manage, and use these models for all resource data handling.
 - Log every major step (start, success, error) in resource discovery and attribute collection for traceability and debugging; include as much context as possible.
 - Catch and log all exceptions, providing detailed context (region, subscription, resource, error type, line number) to aid troubleshooting.
@@ -154,7 +154,7 @@ Failing to update this table when adding cross-service dependencies may result i
 For AWS provider, different testing approaches apply based on API coverage based on several criteria.

 <Note>
-Prowler leverages and contributes to the[Moto](https://github.com/getmoto/moto) library for mocking AWS infrastructure in tests.
+Prowler leverages and contributes to the [Moto](https://github.com/getmoto/moto) library for mocking AWS infrastructure in tests.

 </Note>
 - AWS API Calls Covered by [Moto](https://github.com/getmoto/moto):
@@ -408,7 +408,7 @@ In all above scenarios, check execution must occur within the context of mocked

 When a service requires API calls that are partially covered by the Moto decorator, additional mocking is necessary. In such cases, custom mocked API calls must be implemented alongside Moto to ensure full coverage.

-To achieve this, mock the `botocore.client.BaseClient._make_api_call` function—the method responsible for making actual API requests to AWS—using `mock.patch <https://docs.python.org/3/library/unittest.mock.html#patch>`:
+To achieve this, mock the `botocore.client.BaseClient._make_api_call` function—the method responsible for making actual API requests to AWS—using [`mock.patch`](https://docs.python.org/3/library/unittest.mock.html#patch):

 ```python

@@ -475,7 +475,7 @@ However, if additional `moto` decorators are applied alongside the patch, Moto w

 </Note>
 <Note>
-The source of the above implementation can be found here:[Patch Other Services with Moto](https://docs.getmoto.org/en/latest/docs/services/patching\_other\_services.html)
+The source of the above implementation can be found here: [Patch Other Services with Moto](https://docs.getmoto.org/en/latest/docs/services/patching_other_services.html)

 </Note>
 #### Mocking Several Services
@@ -525,7 +525,7 @@ with mock.patch(
 ):
 ```

-As demonstrated in the code above, mocking both the AWS audit information and all utilized services is mandatory for proper test execution.
+As demonstrated in the code above, mocking both the AWS audit information and all used services is mandatory for proper test execution.

 #### Patching vs. Importing

@@ -603,7 +603,7 @@ with mock.patch(

 will cause that the service is initialized only once—at the moment of mocking out `set_mocked_aws_provider([<region>])` using `mock.patch`.

-Later, when Python attempts to import the client at the check level, the execution continues using`from prowler.providers.<provider>.services.<service>.<service>_client`. As a result of it being already mocked out, the execution will continue using `service_client` without getting into `<service>_client.py`.
+Later, when Python attempts to import the client at the check level, the execution continues using `from prowler.providers.<provider>.services.<service>.<service>_client`. As a result of it being already mocked out, the execution will continue using `service_client` without getting into `<service>_client.py`.

 ### Testing AWS Services

@@ -182,7 +182,8 @@
                "pages": [
                  "user-guide/tutorials/prowler-app-s3-integration",
                  "user-guide/tutorials/prowler-app-security-hub-integration",
-                  "user-guide/tutorials/prowler-app-jira-integration"
+                  "user-guide/tutorials/prowler-app-jira-integration",
+                  "user-guide/tutorials/prowler-app-slack-integration"
                ]
              },
              {
@@ -301,6 +302,15 @@
          {
            "group": "Providers",
            "pages": [
+              {
+                "group": "Organizations",
+                "pages": [
+                  "user-guide/organizations",
+                  "user-guide/providers/aws/organizations",
+                  "user-guide/providers/gcp/organization",
+                  "user-guide/providers/azure/management-groups"
+                ]
+              },
              {
                "group": "Alibaba Cloud",
                "pages": [
@@ -330,6 +340,7 @@
                  "user-guide/providers/azure/getting-started-azure",
                  "user-guide/providers/azure/authentication",
                  "user-guide/providers/azure/use-non-default-cloud",
+                  "user-guide/providers/azure/management-groups",
                  "user-guide/providers/azure/subscriptions",
                  "user-guide/providers/azure/resource-groups",
                  "user-guide/providers/azure/create-prowler-service-principal"
@@ -2,9 +2,11 @@
 title: 'Basic Usage'
 ---

+import { VersionBadge } from "/snippets/version-badge.mdx"
+
 ## Running Prowler

-Running Prowler requires specifying the provider (e.g `aws`, `gcp`, `azure`, `kubernetes`, `m365`, `github`, `iac` or `mongodbatlas`):
+Running Prowler requires specifying the provider (e.g. `aws`, `gcp`, `azure`, `kubernetes`, `m365`, `github`, `iac` or `mongodbatlas`):

 <Note>
 If no provider is specified, AWS is used by default for backward compatibility with Prowler v2.
@@ -91,6 +93,18 @@ By default, `prowler` will scan all AWS regions.
 </Note>
 See more details about AWS Authentication in the [Authentication Section](/user-guide/providers/aws/authentication) section.

+- **AWS Retrier and Timeout Configuration**
+
+    <VersionBadge version="5.42.0" />
+
+    Tune the Boto3 standard retrier and the endpoint timeouts when AWS throttles the scan or when some endpoints are unreachable from the network Prowler runs in:
+
+    ```console
+    prowler aws --aws-retries-max-attempts 5 --aws-connect-timeout 5 --aws-read-timeout 30
+    ```
+
+    See the [Boto3 configuration](/user-guide/providers/aws/boto3-configuration) page for defaults and environment variables.
+
 ## Azure

 Azure requires specifying the auth method:
@@ -22,7 +22,7 @@ Google Cloud Security Command Center (Cloud SCC) is a centralized security and r

 - **GCP-Centric:** While Cloud SCC is powerful within the GCP ecosystem, it is primarily focused on GCP and does not natively extend to multi-cloud environments without additional tools or connectors.

- **Cost Considerations:** As a managed service within GCP, costs can scale with the amount of data ingested and the complexity of the environment, especially as additional features or higher volumes of data are utilized.
+- **Cost Considerations:** As a managed service within GCP, costs can scale with the amount of data ingested and the complexity of the environment, especially as additional features or higher volumes of data are used.

 - **Dependency on GCP Services:** Cloud SCC's capabilities depend on other GCP services being enabled, such as Security Health Analytics and Web Security Scanner, which may increase overall complexity and cost.

@@ -128,12 +128,12 @@ To update the environment file:
 Edit the `.env` file and change version values:

 ```env
-PROWLER_UI_VERSION="5.38.0"
-PROWLER_API_VERSION="5.38.0"
+PROWLER_UI_VERSION="5.43.0"
+PROWLER_API_VERSION="5.43.0"
 ```

 <Note>
-  You can find the latest versions of Prowler Local Server in the [Releases Github section](https://github.com/prowler-cloud/prowler/releases) or in the [Container Versions](#container-versions) section of this documentation.
+  You can find the latest versions of Prowler Local Server in the [Releases GitHub section](https://github.com/prowler-cloud/prowler/releases) or in the [Container Versions](#container-versions) section of this documentation.
 </Note>


@@ -45,7 +45,7 @@ To install Prowler as a Python package, use `Python >= 3.10, <= 3.13`. Prowler i
    _Requirements_:

    * Have `docker` installed: https://docs.docker.com/get-docker/.
-    * In the command below, change `-v` to your local directory path in order to access the reports.
+    * In the command below, change `-v` to your local directory path to access the reports.
    * AWS, GCP, Azure and/or Kubernetes credentials

    _Commands_:
@@ -161,7 +161,7 @@ The Prowler MCP Server enables powerful workflows through AI assistants:
 - "What authentication methods does Prowler support for Azure?"
 - "How can I contribute with a new security check to Prowler?"

-### Example: Creating a custom dashboard with Prowler extracted data
+### Example: Creating a Custom Dashboard with Prowler Extracted Data

 In the next example you can see how to create a dashboard using Prowler MCP Server and Claude Desktop.

--- a/Show More
+++ b/Show More
				`@@ -0,0 +1 @@`
				`Adds a periodic sweep that drops orphaned Attack Paths temp Neo4j scan databases left behind when a worker or Neo4j crashes mid-scan, before they accumulate unbounded`
				`@@ -0,0 +1 @@`
				`Resources no longer keep a stale failed findings count forever when a scoped or imported scan for the same provider completes after a full scan, which used to make the full scan skip its own cleanup`
				`@@ -0,0 +1 @@`
				Providers whose most recent completed scan has no `completed_at` timestamp are no longer missing from every endpoint that reports a provider's latest scan, which now falls back to scan creation order instead of skipping the provider
				`@@ -0,0 +1 @@`
				`Unify how every endpoint resolves a provider latest completed scan, so overlapping scans no longer make findings, compliance and mute rules read from different scans`
				`@@ -0,0 +1 @@`
				Scan output uploads and downloads can now target S3-compatible object storage such as MinIO directly via `DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL`, instead of relying on process-wide AWS environment variables that also hijacked unrelated AWS API calls
				`@@ -0,0 +1 @@`
				Scan report downloads from an S3 bucket with default SSE-KMS encryption no longer fail with an `InvalidArgument` error: when `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` is set, presigned download URLs are signed with AWS Signature Version 4 for that region
				`@@ -0,0 +1 @@`
				`POST /api/v1/scans` again returns the new scan id in the response `task_args`, which had been empty since the scan broker publish moved to transaction commit
				`@@ -0,0 +1 @@`
				Celery loggers are now declared explicitly in `custom_logging.py` so fatal worker errors are no longer silenced by `disable_existing_loggers=True`. All long-running services in `docker-compose.yml` now have `restart: unless-stopped` so containers recover automatically after unexpected crashes.