chore(api): Update prowler dependency to v5.32 for release 5.32.0 (#11806)

Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>

.claude-plugin/marketplace.json

@@ -0,0 +1,17 @@
+{
+  "name": "prowler-plugins",
+  "description": "Prowler Cloud Security for Claude Code",
+  "owner": {
+    "name": "Prowler",
+    "email": "support@prowler.com"
+  },
+  "plugins": [
+    {
+      "name": "prowler",
+      "source": "./claude_plugins/prowler",
+      "description": "Prowler for Claude Code — cloud security and compliance skills powered by the Prowler MCP server. Bundles compliance triage and remediation; more skills coming.",
+      "category": "security",
+      "homepage": "https://prowler.com"
+    }
+  ]
+}

.config/wt.toml

@@ -11,7 +11,14 @@ envs = "wt step copy-ignored"
 [[pre-start]]
 deps = "uv sync"
 
-# Block 3: reminder - last visible output before `wt switch` returns.
+# Block 3: prepare pnpm via corepack.
+[[pre-start]]
+corepack-enable = "corepack enable"
+
+[[pre-start]]
+corepack-install = "cd ui && corepack install"
+
+# Block 4: reminder - last visible output before `wt switch` returns.
 # Hooks can't mutate the parent shell, so venv activation is manual.
 [[pre-start]]
 reminder = "echo '>> Reminder: activate the venv in this shell with: source .venv/bin/activate'"

.env

@@ -6,14 +6,20 @@
 PROWLER_UI_VERSION="stable"
 AUTH_URL=http://localhost:3000
 API_BASE_URL=http://prowler-api:8080/api/v1
+# deprecated, use UI_API_BASE_URL
 NEXT_PUBLIC_API_BASE_URL=${API_BASE_URL}
+UI_API_BASE_URL=${API_BASE_URL}
+# deprecated, use UI_API_DOCS_URL
 NEXT_PUBLIC_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
+UI_API_DOCS_URL=http://prowler-api:8080/api/v1/docs
 AUTH_TRUST_HOST=true
 UI_PORT=3000
 # openssl rand -base64 32
 AUTH_SECRET="N/c6mnaS5+SWq81+819OrzQZlmx1Vxtp/orjttJSmw8="
-# Google Tag Manager ID
+# Google Tag Manager ID (empty/unset ⇒ GTM not loaded, zero egress)
+# deprecated, use UI_GOOGLE_TAG_MANAGER_ID
 NEXT_PUBLIC_GOOGLE_TAG_MANAGER_ID=""
+UI_GOOGLE_TAG_MANAGER_ID=""
 
 #### MCP Server ####
 PROWLER_MCP_VERSION=stable
@@ -139,13 +145,19 @@ DJANGO_BROKER_VISIBILITY_TIMEOUT=86400
 DJANGO_SENTRY_DSN=
 DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute
 
-# Sentry settings
-SENTRY_ENVIRONMENT=local
+# Sentry for the web app (server + browser). Empty/unset UI_SENTRY_DSN ⇒
+# Sentry disabled, zero egress. SENTRY_RELEASE (unprefixed) feeds the web app's
+# server/edge SDKs.
+UI_SENTRY_DSN=
+UI_SENTRY_ENVIRONMENT=local
 SENTRY_RELEASE=local
-NEXT_PUBLIC_SENTRY_ENVIRONMENT=${SENTRY_ENVIRONMENT}
+# Reserved runtime public config (registered now; no UI consumer yet)
+# POSTHOG_KEY=
+# POSTHOG_HOST=
+# REO_DEV_CLIENT_ID=
 
 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.27.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.32.0
 
 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"

.github/CODEOWNERS

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

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

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

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

@@ -43,8 +43,17 @@ runs:
       if: github.repository_owner == 'prowler-cloud' && github.repository != 'prowler-cloud/prowler'
       shell: bash
       working-directory: ${{ inputs.working-directory }}
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
       run: |
-        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
+          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+          -H "Accept: application/vnd.github+json" \
+          "https://api.github.com/repos/prowler-cloud/prowler/commits/master" \
+          | jq -er '.sha') || {
+          echo "::error::Failed to fetch latest prowler/master commit from the GitHub API (HTTP error or missing .sha). Check the GITHUB_TOKEN and API rate limits."
+          exit 1
+        }
         echo "Latest commit hash: $LATEST_COMMIT"
         sed -i "s|\(git = \"https://github\.com/prowler-cloud/prowler\.git?rev=master\)#[a-f0-9]\{40\}\"|\1#${LATEST_COMMIT}\"|g" uv.lock
         echo "Updated uv.lock entry:"
@@ -54,8 +63,17 @@ runs:
       if: github.event_name == 'push' && github.ref == 'refs/heads/master' && github.repository == 'prowler-cloud/prowler'
       shell: bash
       working-directory: ${{ inputs.working-directory }}
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
       run: |
-        LATEST_COMMIT=$(curl -s "https://api.github.com/repos/prowler-cloud/prowler/commits/master" | jq -r '.sha')
+        LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
+          -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+          -H "Accept: application/vnd.github+json" \
+          "https://api.github.com/repos/prowler-cloud/prowler/commits/master" \
+          | jq -er '.sha') || {
+          echo "::error::Failed to fetch latest prowler/master commit from the GitHub API (HTTP error or missing .sha). Check the GITHUB_TOKEN and API rate limits."
+          exit 1
+        }
         echo "Latest commit hash: $LATEST_COMMIT"
         sed -i "s|\(git = \"https://github\.com/prowler-cloud/prowler\.git?rev=master\)#[a-f0-9]\{40\}\"|\1#${LATEST_COMMIT}\"|g" uv.lock
         echo "Updated uv.lock entry:"

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

@@ -63,7 +63,7 @@ runs:
         exit-code: '0'
         scanners: 'vuln'
         timeout: '5m'
-        version: 'v0.69.2'
+        version: 'v0.71.2'
 
     - name: Run Trivy vulnerability scan (SARIF)
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'
@@ -76,7 +76,7 @@ runs:
         exit-code: '0'
         scanners: 'vuln'
         timeout: '5m'
-        version: 'v0.69.2'
+        version: 'v0.71.2'
 
     - name: Upload Trivy results to GitHub Security tab
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'

.github/dependabot.yml

@@ -6,17 +6,17 @@
 version: 2
 updates:
   # v5
-  - package-ecosystem: "pip"
-    directory: "/"
-    schedule:
-      interval: "monthly"
-    open-pull-requests-limit: 25
-    target-branch: master
-    labels:
-      - "dependencies"
-      - "pip"
-    cooldown:
-      default-days: 7
+  # - package-ecosystem: "pip"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 25
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "pip"
+  #   cooldown:
+  #     default-days: 7
 
   # Dependabot Updates are temporary disabled - 2025/03/19
   # - package-ecosystem: "pip"
@@ -30,17 +30,18 @@ updates:
   #     - "pip"
   #     - "component/api"
 
-  - package-ecosystem: "github-actions"
-    directory: "/"
-    schedule:
-      interval: "monthly"
-    open-pull-requests-limit: 25
-    target-branch: master
-    labels:
-      - "dependencies"
-      - "github_actions"
-    cooldown:
-      default-days: 7
+  # Dependabot version updates disabled - migrated to Renovate - 2026/07/02
+  # - package-ecosystem: "github-actions"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 25
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "github_actions"
+  #   cooldown:
+  #     default-days: 7
 
   # Dependabot Updates are temporary disabled - 2025/03/19
   # - package-ecosystem: "npm"
@@ -54,29 +55,30 @@ updates:
   #     - "npm"
   #     - "component/ui"
 
-  - package-ecosystem: "docker"
-    directory: "/"
-    schedule:
-      interval: "monthly"
-    open-pull-requests-limit: 25
-    target-branch: master
-    labels:
-      - "dependencies"
-      - "docker"
-    cooldown:
-      default-days: 7
+  # Dependabot version updates disabled - migrated to Renovate - 2026/07/02
+  # - package-ecosystem: "docker"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 25
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "docker"
+  #   cooldown:
+  #     default-days: 7
 
-  - package-ecosystem: "pre-commit"
-    directory: "/"
-    schedule:
-      interval: "monthly"
-    open-pull-requests-limit: 25
-    target-branch: master
-    labels:
-      - "dependencies"
-      - "pre-commit"
-    cooldown:
-      default-days: 7
+  # - package-ecosystem: "pre-commit"
+  #   directory: "/"
+  #   schedule:
+  #     interval: "monthly"
+  #   open-pull-requests-limit: 25
+  #   target-branch: master
+  #   labels:
+  #     - "dependencies"
+  #     - "pre-commit"
+  #   cooldown:
+  #     default-days: 7
 
   # Dependabot Updates are temporary disabled - 2025/04/15
   # v4.6

.github/labeler.yml

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

.github/renovate.json

@@ -0,0 +1,140 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": [
+    "config:best-practices",
+    ":enablePreCommit",
+    ":semanticCommits",
+    ":enableVulnerabilityAlertsWithLabel(security)",
+    "docker:enableMajor",
+    "helpers:pinGitHubActionDigestsToSemver",
+    "helpers:disableTypesNodeMajor",
+    "security:openssf-scorecard",
+    "customManagers:githubActionsVersions",
+    "customManagers:dockerfileVersions"
+  ],
+  "timezone": "Europe/Madrid",
+  "baseBranchPatterns": [
+    "master"
+  ],
+  "labels": [
+    "dependencies"
+  ],
+  "dependencyDashboardTitle": "Dependency Dashboard",
+  "prConcurrentLimit": 20,
+  "prHourlyLimit": 10,
+  "vulnerabilityAlerts": {
+    "prHourlyLimit": 0,
+    "prConcurrentLimit": 0
+  },
+  "configMigration": true,
+  "minimumReleaseAge": "7 days",
+  "rangeStrategy": "pin",
+  "packageRules": [
+    {
+      "description": "Patches: 1st of every month, Madrid overnight window (22:00-06:00)",
+      "matchUpdateTypes": [
+        "patch"
+      ],
+      "schedule": [
+        "* 22-23,0-5 1 * *"
+      ],
+      "enabled": true
+    },
+    {
+      "description": "Minors: 8th of every 3 months, Madrid overnight window (22:00-06:00)",
+      "matchUpdateTypes": [
+        "minor"
+      ],
+      "schedule": [
+        "* 22-23,0-5 8 */3 *"
+      ],
+      "enabled": true
+    },
+    {
+      "description": "Majors: 15th of every 3 months, Madrid overnight window",
+      "matchUpdateTypes": [
+        "major"
+      ],
+      "schedule": [
+        "* 22-23,0-5 15 */3 *"
+      ],
+      "enabled": true
+    },
+    {
+      "description": "GitHub Actions - single grouped PR, no changelog, scope=ci",
+      "matchManagers": [
+        "github-actions"
+      ],
+      "groupName": "github-actions",
+      "semanticCommitScope": "ci",
+      "addLabels": [
+        "no-changelog"
+      ]
+    },
+    {
+      "description": "Docker images - single grouped PR, no changelog, scope=docker",
+      "matchManagers": [
+        "dockerfile",
+        "docker-compose"
+      ],
+      "groupName": "docker",
+      "semanticCommitScope": "docker",
+      "addLabels": [
+        "no-changelog"
+      ]
+    },
+    {
+      "description": "Pre-commit hooks - single grouped PR, scope=pre-commit",
+      "matchManagers": [
+        "pre-commit"
+      ],
+      "groupName": "pre-commit hooks",
+      "semanticCommitScope": "pre-commit",
+      "addLabels": [
+        "no-changelog"
+      ]
+    },
+    {
+      "description": "UI - scope=ui",
+      "matchFileNames": [
+        "ui/**"
+      ],
+      "semanticCommitScope": "ui"
+    },
+    {
+      "description": "API - scope=api",
+      "matchFileNames": [
+        "api/**"
+      ],
+      "semanticCommitScope": "api"
+    },
+    {
+      "description": "MCP server - scope=mcp",
+      "matchFileNames": [
+        "mcp_server/**"
+      ],
+      "semanticCommitScope": "mcp"
+    },
+    {
+      "description": "Python SDK (root) - scope=sdk",
+      "matchFileNames": [
+        "pyproject.toml",
+        "poetry.lock",
+        "util/prowler-bulk-provisioning/**"
+      ],
+      "semanticCommitScope": "sdk"
+    },
+    {
+      "description": "UI devDependencies - no changelog",
+      "matchFileNames": [
+        "ui/**"
+      ],
+      "matchDepTypes": [
+        "devDependencies"
+      ],
+      "addLabels": [
+        "no-changelog"
+      ]
+    }
+  ]
+}

.github/scripts/osv-scan.sh

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

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

@@ -35,7 +35,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -53,7 +53,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             api/**

.github/workflows/api-codeql.yml

@@ -44,7 +44,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -61,12 +61,12 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/init@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           languages: ${{ matrix.language }}
           config-file: ./.github/codeql/api-codeql-config.yml
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           category: '/language:${{ matrix.language }}'

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

@@ -46,7 +46,7 @@ jobs:
       contents: read
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
 
@@ -65,7 +65,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -108,7 +108,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -122,6 +122,7 @@ jobs:
             github.com:443
             powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             pypi.org:443
             registry-1.docker.io:443
             release-assets.githubusercontent.com:443
@@ -132,14 +133,18 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Pin prowler SDK to latest master commit
-        if: github.event_name == 'push'
+      - name: Refresh prowler SDK pin to current branch tip
         run: |
-          LATEST_SHA=$(git ls-remote https://github.com/prowler-cloud/prowler.git refs/heads/master | cut -f1)
-          sed -i "s|prowler-cloud/prowler.git@master|prowler-cloud/prowler.git@${LATEST_SHA}|" api/pyproject.toml
+          # api/pyproject.toml has `@master` on master and `@v5.X` on release
+          # branches (set by prepare-release.yml). uv lock --upgrade-package
+          # re-resolves whichever ref is present against the current branch tip
+          # and writes the SHA into api/uv.lock. The Dockerfile runs
+          # `uv sync --locked`, which is what actually drives the install.
+          pip install --no-cache-dir "uv==0.11.14"
+          (cd api && uv lock --upgrade-package prowler)
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -150,7 +155,7 @@ jobs:
       - name: Build and push API container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           push: true
@@ -170,7 +175,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -179,8 +184,9 @@ jobs:
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -209,7 +215,7 @@ jobs:
 
       - name: Install regctl
         if: always()
-        uses: regclient/actions/regctl-installer@da9319db8e44e8b062b3a147e1dfb2f574d41a03 # main
+        uses: regclient/actions/regctl-installer@9a2d4216180dbb3e2dccfa60d2dd4afd98e42ec5 # main
 
       - name: Cleanup intermediate architecture tags
         if: always()
@@ -230,7 +236,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -266,27 +272,3 @@ jobs:
           payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
           step-outcome: ${{ steps.outcome.outputs.outcome }}
           update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
-
-  trigger-deployment:
-    needs: [setup, container-build-push]
-    if: always() && github.event_name == 'push' && needs.setup.result == 'success' && needs.container-build-push.result == 'success'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            api.github.com:443
-
-      - name: Trigger API deployment
-        uses: peter-evans/repository-dispatch@28959ce8df70de7be546dd1250a005dd32156697 # v4.0.1
-        with:
-          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          repository: ${{ secrets.CLOUD_DISPATCH }}
-          event-type: api-prowler-deployment
-          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'api/**'
-      - '.github/workflows/api-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -36,7 +33,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -50,7 +47,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: api/Dockerfile
 
@@ -72,7 +69,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -83,6 +80,7 @@ jobs:
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             debian.map.fastlydns.net:80
             release-assets.githubusercontent.com:443
             objects.githubusercontent.com:443
@@ -103,7 +101,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: api/**
           files_ignore: |
@@ -118,7 +116,7 @@ jobs:
 
       - name: Build container
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.API_WORKING_DIR }}
           push: false
@@ -133,5 +131,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

.github/workflows/api-security.yml

@@ -16,13 +16,6 @@ on:
     branches:
       - "master"
       - "v5.*"
-    paths:
-      - 'api/**'
-      - '.github/workflows/api-tests.yml'
-      - '.github/workflows/api-security.yml'
-      - '.github/actions/setup-python-uv/**'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -50,7 +43,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -73,7 +66,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             api/**

.github/workflows/api-tests.yml

@@ -48,7 +48,7 @@ jobs:
 
     services:
       postgres:
-        image: postgres:17@sha256:2cd82735a36356842d5eb1ef80db3ae8f1154172f0f653db48fde079b2a0b7f7
+        image: postgres:17@sha256:5c855ad7b85e68e48a62f34662853f38b57c1c1d80f3a927ab58034fd6d31c5e
         env:
           POSTGRES_HOST: ${{ env.POSTGRES_HOST }}
           POSTGRES_PORT: ${{ env.POSTGRES_PORT }}
@@ -63,7 +63,7 @@ jobs:
           --health-timeout 5s
           --health-retries 5
       valkey:
-        image: valkey/valkey:7-alpine3.19
+        image: valkey/valkey:7-alpine3.19@sha256:4054fe7fc607b9326ac7c4691ed26e9670d2ff17a9fb28c2577adecf928acbcc
         env:
           VALKEY_HOST: ${{ env.VALKEY_HOST }}
           VALKEY_PORT: ${{ env.VALKEY_PORT }}
@@ -78,7 +78,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -102,7 +102,7 @@ jobs:
 
       - name: Check for API changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             api/**

.github/workflows/backport.yml

@@ -30,7 +30,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >

.github/workflows/bump-version.yml

@@ -29,7 +29,7 @@ jobs:
       patch_version: ${{ steps.detect.outputs.patch_version }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -75,7 +75,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -139,6 +139,17 @@ jobs:
           sed -i "s|version = \"${CURRENT_API_VERSION}\"|version = \"${NEXT_API_VERSION}\"|" api/pyproject.toml
           sed -i "s|  version: ${CURRENT_API_VERSION}|  version: ${NEXT_API_VERSION}|" api/src/backend/api/specs/v1.yaml
 
+      - name: Regenerate lockfiles after version bump
+        run: |
+          set -e
+          # The bumps above edit pyproject.toml / api/pyproject.toml but leave
+          # uv.lock / api/uv.lock stale, which makes `uv sync --locked` fail in
+          # the container builds. Refresh both with the uv version the images
+          # pin (plain `uv lock`, no --upgrade: only the version line changes).
+          pip install --no-cache-dir "uv==0.11.14"
+          uv lock
+          (cd api && uv lock)
+
       - name: Bump UI version (.env)
         run: |
           set -e
@@ -155,7 +166,7 @@ jobs:
         run: git --no-pager diff
 
       - name: Create PR for next versions to master
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
           author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
@@ -191,7 +202,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -240,6 +251,17 @@ jobs:
           sed -i "s|version = \"${CURRENT_API_VERSION}\"|version = \"${FIRST_API_PATCH_VERSION}\"|" api/pyproject.toml
           sed -i "s|  version: ${CURRENT_API_VERSION}|  version: ${FIRST_API_PATCH_VERSION}|" api/src/backend/api/specs/v1.yaml
 
+      - name: Regenerate lockfiles after version bump
+        run: |
+          set -e
+          # The bumps above edit pyproject.toml / api/pyproject.toml but leave
+          # uv.lock / api/uv.lock stale, which makes `uv sync --locked` fail in
+          # the container builds. Refresh both with the uv version the images
+          # pin (plain `uv lock`, no --upgrade: only the version line changes).
+          pip install --no-cache-dir "uv==0.11.14"
+          uv lock
+          (cd api && uv lock)
+
       - name: Bump UI version (.env)
         run: |
           set -e
@@ -249,7 +271,7 @@ jobs:
         run: git --no-pager diff
 
       - name: Create PR for first patch versions to version branch
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
           author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
@@ -285,7 +307,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -341,6 +363,17 @@ jobs:
           sed -i "s|version = \"${CURRENT_API_VERSION}\"|version = \"${NEXT_API_PATCH_VERSION}\"|" api/pyproject.toml
           sed -i "s|  version: ${CURRENT_API_VERSION}|  version: ${NEXT_API_PATCH_VERSION}|" api/src/backend/api/specs/v1.yaml
 
+      - name: Regenerate lockfiles after version bump
+        run: |
+          set -e
+          # The bumps above edit pyproject.toml / api/pyproject.toml but leave
+          # uv.lock / api/uv.lock stale, which makes `uv sync --locked` fail in
+          # the container builds. Refresh both with the uv version the images
+          # pin (plain `uv lock`, no --upgrade: only the version line changes).
+          pip install --no-cache-dir "uv==0.11.14"
+          uv lock
+          (cd api && uv lock)
+
       - name: Bump UI version (.env)
         run: |
           set -e
@@ -350,7 +383,7 @@ jobs:
         run: git --no-pager diff
 
       - name: Create PR for next patch versions to version branch
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
           author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}

.github/workflows/ci-zizmor.yml

@@ -36,7 +36,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -51,6 +51,6 @@ jobs:
           persist-credentials: false
 
       - name: Run zizmor
-        uses: zizmorcore/zizmor-action@71321a20a9ded102f6e9ce5718a2fcec2c4f70d8 # v0.5.2
+        uses: zizmorcore/zizmor-action@a16621b09c6db4281f81a93cb393b05dcd7b7165 # v0.5.5
         with:
           token: ${{ github.token }}

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

@@ -22,7 +22,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

.github/workflows/conventional-commit.yml

@@ -26,7 +26,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

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

@@ -25,7 +25,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

.github/workflows/find-secrets.yml

@@ -25,14 +25,15 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           # We can't block as Trufflehog needs to verify secrets against vendors
           egress-policy: audit
-          # allowed-endpoints: >
-          #   github.com:443
-          #   ghcr.io:443
-          #   pkg-containers.githubusercontent.com:443
+          allowed-endpoints: >
+            github.com:443
+            ghcr.io:443
+            pkg-containers.githubusercontent.com:443
+            www.formbucket.com:443
 
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -44,6 +45,6 @@ jobs:
 
       - name: Scan diff for secrets with TruffleHog
         # Action auto-injects --since-commit/--branch from event payload; passing them in extra_args produces duplicate flags.
-        uses: trufflesecurity/trufflehog@ef6e76c3c4023279497fab4721ffa071a722fd05 # v3.92.4
+        uses: trufflesecurity/trufflehog@37b77001d0174ebec2fcca2bd83ff83a6d45a3ab # v3.95.3
         with:
           extra_args: --results=verified,unknown

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

@@ -33,7 +33,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

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

@@ -26,7 +26,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

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

@@ -22,7 +22,7 @@ jobs:
       issues: write
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >

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

@@ -66,12 +66,12 @@ jobs:
       title: ${{ steps.compute-text.outputs.title }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Check workflow file timestamps
@@ -135,12 +135,12 @@ jobs:
       secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Checkout repository
@@ -870,12 +870,12 @@ jobs:
       total_count: ${{ steps.missing_tool.outputs.total_count }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
@@ -982,12 +982,12 @@ jobs:
       success: ${{ steps.parse_results.outputs.success }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent artifacts
@@ -1091,12 +1091,12 @@ jobs:
       activated: ${{ (steps.check_membership.outputs.is_team_member == 'true') && (steps.check_rate_limit.outputs.rate_limit_ok == 'true') }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Add eyes reaction for immediate feedback
@@ -1164,12 +1164,12 @@ jobs:
       process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@9382be3ca9ac18917e111a99d4e6bbff58d0dccc # v0.43.23
+        uses: github/gh-aw/actions/setup@4d44d0e89851a877f4ddc0cb6c0197e42b1016c5 # v0.73.0
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact

.github/workflows/labeler.yml

@@ -27,12 +27,12 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
       - name: Apply labels to PR
-        uses: actions/labeler@634933edcd8ababfe52f92936142cc22ac488b1b # v6.0.1
+        uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6.1.0
         with:
           sync-labels: true
 
@@ -46,7 +46,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

.github/workflows/markdown-lint.yml

@@ -0,0 +1,60 @@
+name: 'Docs: Markdown Lint'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions: {}
+
+jobs:
+  markdown-lint:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            github.com:443
+            registry.npmjs.org:443
+            release-assets.githubusercontent.com:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Setup Node.js
+        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
+        with:
+          node-version-file: ui/.nvmrc
+
+      - name: Setup pnpm
+        uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
+        with:
+          package_json_file: ui/package.json
+          run_install: false
+
+      - name: Run markdownlint
+        # 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.
+        env:
+          pnpm_config_ignore_scripts: 'true'
+        run: pnpm dlx markdownlint-cli@0.45.0 '**/*.md'

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

@@ -45,7 +45,7 @@ jobs:
       contents: read
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
 
@@ -64,7 +64,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -106,7 +106,7 @@ jobs:
       packages: write
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -114,6 +114,7 @@ jobs:
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             ghcr.io:443
             pkg-containers.githubusercontent.com:443
             files.pythonhosted.org:443
@@ -125,7 +126,7 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -136,7 +137,7 @@ jobs:
       - name: Build and push MCP container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           push: true
@@ -164,18 +165,19 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             github.com:443
             release-assets.githubusercontent.com:443
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -204,7 +206,7 @@ jobs:
 
       - name: Install regctl
         if: always()
-        uses: regclient/actions/regctl-installer@da9319db8e44e8b062b3a147e1dfb2f574d41a03 # main
+        uses: regclient/actions/regctl-installer@9a2d4216180dbb3e2dccfa60d2dd4afd98e42ec5 # main
 
       - name: Cleanup intermediate architecture tags
         if: always()
@@ -225,7 +227,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -261,27 +263,3 @@ jobs:
           payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
           step-outcome: ${{ steps.outcome.outputs.outcome }}
           update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
-
-  trigger-deployment:
-    needs: [setup, container-build-push]
-    if: always() && github.event_name == 'push' && needs.setup.result == 'success' && needs.container-build-push.result == 'success'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            api.github.com:443
-
-      - name: Trigger MCP deployment
-        uses: peter-evans/repository-dispatch@28959ce8df70de7be546dd1250a005dd32156697 # v4.0.1
-        with:
-          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          repository: ${{ secrets.CLOUD_DISPATCH }}
-          event-type: mcp-prowler-deployment
-          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'mcp_server/**'
-      - '.github/workflows/mcp-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -36,7 +33,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -50,7 +47,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: mcp_server/Dockerfile
 
@@ -71,7 +68,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -99,7 +96,7 @@ jobs:
 
       - name: Check for MCP changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: mcp_server/**
           files_ignore: |
@@ -112,7 +109,7 @@ jobs:
 
       - name: Build MCP container
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.MCP_WORKING_DIR }}
           push: false
@@ -127,5 +124,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

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

@@ -29,7 +29,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -67,7 +67,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -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@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
         with:
           packages-dir: ${{ env.WORKING_DIRECTORY }}/dist/
           print-hash: true

.github/workflows/mcp-security.yml

@@ -0,0 +1,68 @@
+name: 'MCP: Security'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'mcp_server/pyproject.toml'
+      - 'mcp_server/uv.lock'
+      - '.github/workflows/mcp-security.yml'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions: {}
+
+jobs:
+  mcp-security-scans:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write # osv-scanner action posts/updates a PR comment with findings
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@a5ad31d6a139d249332a2605b85202e8c0b78450 # v2.19.1
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
+            api.osv.dev:443
+            api.deps.dev:443
+            osv-vulnerabilities.storage.googleapis.com:443
+
+      - name: Checkout repository
+        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: Check for MCP dependency changes
+        id: check-changes
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            mcp_server/pyproject.toml
+            mcp_server/uv.lock
+            .github/workflows/mcp-security.yml
+            .github/actions/osv-scanner/**
+            .github/scripts/osv-scan.sh
+
+      - name: Dependency vulnerability scan with osv-scanner
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/osv-scanner
+        with:
+          lockfile: mcp_server/uv.lock

.github/workflows/nightly-arm64-container-builds.yml

@@ -48,7 +48,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -61,7 +61,7 @@ jobs:
         uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build ${{ matrix.component }} container (linux/arm64)
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ matrix.context }}
           file: ${{ matrix.dockerfile }}
@@ -83,7 +83,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

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

@@ -31,7 +31,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -52,7 +52,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             api/**

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

@@ -35,7 +35,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -56,7 +56,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             prowler/providers/**/services/**/*.metadata.json

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

@@ -28,7 +28,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -37,8 +37,7 @@ jobs:
         with:
           ref: ${{ github.event.pull_request.head.sha }}
           fetch-depth: 1
-          # zizmor: ignore[artipacked]
-          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
+          persist-credentials: false # No write token in the untrusted PR-head tree; public repo so base fetch/changed-files work unauthenticated
 
       - name: Fetch PR base ref for tj-actions/changed-files
         env:
@@ -47,9 +46,11 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: '**'
+          safe_output: false # Raw paths (list read via env var, injection-safe); default escaping backslash-quotes chars like () and breaks the -f test
+          separator: "\n" # Newline-delimited so the reader tolerates spaces and glob chars in paths
 
       - name: Check for conflict markers
         id: conflict-check
@@ -59,19 +60,18 @@ jobs:
           CONFLICT_FILES=""
           HAS_CONFLICTS=false
 
-          # Check each changed file for conflict markers
-          for file in ${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}; do
-            if [ -f "$file" ]; then
-              echo "Checking file: $file"
+          # Read newline-delimited paths so spaces/globs neither word-split nor glob-expand
+          while IFS= read -r file; do
+            [ -n "$file" ] || continue
+            [ -f "$file" ] || continue
+            echo "Checking file: $file"
 
-              # Look for conflict markers (more precise regex)
-              if grep -qE '^(<<<<<<<|=======|>>>>>>>)' "$file" 2>/dev/null; then
-                echo "Conflict markers found in: $file"
-                CONFLICT_FILES="${CONFLICT_FILES}- \`${file}\`"$'\n'
-                HAS_CONFLICTS=true
-              fi
+            if grep -qE '^(<<<<<<<|=======|>>>>>>>)' "$file" 2>/dev/null; then
+              echo "Conflict markers found in: $file"
+              CONFLICT_FILES="${CONFLICT_FILES}- \`${file}\`"$'\n'
+              HAS_CONFLICTS=true
             fi
-          done
+          done <<< "$STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES"
 
           if [ "$HAS_CONFLICTS" = true ]; then
             echo "has_conflicts=true" >> $GITHUB_OUTPUT
@@ -88,18 +88,49 @@ jobs:
         env:
           STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES: ${{ steps.changed-files.outputs.all_changed_files }}
 
+      - name: Check base-branch mergeability
+        id: merge-check
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          REPO: ${{ github.repository }}
+        run: |
+          MERGEABLE=null
+
+          # GitHub computes mergeability async, so .mergeable is null until ready; poll until resolved
+          for attempt in 1 2 3 4 5; do
+            MERGEABLE=$(gh api "repos/${REPO}/pulls/${PR_NUMBER}" --jq '.mergeable')
+            if [ "$MERGEABLE" != "null" ]; then
+              break
+            fi
+            echo "Attempt ${attempt}: mergeability not computed yet, retrying..."
+            sleep 3
+          done
+
+          # Keep 'unknown' distinct from 'clean' so we never assert a clean merge we could not confirm
+          case "$MERGEABLE" in
+            false) STATUS=conflict; echo "PR branch cannot be merged cleanly into its base branch" ;;
+            true)  STATUS=clean;    echo "PR branch merges cleanly into its base branch" ;;
+            *)     STATUS=unknown;  echo "::warning::Mergeability did not resolve after retries; leaving it undetermined" ;;
+          esac
+
+          echo "merge_status=${STATUS}" >> "$GITHUB_OUTPUT"
+
       - name: Manage conflict label
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           PR_NUMBER: ${{ github.event.pull_request.number }}
           HAS_CONFLICTS: ${{ steps.conflict-check.outputs.has_conflicts }}
+          MERGE_STATUS: ${{ steps.merge-check.outputs.merge_status }}
         run: |
           LABEL_NAME="has-conflicts"
 
-          # Add or remove label based on conflict status
-          if [ "$HAS_CONFLICTS" = "true" ]; then
+          if [ "$HAS_CONFLICTS" = "true" ] || [ "$MERGE_STATUS" = "conflict" ]; then
             echo "Adding conflict label to PR #${PR_NUMBER}..."
             gh pr edit "$PR_NUMBER" --add-label "$LABEL_NAME" --repo ${{ github.repository }} || true
+          elif [ "$MERGE_STATUS" = "unknown" ]; then
+            # Don't drop the label on an undetermined merge state; a later run will settle it
+            echo "Mergeability undetermined; leaving label unchanged"
           else
             echo "Removing conflict label from PR #${PR_NUMBER}..."
             gh pr edit "$PR_NUMBER" --remove-label "$LABEL_NAME" --repo ${{ github.repository }} || true
@@ -121,20 +152,25 @@ jobs:
           edit-mode: replace
           body: |
             <!-- conflict-checker-comment -->
-            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && '⚠️ **Conflict Markers Detected**' || '✅ **Conflict Markers Resolved**' }}
-
-            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && format('This pull request contains unresolved conflict markers in the following files:
+            ${{ (steps.conflict-check.outputs.has_conflicts == 'true' || steps.merge-check.outputs.merge_status == 'conflict') && '⚠️ **Conflicts Detected**' || (steps.merge-check.outputs.merge_status == 'unknown' && 'ℹ️ **Conflict Check Incomplete**' || '✅ **No Conflicts**') }}
+            ${{ steps.conflict-check.outputs.has_conflicts == 'true' && format('
+            **Conflict markers** are present in the following files:
 
             {0}
-
-            Please resolve these conflicts by:
-            1. Locating the conflict markers: `<<<<<<<`, `=======`, and `>>>>>>>`
-            2. Manually editing the files to resolve the conflicts
-            3. Removing all conflict markers
-            4. Committing and pushing the changes', steps.conflict-check.outputs.conflict_files) || 'All conflict markers have been successfully resolved in this pull request.' }}
+            Resolve them by removing every `<<<<<<<`, `=======`, and `>>>>>>>` marker, then commit and push.', steps.conflict-check.outputs.conflict_files) || '' }}
+            ${{ steps.merge-check.outputs.merge_status == 'conflict' && '
+            **Merge conflict with the base branch.** This PR cannot be merged cleanly. Update your branch with the latest base (rebase or merge) and resolve the conflicts.' || '' }}
+            ${{ steps.merge-check.outputs.merge_status == 'unknown' && '
+            GitHub had not finished computing mergeability, so base-branch conflict status could not be verified on this run.' || '' }}
+            ${{ (steps.conflict-check.outputs.has_conflicts != 'true' && steps.merge-check.outputs.merge_status == 'clean') && '
+            No conflict markers, and the branch merges cleanly into its base.' || '' }}
 
       - name: Fail workflow if conflicts detected
-        if: steps.conflict-check.outputs.has_conflicts == 'true'
+        if: steps.conflict-check.outputs.has_conflicts == 'true' || steps.merge-check.outputs.merge_status == 'conflict'
+        env:
+          HAS_CONFLICTS: ${{ steps.conflict-check.outputs.has_conflicts }}
+          MERGE_STATUS: ${{ steps.merge-check.outputs.merge_status }}
         run: |
-          echo "::error::Workflow failed due to conflict markers detected in the PR"
+          [ "$HAS_CONFLICTS" = "true" ] && echo "::error::Conflict markers detected in changed files"
+          [ "$MERGE_STATUS" = "conflict" ] && echo "::error::PR branch has merge conflicts with the base branch"
           exit 1

.github/workflows/pr-merged.yml

@@ -26,7 +26,7 @@ jobs:
       contents: read
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -56,6 +56,6 @@ jobs:
               "PROWLER_PR_BODY": ${{ toJson(github.event.pull_request.body) }},
               "PROWLER_PR_URL": ${{ toJson(github.event.pull_request.html_url) }},
               "PROWLER_PR_MERGED_BY": "${{ github.event.pull_request.merged_by.login }}",
-              "PROWLER_PR_BASE_BRANCH": "${{ github.event.pull_request.base.ref }}",
-              "PROWLER_PR_HEAD_BRANCH": "${{ github.event.pull_request.head.ref }}"
+              "PROWLER_PR_BASE_BRANCH": ${{ toJson(github.event.pull_request.base.ref) }},
+              "PROWLER_PR_HEAD_BRANCH": ${{ toJson(github.event.pull_request.head.ref) }}
             }

.github/workflows/prepare-release.yml

@@ -29,7 +29,7 @@ jobs:
       pull-requests: write
     steps:
     - name: Harden the runner (Audit all outbound calls)
-      uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+      uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
       with:
         egress-policy: audit
 
@@ -338,7 +338,7 @@ jobs:
 
     - name: Create PR for API dependency update
       if: ${{ env.PATCH_VERSION == '0' }}
-      uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+      uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
       with:
         token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
         commit-message: 'chore(api): update prowler dependency to ${{ env.BRANCH_NAME }} for release ${{ env.PROWLER_VERSION }}'

.github/workflows/renovate-config-validate.yml

@@ -0,0 +1,57 @@
+name: 'CI: Renovate Config Validate'
+
+on:
+  pull_request:
+    branches:
+      - 'master'
+    paths:
+      - '.github/renovate.json'
+      - '.pre-commit-config.yaml'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+permissions: {}
+
+env:
+  # renovate: datasource=pypi depName=prek
+  PREK_VERSION: '0.4.0'
+
+jobs:
+  validate:
+    name: Validate Renovate config
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            github.com:443
+            objects.githubusercontent.com:443
+            codeload.github.com:443
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+            registry.npmjs.org:443
+            nodejs.org:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Set up uv
+        uses: astral-sh/setup-uv@5a095e7a2014a4212f075830d4f7277575a9d098 # v7.3.1
+
+      - name: Install prek
+        run: uv tool install "prek==${PREK_VERSION}"
+
+      - name: Validate Renovate config
+        run: prek run renovate-config-validator --files .github/renovate.json

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

@@ -25,7 +25,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >

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

@@ -29,10 +29,11 @@ jobs:
           - '3.10'
           - '3.11'
           - '3.12'
+          - '3.13'
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -48,7 +49,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: ./**
           files_ignore: |

.github/workflows/sdk-codeql.yml

@@ -51,7 +51,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -66,12 +66,12 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/init@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           languages: ${{ matrix.language }}
           config-file: ./.github/codeql/sdk-codeql-config.yml
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           category: '/language:${{ matrix.language }}'

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

@@ -60,7 +60,7 @@ jobs:
       contents: read
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -98,7 +98,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -138,17 +138,21 @@ jobs:
     permissions:
       contents: read
       packages: write
+      id-token: write
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
             api.ecr-public.us-east-1.amazonaws.com:443
             public.ecr.aws:443
+            sts.amazonaws.com:443
+            sts.us-east-1.amazonaws.com:443
             registry-1.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             auth.docker.io:443
             debian.map.fastlydns.net:80
             github.com:443
@@ -167,19 +171,21 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
-      - name: Login to Public ECR
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+      - name: Configure AWS credentials (OIDC)
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
         with:
-          registry: public.ecr.aws
-          username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
-          password: ${{ secrets.PUBLIC_ECR_AWS_SECRET_ACCESS_KEY }}
-        env:
-          AWS_REGION: ${{ env.AWS_REGION }}
+          aws-region: us-east-1
+          role-to-assume: ${{ secrets.PUBLIC_ECR_IAM_ROLE_ARN }}
+
+      - name: Login to Public ECR
+        uses: aws-actions/amazon-ecr-login@d539f0932e70871a027e9d5a9d8fc38589180a64 # v2.1.6
+        with:
+          registry-type: public
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
@@ -187,7 +193,7 @@ jobs:
       - name: Build and push SDK container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: .
           file: ${{ env.DOCKERFILE_PATH }}
@@ -205,10 +211,11 @@ jobs:
     runs-on: ubuntu-latest
     permissions:
       contents: read
+      id-token: write
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -216,25 +223,30 @@ jobs:
             auth.docker.io:443
             public.ecr.aws:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             github.com:443
             release-assets.githubusercontent.com:443
             api.ecr-public.us-east-1.amazonaws.com:443
+            sts.amazonaws.com:443
+            sts.us-east-1.amazonaws.com:443
 
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
-      - name: Login to Public ECR
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+      - name: Configure AWS credentials (OIDC)
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
         with:
-          registry: public.ecr.aws
-          username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
-          password: ${{ secrets.PUBLIC_ECR_AWS_SECRET_ACCESS_KEY }}
-        env:
-          AWS_REGION: ${{ env.AWS_REGION }}
+          aws-region: us-east-1
+          role-to-assume: ${{ secrets.PUBLIC_ECR_IAM_ROLE_ARN }}
+
+      - name: Login to Public ECR
+        uses: aws-actions/amazon-ecr-login@d539f0932e70871a027e9d5a9d8fc38589180a64 # v2.1.6
+        with:
+          registry-type: public
 
       - name: Create and push manifests for push event
         if: github.event_name == 'push'
@@ -265,7 +277,7 @@ jobs:
       # Push to toniblyx/prowler only for current version (latest/stable/release tags)
       - name: Login to DockerHub (toniblyx)
         if: needs.setup.outputs.latest_tag == 'latest'
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.TONIBLYX_DOCKERHUB_USERNAME }}
           password: ${{ secrets.TONIBLYX_DOCKERHUB_PASSWORD }}
@@ -290,14 +302,14 @@ jobs:
       # Re-login as prowlercloud for cleanup of intermediate tags
       - name: Login to DockerHub (prowlercloud)
         if: always()
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Install regctl
         if: always()
-        uses: regclient/actions/regctl-installer@da9319db8e44e8b062b3a147e1dfb2f574d41a03 # main
+        uses: regclient/actions/regctl-installer@9a2d4216180dbb3e2dccfa60d2dd4afd98e42ec5 # main
 
       - name: Cleanup intermediate architecture tags
         if: always()
@@ -318,7 +330,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

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

@@ -15,12 +15,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'prowler/**'
-      - 'Dockerfile*'
-      - 'pyproject.toml'
-      - 'uv.lock'
-      - '.github/workflows/sdk-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -41,7 +35,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -55,7 +49,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: Dockerfile
 
@@ -77,7 +71,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -85,6 +79,7 @@ jobs:
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             api.github.com:443
             mirror.gcr.io:443
             check.trivy.dev:443
@@ -108,27 +103,16 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
-          files: ./**
+          files: |
+            prowler/**
+            Dockerfile*
+            pyproject.toml
+            uv.lock
+            .github/workflows/sdk-container-checks.yml
           files_ignore: |
-            .github/**
             prowler/CHANGELOG.md
-            docs/**
-            permissions/**
-            api/**
-            ui/**
-            dashboard/**
-            mcp_server/**
-            skills/**
-            README.md
-            mkdocs.yml
-            .backportrc.json
-            .env
-            docker-compose*
-            examples/**
-            .gitignore
-            contrib/**
             **/AGENTS.md
 
       - name: Set up Docker Buildx
@@ -137,7 +121,7 @@ jobs:
 
       - name: Build SDK container
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: .
           push: false
@@ -152,5 +136,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

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

@@ -28,7 +28,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -66,7 +66,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -85,7 +85,7 @@ jobs:
         run: uv build
 
       - name: Publish Prowler package to PyPI
-        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
         with:
           print-hash: true
 
@@ -102,7 +102,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -129,6 +129,6 @@ jobs:
         run: uv build
 
       - name: Publish prowler-cloud package to PyPI
-        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
         with:
           print-hash: true

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

@@ -27,7 +27,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -47,7 +47,7 @@ jobs:
         run: pip install boto3
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6.0.0
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
         with:
           aws-region: ${{ env.AWS_REGION }}
           role-to-assume: ${{ secrets.DEV_IAM_ROLE_ARN }}
@@ -58,7 +58,7 @@ jobs:
 
       - name: Create pull request
         id: create-pr
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
           author: 'prowler-bot <179230569+prowler-bot@users.noreply.github.com>'

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

@@ -25,7 +25,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -55,7 +55,7 @@ jobs:
 
       - name: Create pull request
         id: create-pr
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
           token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
           author: 'prowler-bot <179230569+prowler-bot@users.noreply.github.com>'

.github/workflows/sdk-security.yml

@@ -19,16 +19,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'prowler/**'
-      - 'tests/**'
-      - 'pyproject.toml'
-      - 'uv.lock'
-      - '.github/workflows/sdk-tests.yml'
-      - '.github/workflows/sdk-security.yml'
-      - '.github/actions/setup-python-uv/**'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -47,7 +37,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -69,29 +59,20 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
-          files:
-            ./**
+          files: |
+            prowler/**
+            tests/**
+            pyproject.toml
+            uv.lock
+            .github/workflows/sdk-tests.yml
             .github/workflows/sdk-security.yml
+            .github/actions/setup-python-uv/**
+            .github/actions/osv-scanner/**
+            .github/scripts/osv-scan.sh
           files_ignore: |
-            .github/**
             prowler/CHANGELOG.md
-            docs/**
-            permissions/**
-            api/**
-            ui/**
-            dashboard/**
-            mcp_server/**
-            skills/**
-            README.md
-            mkdocs.yml
-            .backportrc.json
-            .env
-            docker-compose*
-            examples/**
-            .gitignore
-            contrib/**
             **/AGENTS.md
 
       - name: Setup Python with uv

.github/workflows/sdk-tests.yml

@@ -29,10 +29,11 @@ jobs:
           - '3.10'
           - '3.11'
           - '3.12'
+          - '3.13'
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -46,6 +47,7 @@ jobs:
             schema.ocsf.io:443
             registry-1.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443
             o26192.ingest.us.sentry.io:443
             management.azure.com:443
@@ -69,7 +71,7 @@ jobs:
 
       - name: Check for SDK changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: ./**
           files_ignore: |
@@ -102,7 +104,7 @@ jobs:
       - name: Check if AWS files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-aws
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/aws/**
@@ -232,7 +234,7 @@ jobs:
       - name: Check if Azure files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-azure
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/azure/**
@@ -256,7 +258,7 @@ jobs:
       - name: Check if GCP files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-gcp
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/gcp/**
@@ -280,7 +282,7 @@ jobs:
       - name: Check if Kubernetes files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-kubernetes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/kubernetes/**
@@ -304,7 +306,7 @@ jobs:
       - name: Check if GitHub files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-github
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/github/**
@@ -328,7 +330,7 @@ jobs:
       - name: Check if Okta files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-okta
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/okta/**
@@ -352,7 +354,7 @@ jobs:
       - name: Check if NHN files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-nhn
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/nhn/**
@@ -376,7 +378,7 @@ jobs:
       - name: Check if M365 files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-m365
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/m365/**
@@ -400,7 +402,7 @@ jobs:
       - name: Check if IaC files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-iac
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/iac/**
@@ -424,7 +426,7 @@ jobs:
       - name: Check if MongoDB Atlas files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-mongodbatlas
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/mongodbatlas/**
@@ -448,7 +450,7 @@ jobs:
       - name: Check if OCI files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-oraclecloud
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/oraclecloud/**
@@ -472,7 +474,7 @@ jobs:
       - name: Check if OpenStack files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-openstack
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/openstack/**
@@ -496,7 +498,7 @@ jobs:
       - name: Check if Google Workspace files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-googleworkspace
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/googleworkspace/**
@@ -520,7 +522,7 @@ jobs:
       - name: Check if Vercel files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-vercel
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/**/vercel/**
@@ -540,11 +542,110 @@ jobs:
           flags: prowler-py${{ matrix.python-version }}-vercel
           files: ./vercel_coverage.xml
 
+      # Scaleway Provider
+      - name: Check if Scaleway files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-scaleway
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            ./prowler/**/scaleway/**
+            ./tests/**/scaleway/**
+            ./uv.lock
+
+      - name: Run Scaleway tests
+        if: steps.changed-scaleway.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/scaleway --cov-report=xml:scaleway_coverage.xml tests/providers/scaleway
+
+      - name: Upload Scaleway coverage to Codecov
+        if: steps.changed-scaleway.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-scaleway
+          files: ./scaleway_coverage.xml
+
+      # StackIT Provider
+      - name: Check if StackIT files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-stackit
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            ./prowler/**/stackit/**
+            ./tests/**/stackit/**
+            ./uv.lock
+
+      - name: Run StackIT tests
+        if: steps.changed-stackit.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/stackit --cov-report=xml:stackit_coverage.xml tests/providers/stackit
+
+      - name: Upload StackIT coverage to Codecov
+        if: steps.changed-stackit.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-stackit
+          files: ./stackit_coverage.xml
+
+      # Linode Provider
+      - name: Check if Linode files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-linode
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            ./prowler/**/linode/**
+            ./tests/**/linode/**
+            ./uv.lock
+
+      - name: Run Linode tests
+        if: steps.changed-linode.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/linode --cov-report=xml:linode_coverage.xml tests/providers/linode
+
+      - name: Upload Linode coverage to Codecov
+        if: steps.changed-linode.outputs.any_changed == 'true'
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-linode
+          files: ./linode_coverage.xml
+
+      # External Provider (dynamic loading)
+      - name: Check if External Provider files changed
+        if: steps.check-changes.outputs.any_changed == 'true'
+        id: changed-external
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        with:
+          files: |
+            ./prowler/providers/common/**
+            ./prowler/config/**
+            ./prowler/lib/**
+            ./tests/providers/external/**
+            ./uv.lock
+
+      - name: Run External Provider tests
+        if: steps.changed-external.outputs.any_changed == 'true'
+        run: uv run pytest -n auto --cov=./prowler/providers/common --cov=./prowler/config --cov=./prowler/lib --cov-report=xml:external_coverage.xml tests/providers/external
+
+      - name: Upload External Provider coverage to Codecov
+        if: steps.changed-external.outputs.any_changed == 'true'
+
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: prowler-py${{ matrix.python-version }}-external
+          files: ./external_coverage.xml
+
       # Lib
       - name: Check if Lib files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-lib
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/lib/**
@@ -568,7 +669,7 @@ jobs:
       - name: Check if Config files changed
         if: steps.check-changes.outputs.any_changed == 'true'
         id: changed-config
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ./prowler/config/**

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

@@ -52,7 +52,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -68,12 +68,12 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
 
       - name: Setup Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
-          python-version: '3.12'
+          python-version: '3.12.13'
 
       - name: Install PyYAML
         run: pip install pyyaml

.github/workflows/ui-codeql.yml

@@ -47,7 +47,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -62,12 +62,12 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/init@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           languages: ${{ matrix.language }}
           config-file: ./.github/codeql/ui-codeql-config.yml
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
         with:
           category: '/language:${{ matrix.language }}'

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

@@ -32,9 +32,6 @@ env:
   PROWLERCLOUD_DOCKERHUB_REPOSITORY: prowlercloud
   PROWLERCLOUD_DOCKERHUB_IMAGE: prowler-ui
 
-  # Build args
-  NEXT_PUBLIC_API_BASE_URL: http://prowler-api:8080/api/v1
-
 permissions: {}
 
 jobs:
@@ -48,7 +45,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -67,7 +64,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -110,12 +107,13 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
             registry-1.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
             auth.docker.io:443
             registry.npmjs.org:443
             dl-cdn.alpinelinux.org:443
@@ -129,7 +127,7 @@ jobs:
           persist-credentials: false
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -140,12 +138,11 @@ jobs:
       - name: Build and push UI container for ${{ matrix.arch }}
         id: container-push
         if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.WORKING_DIRECTORY }}
           build-args: |
             NEXT_PUBLIC_PROWLER_RELEASE_VERSION=${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('v{0}', env.RELEASE_TAG) || needs.setup.outputs.short-sha }}
-            NEXT_PUBLIC_API_BASE_URL=${{ env.NEXT_PUBLIC_API_BASE_URL }}
           push: true
           platforms: ${{ matrix.platform }}
           tags: |
@@ -163,7 +160,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -172,9 +169,10 @@ jobs:
             registry-1.docker.io:443
             auth.docker.io:443
             production.cloudflare.docker.com:443
+            production.cloudfront.docker.com:443
 
       - name: Login to DockerHub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -203,7 +201,7 @@ jobs:
 
       - name: Install regctl
         if: always()
-        uses: regclient/actions/regctl-installer@da9319db8e44e8b062b3a147e1dfb2f574d41a03 # main
+        uses: regclient/actions/regctl-installer@9a2d4216180dbb3e2dccfa60d2dd4afd98e42ec5 # main
 
       - name: Cleanup intermediate architecture tags
         if: always()
@@ -224,7 +222,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -260,27 +258,3 @@ jobs:
           payload-file-path: "./.github/scripts/slack-messages/container-release-completed.json"
           step-outcome: ${{ steps.outcome.outputs.outcome }}
           update-ts: ${{ needs.notify-release-started.outputs.message-ts }}
-
-  trigger-deployment:
-    needs: [setup, container-build-push]
-    if: always() && github.event_name == 'push' && needs.setup.result == 'success' && needs.container-build-push.result == 'success'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            api.github.com:443
-
-      - name: Trigger UI deployment
-        uses: peter-evans/repository-dispatch@28959ce8df70de7be546dd1250a005dd32156697 # v4.0.1
-        with:
-          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-          repository: ${{ secrets.CLOUD_DISPATCH }}
-          event-type: ui-prowler-deployment
-          client-payload: '{"sha": "${{ github.sha }}", "short_sha": "${{ needs.setup.outputs.short-sha }}"}'

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

@@ -12,9 +12,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'ui/**'
-      - '.github/workflows/ui-container-checks.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -36,7 +33,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -50,7 +47,7 @@ jobs:
 
       - name: Check if Dockerfile changed
         id: dockerfile-changed
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: ui/Dockerfile
 
@@ -72,7 +69,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -100,7 +97,7 @@ jobs:
 
       - name: Check for UI changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: ui/**
           files_ignore: |
@@ -114,7 +111,7 @@ jobs:
 
       - name: Build UI container
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: ${{ env.UI_WORKING_DIR }}
           target: prod
@@ -132,5 +129,5 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'false'
+          fail-on-critical: 'true'
           severity: 'CRITICAL'

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

@@ -40,7 +40,8 @@ jobs:
       AUTH_SECRET: 'fallback-ci-secret-for-testing'
       AUTH_TRUST_HOST: true
       NEXTAUTH_URL: 'http://localhost:3000'
-      NEXT_PUBLIC_API_BASE_URL: 'http://localhost:8080/api/v1'
+      AUTH_URL: 'http://localhost:3000'
+      UI_API_BASE_URL: 'http://localhost:8080/api/v1'
       E2E_ADMIN_USER: ${{ secrets.E2E_ADMIN_USER }}
       E2E_ADMIN_PASSWORD: ${{ secrets.E2E_ADMIN_PASSWORD }}
       E2E_AWS_PROVIDER_ACCOUNT_ID: ${{ secrets.E2E_AWS_PROVIDER_ACCOUNT_ID }}
@@ -77,6 +78,14 @@ jobs:
       E2E_ALIBABACLOUD_ACCESS_KEY_ID: ${{ secrets.E2E_ALIBABACLOUD_ACCESS_KEY_ID }}
       E2E_ALIBABACLOUD_ACCESS_KEY_SECRET: ${{ secrets.E2E_ALIBABACLOUD_ACCESS_KEY_SECRET }}
       E2E_ALIBABACLOUD_ROLE_ARN: ${{ secrets.E2E_ALIBABACLOUD_ROLE_ARN }}
+      E2E_OKTA_DOMAIN: ${{ secrets.E2E_OKTA_DOMAIN }}
+      E2E_OKTA_CLIENT_ID: ${{ secrets.E2E_OKTA_CLIENT_ID }}
+      E2E_OKTA_BASE64_PRIVATE_KEY: ${{ secrets.E2E_OKTA_BASE64_PRIVATE_KEY }}
+      E2E_GOOGLEWORKSPACE_CUSTOMER_ID: ${{ secrets.E2E_GOOGLEWORKSPACE_CUSTOMER_ID }}
+      E2E_GOOGLEWORKSPACE_SERVICE_ACCOUNT_JSON: ${{ secrets.E2E_GOOGLEWORKSPACE_SERVICE_ACCOUNT_JSON }}
+      E2E_GOOGLEWORKSPACE_DELEGATED_USER: ${{ secrets.E2E_GOOGLEWORKSPACE_DELEGATED_USER }}
+      E2E_VERCEL_TEAM_ID: ${{ secrets.E2E_VERCEL_TEAM_ID }}
+      E2E_VERCEL_API_TOKEN: ${{ secrets.E2E_VERCEL_API_TOKEN }}
       # Pass E2E paths from impact analysis
       E2E_TEST_PATHS: ${{ needs.impact-analysis.outputs.ui-e2e }}
       RUN_ALL_TESTS: ${{ needs.impact-analysis.outputs.run-all }}
@@ -85,7 +94,7 @@ jobs:
 
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
@@ -134,7 +143,17 @@ jobs:
         # docker-compose.yml references prowlercloud/prowler-api:latest from the registry,
         # which lags behind PR changes; build locally so E2E exercises the API image
         # produced by this PR.
-        run: docker build -t prowlercloud/prowler-api:latest ./api
+        #
+        # The image installs the SDK from git@master (api/uv.lock), so a PR changing BOTH the SDK
+        # and the API would run against the OLD SDK and crash on startup. Overlay the checkout's
+        # SDK source so both run together. New SDK dependencies still need an api/uv.lock bump.
+        run: |
+          docker build -t prowlercloud/prowler-api:pr-base ./api
+          docker build -t prowlercloud/prowler-api:latest -f - prowler <<'DOCKERFILE'
+          FROM prowlercloud/prowler-api:pr-base
+          RUN rm -rf /home/prowler/.venv/lib/python3.12/site-packages/prowler
+          COPY --chown=prowler:prowler . /home/prowler/.venv/lib/python3.12/site-packages/prowler
+          DOCKERFILE
 
       - name: Start API services
         run: |
@@ -147,7 +166,7 @@ jobs:
           timeout=150
           elapsed=0
           while [ $elapsed -lt $timeout ]; do
-            if curl -s ${NEXT_PUBLIC_API_BASE_URL}/docs >/dev/null 2>&1; then
+            if curl -s ${UI_API_BASE_URL}/docs >/dev/null 2>&1; then
               echo "Prowler API is ready!"
               exit 0
             fi
@@ -172,7 +191,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
         with:
-          node-version: '24.13.0'
+          node-version-file: 'ui/.nvmrc'
 
       - name: Setup pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
@@ -184,7 +203,7 @@ jobs:
         run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
 
       - name: Setup pnpm and Next.js cache
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
         with:
           path: |
             ${{ env.STORE_PATH }}
@@ -204,7 +223,7 @@ jobs:
         run: pnpm run build
 
       - name: Cache Playwright browsers
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
         id: playwright-cache
         with:
           path: ~/.cache/ms-playwright
@@ -295,7 +314,7 @@ jobs:
       contents: read
     steps:
       - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 

.github/workflows/ui-security.yml

@@ -15,12 +15,6 @@ on:
     branches:
       - 'master'
       - 'v5.*'
-    paths:
-      - 'ui/package.json'
-      - 'ui/pnpm-lock.yaml'
-      - '.github/workflows/ui-security.yml'
-      - '.github/actions/osv-scanner/**'
-      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -30,7 +24,6 @@ permissions: {}
 
 jobs:
   ui-security-scans:
-    if: github.repository == 'prowler-cloud/prowler'
     runs-on: ubuntu-latest
     timeout-minutes: 15
     permissions:
@@ -39,7 +32,7 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
@@ -59,7 +52,7 @@ jobs:
 
       - name: Check for UI dependency changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ui/package.json

.github/workflows/ui-tests.yml

@@ -16,7 +16,6 @@ concurrency:
 
 env:
   UI_WORKING_DIR: ./ui
-  NODE_VERSION: "24.13.0"
 
 permissions: {}
 
@@ -32,14 +31,18 @@ jobs:
 
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: block
           allowed-endpoints: >
             github.com:443
             registry.npmjs.org:443
+            nodejs.org:443
             fonts.googleapis.com:443
             fonts.gstatic.com:443
+            api.iconify.design:443
+            api.simplesvg.com:443
+            api.unisvg.com:443
             api.github.com:443
             release-assets.githubusercontent.com:443
             cdn.playwright.dev:443
@@ -54,7 +57,7 @@ jobs:
 
       - name: Check for UI changes
         id: check-changes
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ui/**
@@ -67,7 +70,7 @@ jobs:
       - name: Get changed source files for targeted tests
         id: changed-source
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ui/**/*.ts
@@ -83,7 +86,7 @@ jobs:
       - name: Check for critical path changes (run all tests)
         id: critical-changes
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
         with:
           files: |
             ui/lib/**
@@ -93,11 +96,11 @@ jobs:
             ui/vitest.config.ts
             ui/vitest.setup.ts
 
-      - name: Setup Node.js ${{ env.NODE_VERSION }}
+      - name: Setup Node.js
         if: steps.check-changes.outputs.any_changed == 'true'
         uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
         with:
-          node-version: ${{ env.NODE_VERSION }}
+          node-version-file: 'ui/.nvmrc'
 
       - name: Setup pnpm
         if: steps.check-changes.outputs.any_changed == 'true'
@@ -113,7 +116,7 @@ jobs:
 
       - name: Setup pnpm and Next.js cache
         if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
         with:
           path: |
             ${{ env.STORE_PATH }}
@@ -132,6 +135,10 @@ jobs:
         if: steps.check-changes.outputs.any_changed == 'true'
         run: pnpm run healthcheck
 
+      - name: Check product-tour alignment
+        if: steps.check-changes.outputs.any_changed == 'true'
+        run: pnpm run tour:check
+
       - name: Run pnpm audit
         if: steps.check-changes.outputs.any_changed == 'true'
         run: pnpm run audit
@@ -162,7 +169,7 @@ jobs:
       - name: Cache Playwright browsers
         if: steps.check-changes.outputs.any_changed == 'true'
         id: playwright-cache
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
         with:
           path: ~/.cache/ms-playwright
           key: ${{ runner.os }}-playwright-chromium-${{ hashFiles('ui/pnpm-lock.yaml') }}

.gitignore

@@ -60,7 +60,6 @@ htmlcov/
 **/mcp-config.json
 **/mcpServers.json
 .mcp/
-.mcp.json
 
 # AI Coding Assistants - Cursor
 .cursorignore
@@ -170,3 +169,7 @@ GEMINI.md
 
 # Claude Code
 .claude/*
+
+# Docker
+docker-compose.override.yml
+docker-compose-dev.override.yml

.markdownlint.json

@@ -0,0 +1,10 @@
+{
+  "extends": "markdownlint/style/prettier",
+  "first-line-h1": false,
+  "no-duplicate-heading": {
+    "siblings_only": true
+  },
+  "no-inline-html": false,
+  "line-length": false,
+  "no-bare-urls": false
+}

.markdownlintignore

@@ -0,0 +1,16 @@
+node_modules/
+ui/node_modules/
+.git/
+.venv/
+**/.venv/
+dist/
+build/
+htmlcov/
+.next/
+ui/.next/
+ui/out/
+contrib/
+
+# Auto-generated content (keepachangelog format legitimately repeats section headings).
+# Revisit with the team — see beads task on markdownlint rule triage.
+**/CHANGELOG.md

.pre-commit-config.yaml

@@ -7,6 +7,10 @@
 #   P50 — dependency validation
 
 default_install_hook_types: [pre-commit]
+# Hooks run on commit only by default;
+# NOTE: default_stages does NOT override a hook's manifest stages, so fixers shipping pre-push in their
+# manifest need an explicit stages: ["pre-commit"] below to stay off push.
+default_stages: [pre-commit]
 
 repos:
   ## GENERAL (prek built-in — no external repo needed)
@@ -21,13 +25,16 @@ repos:
       - id: check-json
         priority: 10
       - id: end-of-file-fixer
+        stages: ["pre-commit"]
         priority: 0
       - id: trailing-whitespace
+        stages: ["pre-commit"]
         priority: 0
       - id: no-commit-to-branch
         priority: 10
       - id: pretty-format-json
         args: ["--autofix", --no-sort-keys, --no-ensure-ascii]
+        stages: ["pre-commit"]
         priority: 10
 
   ## TOML
@@ -49,6 +56,14 @@ repos:
         files: ^\.github/(workflows|actions)/.+\.ya?ml$|^\.github/dependabot\.ya?ml$
         priority: 30
 
+  ## RENOVATE
+  - repo: https://github.com/renovatebot/pre-commit-hooks
+    rev: 43.150.0
+    hooks:
+      - id: renovate-config-validator
+        files: ^\.github/renovate\.json$
+        priority: 10
+
   ## BASH
   - repo: https://github.com/koalaman/shellcheck-precommit
     rev: v0.11.0
@@ -74,6 +89,7 @@ repos:
         name: "SDK - isort"
         files: { glob: ["{prowler,tests,dashboard,util,scripts}/**/*.py"] }
         args: ["--profile", "black"]
+        stages: ["pre-commit"]
         priority: 20
 
   - repo: https://github.com/psf/black
@@ -94,17 +110,36 @@ repos:
         priority: 30
 
   ## PYTHON — API + MCP Server (ruff)
-  - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.11
+  # Run ruff through `uv run` against each project so prek uses the exact ruff
+  # version pinned in that project's uv.lock — the same version GitHub Actions
+  # runs via `uv run ruff`. This removes the drift between the local hooks and
+  # CI. api/ and mcp_server/ are separate uv projects, so they need separate
+  # hooks (each `uv run --project` resolves its own pinned ruff + config).
+  - repo: local
     hooks:
-      - id: ruff
-        name: "API + MCP - ruff check"
-        files: { glob: ["{api,mcp_server}/**/*.py"] }
-        args: ["--fix"]
+      - id: ruff-check-api
+        name: "API - ruff check"
+        entry: uv run --project ./api ruff check --fix
+        language: system
+        files: { glob: ["api/**/*.py"] }
         priority: 30
-      - id: ruff-format
-        name: "API + MCP - ruff format"
-        files: { glob: ["{api,mcp_server}/**/*.py"] }
+      - id: ruff-format-api
+        name: "API - ruff format"
+        entry: uv run --project ./api ruff format
+        language: system
+        files: { glob: ["api/**/*.py"] }
+        priority: 20
+      - id: ruff-check-mcp
+        name: "MCP - ruff check"
+        entry: uv run --project ./mcp_server ruff check --fix
+        language: system
+        files: { glob: ["mcp_server/**/*.py"] }
+        priority: 30
+      - id: ruff-format-mcp
+        name: "MCP - ruff format"
+        entry: uv run --project ./mcp_server ruff format
+        language: system
+        files: { glob: ["mcp_server/**/*.py"] }
         priority: 20
 
   ## PYTHON — uv (API + SDK)
@@ -125,6 +160,13 @@ repos:
         pass_filenames: false
         priority: 50
 
+  ## MARKDOWN
+  - repo: https://github.com/igorshubovych/markdownlint-cli
+    rev: v0.45.0
+    hooks:
+      - id: markdownlint
+        priority: 30
+
   ## CONTAINERS
   - repo: https://github.com/hadolint/hadolint
     rev: v2.14.0

.trivyignore

@@ -0,0 +1,98 @@
+# Trivy ignore file for prowlercloud/prowler SDK container image.
+# Each entry below documents (a) the affected package and why it ships in the
+# image, (b) why the CVE is not exploitable in Prowler's runtime, and (c) the
+# upstream fix status. Entries carry an expiry so they auto-force re-review.
+# Entries are scoped per-package so suppressions cannot drift onto unrelated
+# packages that may be assigned the same CVE in the future.
+#
+# Scanned by: .github/actions/trivy-scan via .github/workflows/sdk-container-checks.yml
+
+# CVE-2026-42496 — perl-archive-tar path traversal via crafted symlinks.
+# CVE-2026-8376  — perl heap buffer overflow when compiling regex.
+# Packages: perl, perl-base, perl-modules-5.36, libperl5.36.
+# Why ignored: perl-base is part of Debian's "Essential: yes" set; it cannot be
+# removed without breaking dpkg. The Prowler SDK does not invoke perl at runtime;
+# neither vulnerable code path (Archive::Tar parsing or regex compilation of
+# attacker-controlled input) is reachable from Prowler. No Debian bookworm fix
+# is available yet.
+CVE-2026-42496 pkg:perl exp:2026-07-15
+CVE-2026-42496 pkg:perl-base exp:2026-07-15
+CVE-2026-42496 pkg:perl-modules-5.36 exp:2026-07-15
+CVE-2026-42496 pkg:libperl5.36 exp:2026-07-15
+CVE-2026-8376 pkg:perl exp:2026-07-15
+CVE-2026-8376 pkg:perl-base exp:2026-07-15
+CVE-2026-8376 pkg:perl-modules-5.36 exp:2026-07-15
+CVE-2026-8376 pkg:libperl5.36 exp:2026-07-15
+
+# CVE-2025-7458 — SQLite integer overflow.
+# Package: libsqlite3-0.
+# Why ignored: transitive dependency of CPython's stdlib sqlite3 module. The
+# Prowler SDK does not open user-supplied SQLite databases; SQLite usage is
+# internal and bounded. No Debian bookworm fix is available.
+CVE-2025-7458 pkg:libsqlite3-0 exp:2026-07-15
+
+# CVE-2026-43185 — Linux kernel ksmbd signedness bug.
+# Package: linux-libc-dev.
+# Why ignored: linux-libc-dev ships kernel headers for build-time compilation,
+# not a running kernel. Containers execute against the host kernel, so these
+# headers are inert at runtime. The upstream fix landed in kernel 7.0-rc2 and
+# has not been backported to Debian's 6.1 LTS line.
+CVE-2026-43185 pkg:linux-libc-dev exp:2026-07-15
+
+# CVE-2023-45853 — zlib MiniZip integer overflow / heap overflow in
+# zipOpenNewFileInZip4_64.
+# Packages: zlib1g, zlib1g-dev.
+# Why ignored: Debian Security Tracker status for bookworm is <ignored>, with
+# the published rationale "contrib/minizip not built and src:zlib not producing
+# binary packages" — i.e. the vulnerable symbol is not present in the libz.so
+# shipped by Debian. Real-not-affected, not unpatched. Upstream fix is in
+# zlib 1.3.1, available in Debian trixie (13); migrating the base image would
+# clear it fully.
+# Ref: https://security-tracker.debian.org/tracker/CVE-2023-45853
+CVE-2023-45853 pkg:zlib1g exp:2026-07-15
+CVE-2023-45853 pkg:zlib1g-dev exp:2026-07-15
+
+# CVE-2026-55200 — libssh2 out-of-bounds write in ssh2_transport_read() due to
+# an unchecked packet_length field in transport.c (heap corruption, possible RCE).
+# Package: libssh2-1.
+# Why ignored: libssh2-1 is pulled in only as a transitive dependency of libcurl4
+# (installed in the SDK Dockerfile for the networking/PowerShell stack). The
+# vulnerable path is reached exclusively when libssh2 acts as an SSH/SCP/SFTP
+# client parsing transport packets from a server. Prowler never uses libcurl's
+# SSH/SCP/SFTP transports; it talks to cloud provider HTTPS endpoints only, so the
+# affected code is unreachable at runtime. Fixed upstream in libssh2 commit
+# 97acf3df (PR #2052); no Debian bookworm fix is available yet.
+# Ref: https://security-tracker.debian.org/tracker/CVE-2026-55200
+CVE-2026-55200 pkg:libssh2-1 exp:2026-07-15
+
+# --- API container image (api/Dockerfile) ---
+# The entries below are specific to the Prowler API image, which ships
+# PowerShell and additional build tooling on top of the same bookworm base.
+
+# CVE-2026-7210 — CPython/Expat hash-flooding denial of service in
+# `xml.parsers.expat` and `xml.etree.ElementTree`.
+# Packages: the Debian system Python 3.11 (python3.11*, libpython3.11*).
+# Why ignored: the API runs under the Python 3.12 interpreter shipped in its
+# `.venv`; the system `python3.11` is only present because `python3-dev` is
+# pulled in to compile native extensions (xmlsec, lxml) and is never executed
+# at runtime. The vulnerable path requires parsing attacker-controlled XML with
+# the affected interpreter, which Prowler does not do with the system Python.
+# Full mitigation also needs libexpat >= 2.8.0; no Debian bookworm fix yet.
+CVE-2026-7210 pkg:python3.11 exp:2026-07-15
+CVE-2026-7210 pkg:python3.11-dev exp:2026-07-15
+CVE-2026-7210 pkg:python3.11-minimal exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11 exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-dev exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-minimal exp:2026-07-15
+CVE-2026-7210 pkg:libpython3.11-stdlib exp:2026-07-15
+
+# CVE-2026-33278 — Unbound DNSSEC validator use-after-free (DoS, possible RCE).
+# CVE-2026-42960 — Unbound DNS cache poisoning via promiscuous additional records.
+# Package: libunbound8.
+# Why ignored: libunbound8 is a transitive apt dependency of the TLS/networking
+# stack (GnuTLS DANE support); only the shared library ships in the image. Both
+# vulnerabilities require operating a live Unbound recursive DNSSEC validator
+# that processes attacker-influenced DNS responses. Prowler never starts an
+# Unbound resolver, so neither code path is reachable. No Debian bookworm fix yet.
+CVE-2026-33278 pkg:libunbound8 exp:2026-07-15
+CVE-2026-42960 pkg:libunbound8 exp:2026-07-15

.worktreeinclude

@@ -1,2 +1,3 @@
 .envrc
 ui/.env.local
+openspec/

AGENTS.md

@@ -11,6 +11,7 @@
 Use these skills for detailed patterns on-demand:
 
 ### Generic Skills (Any Project)
+
 | Skill | Description | URL |
 |-------|-------------|-----|
 | `typescript` | Const types, flat interfaces, utility types | [SKILL.md](skills/typescript/SKILL.md) |
@@ -28,6 +29,7 @@ Use these skills for detailed patterns on-demand:
 | `tdd` | Test-Driven Development workflow | [SKILL.md](skills/tdd/SKILL.md) |
 
 ### Prowler-Specific Skills
+
 | Skill | Description | URL |
 |-------|-------------|-----|
 | `prowler` | Project overview, component navigation | [SKILL.md](skills/prowler/SKILL.md) |
@@ -49,6 +51,7 @@ Use these skills for detailed patterns on-demand:
 | `django-migration-psql` | Django migration best practices for PostgreSQL | [SKILL.md](skills/django-migration-psql/SKILL.md) |
 | `postgresql-indexing` | PostgreSQL indexing, EXPLAIN, monitoring, maintenance | [SKILL.md](skills/postgresql-indexing/SKILL.md) |
 | `prowler-attack-paths-query` | Create Attack Paths openCypher queries | [SKILL.md](skills/prowler-attack-paths-query/SKILL.md) |
+| `prowler-tour` | Keep product-tour definitions aligned with the UI | [SKILL.md](skills/prowler-tour/SKILL.md) |
 | `gh-aw` | GitHub Agentic Workflows (gh-aw) | [SKILL.md](skills/gh-aw/SKILL.md) |
 | `skill-creator` | Create new AI agent skills | [SKILL.md](skills/skill-creator/SKILL.md) |
 
@@ -65,10 +68,12 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Adding new providers | `prowler-provider` |
 | Adding privilege escalation detection queries | `prowler-attack-paths-query` |
 | Adding services to existing providers | `prowler-provider` |
+| Adding, updating, or removing a tour definition (*.tour.ts) | `prowler-tour` |
 | After creating/modifying a skill | `skill-sync` |
 | App Router / Server Actions | `nextjs-16` |
 | Auditing check-to-requirement mappings as a cloud auditor | `prowler-compliance` |
 | Building AI chat features | `ai-sdk-5` |
+| Changing button labels or section headings on a tour-covered page | `prowler-tour` |
 | Committing changes | `prowler-commit` |
 | Configuring MCP servers in agentic workflows | `gh-aw` |
 | Create PR that requires changelog entry | `prowler-changelog` |
@@ -87,6 +92,7 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Creating/updating compliance frameworks | `prowler-compliance` |
 | Debug why a GitHub Actions job is failing | `prowler-ci` |
 | Debugging gh-aw compilation errors | `gh-aw` |
+| Editing a UI file containing data-tour-id attributes | `prowler-tour` |
 | Fill .github/pull_request_template.md (Context/Description/Steps to review/Checklist) | `prowler-pr` |
 | Fixing bug | `tdd` |
 | Fixing compliance JSON bugs (duplicate IDs, empty Section, stale refs) | `prowler-compliance` |
@@ -103,9 +109,12 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Modifying gh-aw workflow frontmatter or safe-outputs | `gh-aw` |
 | Refactoring code | `tdd` |
 | Regenerate AGENTS.md Auto-invoke tables (sync.sh) | `skill-sync` |
+| Renaming or removing a data-tour-id attribute value | `prowler-tour` |
+| Restructuring routes or layouts covered by a tour | `prowler-tour` |
 | Review PR requirements: template, title conventions, changelog gate | `prowler-pr` |
 | Review changelog format and conventions | `prowler-changelog` |
 | Reviewing JSON:API compliance | `jsonapi` |
+| Reviewing Prowler UI components | `prowler-ui` |
 | Reviewing compliance framework PRs | `prowler-compliance-review` |
 | Running makemigrations or pgmakemigrations | `django-migration-psql` |
 | Syncing compliance framework with upstream catalog | `prowler-compliance` |

CONTRIBUTING.md

@@ -1,4 +1,4 @@
-# Do you want to learn on how to...
+# Do you want to learn on how to
 
 - [Contribute with your code or fixes to Prowler](https://docs.prowler.com/developer-guide/introduction)
 - [Create a new provider](https://docs.prowler.com/developer-guide/provider)
@@ -32,5 +32,6 @@ Provider-specific developer notes:
 
 Want some swag as appreciation for your contribution?
 
-# Prowler Developer Guide
-https://goto.prowler.com/devguide
+## Prowler Developer Guide
+
+<https://goto.prowler.com/devguide>

Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.12.11-slim-bookworm@sha256:519591d6871b7bc437060736b9f7456b8731f1499a57e22e6c285135ae657bf7 AS build
+FROM python:3.12.13-slim-bookworm@sha256:8a7e7cc04fd3e2bd787f7f24e22d5d119aa590d429b50c95dfe12b3abe52f48b AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/prowler"
 LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
@@ -6,7 +6,7 @@ LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
 ARG POWERSHELL_VERSION=7.5.0
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 
-ARG TRIVY_VERSION=0.70.0
+ARG TRIVY_VERSION=0.71.2
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1
@@ -76,11 +76,11 @@ USER prowler
 WORKDIR /home/prowler
 
 # Copy necessary files
-COPY prowler/  /home/prowler/prowler/
-COPY dashboard/ /home/prowler/dashboard/
-COPY pyproject.toml uv.lock /home/prowler/
-COPY README.md /home/prowler/
-COPY prowler/providers/m365/lib/powershell/m365_powershell.py /home/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py
+COPY --chown=prowler:prowler prowler/  /home/prowler/prowler/
+COPY --chown=prowler:prowler dashboard/ /home/prowler/dashboard/
+COPY --chown=prowler:prowler pyproject.toml uv.lock /home/prowler/
+COPY --chown=prowler:prowler README.md /home/prowler/
+COPY --chown=prowler:prowler prowler/providers/m365/lib/powershell/m365_powershell.py /home/prowler/prowler/providers/m365/lib/powershell/m365_powershell.py
 
 # Install Python dependencies
 ENV HOME='/home/prowler'
@@ -89,15 +89,27 @@ ENV PATH="${HOME}/.local/bin:${PATH}"
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir uv==0.11.14
 
-RUN uv sync --compile-bytecode && \
+RUN uv sync --locked --compile-bytecode && \
     rm -rf ~/.cache/uv
 
 # Install PowerShell modules
 RUN .venv/bin/python prowler/providers/m365/lib/powershell/m365_powershell.py
 
+USER root
+
+# Remove build-only packages from the final image after Python dependencies are installed.
+RUN apt-get purge -y --auto-remove \
+    build-essential \
+    pkg-config \
+    libzstd-dev \
+    zlib1g-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+USER prowler
+
 # Remove deprecated dash dependencies
 RUN pip uninstall dash-html-components -y && \
     pip uninstall dash-core-components -y
 
 USER prowler
-ENTRYPOINT [".venv/bin/prowler"]
+ENTRYPOINT ["/home/prowler/.venv/bin/prowler"]

Makefile

@@ -1,5 +1,34 @@
 .DEFAULT_GOAL:=help
 
+DEV_LOCAL := ./scripts/development/dev-local.sh
+
+.PHONY: dev dev-setup dev-attach dev-launch dev-stop dev-clean dev-wipe dev-status
+
+##@ Local Development
+dev: ## Start local API, worker, and database logs
+	$(DEV_LOCAL) all
+
+dev-setup: ## Bootstrap local dependencies, migrations, and fixtures
+	$(DEV_LOCAL) setup
+
+dev-attach: ## Attach to the local tmux development session
+	$(DEV_LOCAL) attach
+
+dev-launch: ## Start the local stack on fixed ports and attach
+	$(DEV_LOCAL) launch
+
+dev-stop: ## Stop the local tmux session and containers
+	$(DEV_LOCAL) kill
+
+dev-clean: ## Remove stopped local development containers
+	$(DEV_LOCAL) clean
+
+dev-wipe: ## Stop everything and delete local development data
+	$(DEV_LOCAL) wipe
+
+dev-status: ## Show local development container status
+	$(DEV_LOCAL) status
+
 ##@ Testing
 test:   ## Test with pytest
 	rm -rf .coverage && \
@@ -16,18 +45,41 @@ coverage-html: ## Show Test Coverage
 	coverage html && \
 	open htmlcov/index.html
 
-##@ Linting
-format: ## Format Code
-	@echo "Running black..."
-	black .
+##@ Code Quality
+# `make` is the single entrypoint and mirrors CI exactly (uv run + same flags):
+#   SDK (prowler/, util/) -> flake8 + black + pylint
+#   API & MCP server      -> ruff (rules live in each project's pyproject.toml)
+# `format` applies fixes (incl. ruff's import/upgrade autofixes); `lint` only
+# verifies and is what CI gates on.
+.PHONY: format format-sdk format-api format-mcp lint lint-sdk lint-api lint-mcp
 
-lint: ## Lint Code
-	@echo "Running flake8..."
-	flake8 . --ignore=E266,W503,E203,E501,W605,E128 --exclude .venv,contrib
-	@echo "Running black... "
-	black --check .
-	@echo "Running pylint..."
-	pylint --disable=W,C,R,E -j 0 prowler util
+format: format-sdk format-api format-mcp ## Format & autofix all components (SDK, API, MCP)
+
+lint: lint-sdk lint-api lint-mcp ## Lint all components (SDK, API, MCP) — mirrors CI
+
+format-sdk: ## Format SDK code (black)
+	uv run black --exclude "\.venv|api|ui|skills|mcp_server" .
+
+lint-sdk: ## Lint SDK code (flake8, black --check, pylint)
+	uv run flake8 . --ignore=E266,W503,E203,E501,W605,E128 --exclude .venv,contrib,ui,api,skills,mcp_server
+	uv run black --exclude "\.venv|api|ui|skills|mcp_server" --check .
+	uv run pylint --disable=W,C,R,E -j 0 -rn -sn prowler/
+
+format-api: ## Format & autofix API code (ruff)
+	cd api && uv run ruff check . --exclude contrib --fix
+	cd api && uv run ruff format . --exclude contrib
+
+lint-api: ## Lint API code (ruff check + format --check)
+	cd api && uv run ruff check . --exclude contrib
+	cd api && uv run ruff format --check . --exclude contrib
+
+format-mcp: ## Format & autofix MCP server code (ruff)
+	cd mcp_server && uv run ruff check . --fix
+	cd mcp_server && uv run ruff format .
+
+lint-mcp: ## Lint MCP server code (ruff check + format --check)
+	cd mcp_server && uv run ruff check .
+	cd mcp_server && uv run ruff format --check .
 
 ##@ PyPI
 pypi-clean: ## Delete the distribution files

README.md

@@ -1,6 +1,6 @@
 <p align="center">
-  <img align="center" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-black.png#gh-light-mode-only" width="50%" height="50%">
-  <img align="center" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-white.png#gh-dark-mode-only" width="50%" height="50%">
+  <img align="center" alt="Prowler logo" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-black.png#gh-light-mode-only" width="50%" height="50%">
+  <img align="center" alt="Prowler logo" src="https://github.com/prowler-cloud/prowler/blob/master/docs/img/prowler-logo-white.png#gh-dark-mode-only" width="50%" height="50%">
 </p>
 <p align="center">
   <b><i>Prowler</b> is the Open Cloud Security Platform trusted by thousands to automate security and compliance in any cloud environment. With hundreds of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
@@ -22,8 +22,8 @@
   <a href="https://pypistats.org/packages/prowler"><img alt="PyPI Downloads" src="https://img.shields.io/pypi/dw/prowler.svg?label=downloads"></a>
   <a href="https://hub.docker.com/r/toniblyx/prowler"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/toniblyx/prowler"></a>
   <a href="https://gallery.ecr.aws/prowler-cloud/prowler"><img width="120" height=19" alt="AWS ECR Gallery" src="https://user-images.githubusercontent.com/3985464/151531396-b6535a68-c907-44eb-95a1-a09508178616.png"></a>
-  <a href="https://codecov.io/gh/prowler-cloud/prowler"><img src="https://codecov.io/gh/prowler-cloud/prowler/graph/badge.svg?token=OflBGsdpDl"/></a>
-  <a href="https://insights.linuxfoundation.org/project/prowler-cloud-prowler"><img src="https://insights.linuxfoundation.org/api/badge/health-score?project=prowler-cloud-prowler"/></a>
+  <a href="https://codecov.io/gh/prowler-cloud/prowler"><img alt="Codecov coverage" src="https://codecov.io/gh/prowler-cloud/prowler/graph/badge.svg?token=OflBGsdpDl"/></a>
+  <a href="https://insights.linuxfoundation.org/project/prowler-cloud-prowler"><img alt="Linux Foundation insights health score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=prowler-cloud-prowler"/></a>
 </p>
 <p align="center">
     <a href="https://github.com/prowler-cloud/prowler/releases"><img alt="Version" src="https://img.shields.io/github/v/release/prowler-cloud/prowler"></a>
@@ -36,7 +36,7 @@
 </p>
 <hr>
 <p align="center">
-  <img align="center" src="/docs/img/prowler-cloud.gif" width="100%" height="100%">
+  <img align="center" alt="Prowler Cloud demo" src="/docs/img/prowler-cloud.gif" width="100%" height="100%">
 </p>
 
 # Description
@@ -83,16 +83,35 @@ prowler dashboard
 
 ## Attack Paths
 
-Attack Paths automatically extends every completed AWS scan with a Neo4j graph that combines Cartography's cloud inventory with Prowler findings. The feature runs in the API worker after each scan and therefore requires:
+Attack Paths automatically extends every completed AWS scan with a graph that combines Cartography's cloud inventory with Prowler findings. The feature runs in the API worker after each scan.
 
-- An accessible Neo4j instance (the Docker Compose files already ships a `neo4j` service).
-- The following environment variables so Django and Celery can connect:
+Two graph backends are supported as the long-lived sink:
 
-  | Variable | Description | Default |
-  | --- | --- | --- |
-  | `NEO4J_HOST` | Hostname used by the API containers. | `neo4j` |
-  | `NEO4J_PORT` | Bolt port exposed by Neo4j. | `7687` |
-  | `NEO4J_USER` / `NEO4J_PASSWORD` | Credentials with rights to create per-tenant databases. | `neo4j` / `neo4j_password` |
+- **Neo4j** (default; the Docker Compose files already ship a `neo4j` service).
+- **Amazon Neptune** (cloud-managed; opt-in).
+
+Select the sink with `ATTACK_PATHS_SINK_DATABASE` (`neo4j` or `neptune`; default `neo4j`).
+
+> Note: Cartography ingestion always uses a temporary Neo4j database, regardless of the configured sink. The `NEO4J_*` variables below must remain set even when `ATTACK_PATHS_SINK_DATABASE=neptune`.
+
+### Neo4j sink
+
+| Variable | Description | Default |
+| --- | --- | --- |
+| `NEO4J_HOST` | Hostname used by the API containers. | `neo4j` |
+| `NEO4J_PORT` | Bolt port exposed by Neo4j. | `7687` |
+| `NEO4J_USER` / `NEO4J_PASSWORD` | Credentials with rights to create per-tenant databases. | `neo4j` / `neo4j_password` |
+
+### Neptune sink
+
+| Variable | Description | Default |
+| --- | --- | --- |
+| `NEPTUNE_WRITER_ENDPOINT` | Bolt host for the Neptune writer instance. Required when sink is `neptune`. | _empty_ |
+| `NEPTUNE_READER_ENDPOINT` | Optional reader endpoint for read-only queries. Falls back to the writer when unset. | _empty_ |
+| `NEPTUNE_PORT` | Bolt port exposed by Neptune. | `8182` |
+| `AWS_REGION` | Region the Neptune cluster lives in. Required when sink is `neptune`. | _empty_ |
+
+Neptune authenticates with SigV4 using the standard boto3 credential chain. The worker's IAM role (or `AWS_ACCESS_KEY_ID` / `AWS_SECRET_ACCESS_KEY`) supplies the credentials. There is no Neptune password variable.
 
 Every AWS provider scan will enqueue an Attack Paths ingestion job automatically. Other cloud providers will be added in future iterations.
 
@@ -104,25 +123,27 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 
 | Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/compliance/) | [Categories](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/misc/#categories) | Support | Interface |
 |---|---|---|---|---|---|---|
-| AWS | 600 | 84 | 44 | 18 | Official | UI, API, CLI |
-| Azure | 167 | 22 | 19 | 16 | Official | UI, API, CLI |
-| GCP | 102 | 18 | 17 | 12 | Official | UI, API, CLI |
-| Kubernetes | 83 | 7 | 7 | 11 | Official | UI, API, CLI |
-| GitHub | 24 | 3 | 1 | 5 | Official | UI, API, CLI |
-| M365 | 102 | 10 | 4 | 10 | Official | UI, API, CLI |
-| OCI | 51 | 14 | 4 | 10 | Official | UI, API, CLI |
-| Alibaba Cloud | 63 | 9 | 4 | 9 | Official | UI, API, CLI |
-| Cloudflare | 29 | 3 | 0 | 5 | Official | UI, API, CLI |
+| AWS | 615 | 86 | 47 | 19 | Official | UI, API, CLI |
+| Azure | 190 | 22 | 21 | 16 | Official | UI, API, CLI |
+| GCP | 109 | 20 | 19 | 12 | Official | UI, API, CLI |
+| Kubernetes | 90 | 7 | 8 | 11 | Official | UI, API, CLI |
+| GitHub | 24 | 3 | 2 | 5 | Official | UI, API, CLI |
+| M365 | 109 | 10 | 6 | 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 |
 | IaC | [See `trivy` docs.](https://trivy.dev/latest/docs/coverage/iac/) | N/A | N/A | N/A | Official | UI, API, CLI |
-| MongoDB Atlas | 10 | 3 | 0 | 8 | Official | UI, API, CLI |
+| 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 | CLI, API |
-| Google Workspace | 39 | 5 | 2 | 5 | Official | UI, API, CLI |
-| OpenStack | 34 | 5 | 0 | 9 | Official | UI, API, CLI |
-| Vercel | 26 | 6 | 0 | 8 | Official | UI, API, CLI |
-| Okta | 1 | 1 | 0 | 1 | Official | CLI |
-| Scaleway [Contact us](https://prowler.com/contact) | 1 | 1 | 0 | 1 | Unofficial | CLI |
-| NHN | 6 | 2 | 1 | 0 | Unofficial | CLI |
+| Google Workspace | 65 | 11 | 3 | 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 |
+| Linode [Contact us](https://prowler.com/contact) | 10 | 3 | 1 | 4 | Unofficial | CLI |
+| Scaleway [Contact us](https://prowler.com/contact) | 1 | 1 | 1 | 1 | Unofficial | CLI |
+| StackIT [Contact us](https://prowler.com/contact) | 7 | 2 | 1 | 3 | Unofficial | CLI |
+| NHN | 6 | 2 | 2 | 0 | Unofficial | CLI |
 
 > [!Note]
 > The numbers in the table are updated periodically.
@@ -146,11 +167,13 @@ Prowler App offers flexible installation methods tailored to various environment
 
 ### Docker Compose
 
-**Requirements**
+#### Requirements
 
-* `Docker Compose` installed: https://docs.docker.com/compose/install/.
+- `Docker Compose` installed: https://docs.docker.com/compose/install/.
 
-**Commands**
+#### Commands
+
+_macOS/Linux:_
 
 ``` console
 VERSION=$(curl -s https://api.github.com/repos/prowler-cloud/prowler/releases/latest | jq -r .tag_name)
@@ -160,6 +183,16 @@ curl -sLO "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/${V
 docker compose up -d
 ```
 
+_Windows PowerShell:_
+
+``` powershell
+$VERSION = (Invoke-RestMethod -Uri "https://api.github.com/repos/prowler-cloud/prowler/releases/latest").tag_name
+Invoke-WebRequest -Uri "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/$VERSION/docker-compose.yml" -OutFile "docker-compose.yml"
+# Environment variables can be customized in the .env file. Using default values in production environments is not recommended.
+Invoke-WebRequest -Uri "https://raw.githubusercontent.com/prowler-cloud/prowler/refs/tags/$VERSION/.env" -OutFile ".env"
+docker compose up -d
+```
+
 > [!WARNING]
 > 🔒 For a secure setup, the API auto-generates a unique key pair, `DJANGO_TOKEN_SIGNING_KEY` and `DJANGO_TOKEN_VERIFYING_KEY`, and stores it in `~/.config/prowler-api` (non-container) or the bound Docker volume in `_data/api` (container). Never commit or reuse static/default keys. To rotate keys, delete the stored key files and restart the API.
 
@@ -175,14 +208,14 @@ You can find more information in the [Troubleshooting](./docs/troubleshooting.md
 
 ### From GitHub
 
-**Requirements**
+#### Requirements
 
-* `git` installed.
-* `uv` installed: [uv installation](https://docs.astral.sh/uv/getting-started/installation/).
-* `pnpm` installed: [pnpm installation](https://pnpm.io/installation).
-* `Docker Compose` installed: https://docs.docker.com/compose/install/.
+- `git` installed.
+- `uv` installed: [uv installation](https://docs.astral.sh/uv/getting-started/installation/).
+- `pnpm` installed: [pnpm installation](https://pnpm.io/installation).
+- `Docker Compose` installed: https://docs.docker.com/compose/install/.
 
-**Commands to run the API**
+#### Commands to run the API
 
 ``` console
 git clone https://github.com/prowler-cloud/prowler
@@ -199,7 +232,7 @@ gunicorn -c config/guniconf.py config.wsgi:application
 
 > After completing the setup, access the API documentation at http://localhost:8080/api/v1/docs.
 
-**Commands to run the API Worker**
+#### Commands to run the API Worker
 
 ``` console
 git clone https://github.com/prowler-cloud/prowler
@@ -212,7 +245,7 @@ cd src/backend
 python -m celery -A config.celery worker -l info -E
 ```
 
-**Commands to run the API Scheduler**
+#### Commands to run the API Scheduler
 
 ``` console
 git clone https://github.com/prowler-cloud/prowler
@@ -225,7 +258,7 @@ cd src/backend
 python -m celery -A config.celery beat -l info --scheduler django_celery_beat.schedulers:DatabaseScheduler
 ```
 
-**Commands to run the UI**
+#### Commands to run the UI
 
 ``` console
 git clone https://github.com/prowler-cloud/prowler
@@ -237,7 +270,7 @@ pnpm start
 
 > Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.
 
-**Pre-commit Hooks Setup**
+#### Pre-commit Hooks Setup
 
 Some pre-commit hooks require tools installed on your system:
 
@@ -257,14 +290,14 @@ prowler -v
 
 ### Containers
 
-**Available Versions of Prowler CLI**
+#### Available Versions of Prowler CLI
 
 The following versions of Prowler CLI are available, depending on your requirements:
 
 - `latest`: Synchronizes with the `master` branch. Note that this version is not stable.
 - `v4-latest`: Synchronizes with the `v4` branch. Note that this version is not stable.
 - `v3-latest`: Synchronizes with the `v3` branch. Note that this version is not stable.
-- `<x.y.z>` (release): Stable releases corresponding to specific versions. You can find the complete list of releases [here](https://github.com/prowler-cloud/prowler/releases).
+- `<x.y.z>` (release): Stable releases corresponding to specific versions. See the [complete list of Prowler releases](https://github.com/prowler-cloud/prowler/releases).
 - `stable`: Always points to the latest release.
 - `v4-stable`: Always points to the latest release for v4.
 - `v3-stable`: Always points to the latest release for v3.
@@ -293,7 +326,7 @@ python prowler-cli.py -v
 
 # 🛡️ GitHub Action
 
-The official **Prowler GitHub Action** runs Prowler scans in your GitHub workflows using the official [`prowlercloud/prowler`](https://hub.docker.com/r/prowlercloud/prowler) Docker image. Scans run on any [supported provider](https://docs.prowler.com/user-guide/providers/), with optional [`--push-to-cloud`](https://docs.prowler.com/user-guide/tutorials/prowler-app-import-findings) to send findings to Prowler Cloud and optional SARIF upload so findings show up in the repo's **Security → Code scanning** tab and as inline PR annotations.
+The official **Prowler GitHub Action** runs Prowler scans in your GitHub workflows using the official [`prowlercloud/prowler`](https://hub.docker.com/r/prowlercloud/prowler) Docker image. Scans run on any [supported provider](https://docs.prowler.com/user-guide/providers/), with optional [`--push-to-cloud`](https://docs.prowler.com/user-guide/tutorials/prowler-import-findings) to send findings to Prowler Cloud and optional SARIF upload so findings show up in the repo's **Security → Code scanning** tab and as inline PR annotations.
 
 ```yaml
 name: Prowler IaC Scan
@@ -338,7 +371,7 @@ Full configuration, per-provider authentication, and SARIF examples: [Prowler Gi
 
 ## Prowler CLI
 
-**Running Prowler**
+### Running Prowler
 
 Prowler can be executed across various environments, offering flexibility to meet your needs. It can be run from:
 

action.yml

@@ -22,7 +22,7 @@ inputs:
     required: false
     default: json-ocsf
   push-to-cloud:
-    description: Push scan findings to Prowler Cloud. Requires the PROWLER_CLOUD_API_KEY environment variable. See https://docs.prowler.com/user-guide/tutorials/prowler-app-import-findings#using-the-cli
+    description: Push scan findings to Prowler Cloud. Requires the PROWLER_CLOUD_API_KEY environment variable. See https://docs.prowler.com/user-guide/tutorials/prowler-import-findings#using-the-cli
     required: false
     default: "false"
   flags:
@@ -299,7 +299,7 @@ runs:
             echo ""
             echo "**Get started in 3 steps:**"
             echo "1. Create an account at [cloud.prowler.com](https://cloud.prowler.com)"
-            echo "2. Generate a Prowler Cloud API key ([docs](https://docs.prowler.com/user-guide/tutorials/prowler-app-import-findings#using-the-cli))"
+            echo "2. Generate a Prowler Cloud API key ([docs](https://docs.prowler.com/user-guide/tutorials/prowler-import-findings#using-the-cli))"
             echo "3. Add \`PROWLER_CLOUD_API_KEY\` to your GitHub secrets and set \`push-to-cloud: true\` on this action"
             echo ""
             echo "See [prowler.com/pricing](https://prowler.com/pricing) for plan details."

api/.env.example

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

api/AGENTS.md

@@ -10,7 +10,7 @@
 > - [`jsonapi`](../skills/jsonapi/SKILL.md) - Strict JSON:API v1.1 spec compliance
 > - [`pytest`](../skills/pytest/SKILL.md) - Generic pytest patterns
 
-### Auto-invoke Skills
+## Auto-invoke Skills
 
 When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 
@@ -81,7 +81,7 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 ## DECISION TREES
 
 ### Serializer Selection
-```
+```text
 Read → <Model>Serializer
 Create → <Model>CreateSerializer
 Update → <Model>UpdateSerializer
@@ -89,7 +89,7 @@ Nested read → <Model>IncludeSerializer
 ```
 
 ### Task vs View
-```
+```text
 < 100ms → View
 > 100ms or external API → Celery task
 Needs retry → Celery task
@@ -105,7 +105,7 @@ Django 5.1.x | DRF 3.15.x | djangorestframework-jsonapi 7.x | Celery 5.4.x | Pos
 
 ## PROJECT STRUCTURE
 
-```
+```text
 api/src/backend/
 ├── api/                    # Main Django app
 │   ├── v1/                # API version 1 (views, serializers, urls)

api/CHANGELOG.md

@@ -2,6 +2,157 @@
 
 All notable changes to the **Prowler API** are documented in this file.
 
+## [1.33.0] (Prowler v5.32.0)
+
+### 🚀 Added
+
+- Timestamp precision support for `/api/v1/findings` `inserted_at` and `updated_at` filters [(#11754)](https://github.com/prowler-cloud/prowler/pull/11754)
+
+### 🔄 Changed
+
+- Attack Paths: AWS Neptune is now supported as a persistent sink database, selectable via `ATTACK_PATHS_SINK_DATABASE=neptune` (default `neo4j`), Cartography's (bumped to 0.138.1) per-scan ingest database stays on Neo4j [(#11524)](https://github.com/prowler-cloud/prowler/pull/11524)
+- Attack Paths: Scan task now checks the ingest Neo4j database and configured graph sink before starting graph ingestion [(#11743)](https://github.com/prowler-cloud/prowler/pull/11743)
+- Disable PowerShell telemetry in the API container image [(#11746)](https://github.com/prowler-cloud/prowler/pull/11746)
+
+### 🐞 Fixed
+
+- Attack Paths: Provider graph cleanup now deletes Neo4j and Neptune relationships in directed batches before deleting nodes [(#11755)](https://github.com/prowler-cloud/prowler/pull/11755)
+- `scan-perform` no longer reports an error when a provider is deleted during a running scan [(#11696)](https://github.com/prowler-cloud/prowler/pull/11696)
+
+
+---
+
+## [1.32.1] (Prowler v5.31.1)
+
+### 🐞 Fixed
+
+- API key auth no longer mutates `TenantAPIKey.objects` during admin DB lookups [(#11686)](https://github.com/prowler-cloud/prowler/pull/11686)
+
+---
+
+## [1.32.0] (Prowler v5.31.0)
+
+### 🚀 Added
+
+- Provider group filters for API endpoints that support cloud provider filtering, including exact and `__in` variants [(#11573)](https://github.com/prowler-cloud/prowler/pull/11573)
+- Provider filters for `GET /api/v1/compliance-overviews`, `/metadata`, and `/requirements`, using latest completed scans per matching provider [(#11587)](https://github.com/prowler-cloud/prowler/pull/11587)
+- Server-Sent Events (SSE) infrastructure for the API: a base viewset, a tenant-aware channel manager, and channel-name helpers backed by `django-eventstream` over Valkey Pub/Sub and served through the Gunicorn ASGI worker, so feature endpoints can stream events to clients over a single long-lived connection [(#11556)](https://github.com/prowler-cloud/prowler/pull/11556)
+- `DJANGO_CELERY_WORKER_CONCURRENCY` to configure Celery workers concurrency. Unset for default behaviour [(#11075)](https://github.com/prowler-cloud/prowler/pull/11075)
+
+### 🔄 Changed
+
+- Gunicorn worker timeout raised from the 30s default to 120s, so long-running requests are no longer killed prematurely [(#11631)](https://github.com/prowler-cloud/prowler/pull/11631)
+- Sentry now drops ASGI's `RequestAborted` errors from health-check probe disconnects on `/health/live` [(#11632)](https://github.com/prowler-cloud/prowler/pull/11632)
+- Gunicorn keep-alive timeout now exceeds the load balancer idle timeout, stopping 502s from reused connections [(#11647)](https://github.com/prowler-cloud/prowler/pull/11647)
+- API runs under the Uvicorn worker so keep-alive outlives the load balancer idle timeout, fixing Gunicorn's intermittent 502s [(#11663)](https://github.com/prowler-cloud/prowler/pull/11663)
+- SAML logins no longer wipe a user's roles when the IdP does not send the `userType` attribute; existing roles are kept, and when `userType` names a role that does not exist it is now created with read-only access (visibility over all providers, no management permissions) instead of no permissions at all [(#11520)](https://github.com/prowler-cloud/prowler/pull/11520)
+
+### 🐞 Fixed
+
+- Database connections no longer leak under the ASGI worker, which previously exhausted the read replica's connection slots and caused 500s on read endpoints [(#11640)](https://github.com/prowler-cloud/prowler/pull/11640)
+
+### 🔐 Security
+
+- `aiohttp` to 3.14.0 and `idna` to 3.15, patching known CVEs [(#11596)](https://github.com/prowler-cloud/prowler/pull/11596)
+- Container base image to `python:3.12.13-slim-bookworm` and `trivy` to 0.71.0, patching OS and Go module CVEs [(#11596)](https://github.com/prowler-cloud/prowler/pull/11596)
+- `trivy` binary bumped to 0.71.0 patching embedded `golang.org/x/crypto`, `golang.org/x/net`, and Go `stdlib` CVEs [(#11592)](https://github.com/prowler-cloud/prowler/pull/11592)
+
+---
+
+## [1.31.3] (Prowler v5.30.3)
+
+### 🔐 Security
+
+- SAML logins now link to an existing account only when the asserted email domain matches the ACS endpoint and the user is already a member of that domain's tenant, fixing a cross-tenant account takeover [(GHSA-h8m9-jgf8-vwvp)](https://github.com/prowler-cloud/prowler/security/advisories/GHSA-h8m9-jgf8-vwvp)
+
+---
+
+## [1.31.2] (Prowler v5.30.2)
+
+### 🔄 Changed
+
+- `scan-compliance-overviews` task now streams the findings aggregation and the requirement-row writes so it runs faster and its peak memory no longer grows with the number of regions and frameworks [(#11591)](https://github.com/prowler-cloud/prowler/pull/11591)
+
+---
+
+## [1.31.1] (Prowler v5.30.1)
+
+### 🐞 Fixed
+
+- `compliance-overviews/attributes` now resolves the provider from the scan, so multi-provider universal frameworks (e.g. CSA CCM) return the check IDs of the scan's provider and Azure/GCP requirement details show their findings instead of appearing empty [(#11546)](https://github.com/prowler-cloud/prowler/pull/11546)
+- Attack Paths: `drop_subgraph` now deletes relationships first and then nodes in batches, using less memory on Neo4j when clearing a dense provider graph [(#11557)](https://github.com/prowler-cloud/prowler/pull/11557)
+- OCI scans now use API key credentials with the configured region instead of falling back to `/home/prowler/.oci/config` [(#11558)](https://github.com/prowler-cloud/prowler/pull/11558)
+
+---
+
+## [1.31.0] (Prowler v5.30.0)
+
+### 🚀 Added
+
+- Opt-in automatic recovery of allowlisted idempotent background tasks whose worker died during a deploy or crash: when enabled via `DJANGO_TASK_RECOVERY_ENABLED` (off by default), stuck summary and deletion tasks are detected and re-run instead of staying pending forever (scan and Jira tasks are excluded), with a `reconcile_orphan_tasks` management command for on-demand recovery [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+- DORA compliance framework support [(#11131)](https://github.com/prowler-cloud/prowler/pull/11131)
+- Label Postgres connections with `application_name="<component>:<alias>"` (component injected per process via `DJANGO_APP_COMPONENT`) so connections are attributable by component in `pg_stat_activity` [(#11494)](https://github.com/prowler-cloud/prowler/pull/11494)
+- DISA Okta IDaaS STIG V1R2 compliance framework export support for the Okta provider [(#11428)](https://github.com/prowler-cloud/prowler/pull/11428)
+
+### 🔄 Changed
+
+- Allowlisted idempotent background tasks are no longer lost when a worker is stopped or crashes mid-task; tasks with external side effects are marked terminal instead of blindly re-running [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+
+### 🐞 Fixed
+
+- Workers now shut down gracefully on deploy or restart, finishing or re-queueing in-flight tasks instead of being force-killed and leaving them stuck [(#11416)](https://github.com/prowler-cloud/prowler/pull/11416)
+- Resource `name` is now stored and refreshed on every scan, so resources no longer keep an empty name [(#11476)](https://github.com/prowler-cloud/prowler/pull/11476)
+- Compliance catalog now warms in background during startup. `compliance-overviews/attributes` returns `503` while warming, so the first request after a deploy no longer trips the API timeout [(#11530)](https://github.com/prowler-cloud/prowler/pull/11530)
+
+### 🔐 Security
+
+- `dulwich` from 0.23.0 to 1.2.5 and `pyjwt` from 2.12.1 to 2.13.0, patching `GHSA-897w-fcg9-f6xj` (arbitrary file write) and `PYSEC-2026-179` (HMAC/JWK key confusion) [(#11499)](https://github.com/prowler-cloud/prowler/pull/11499)
+
+---
+
+## [1.30.3] (Prowler v5.29.3)
+
+### 🐞 Fixed
+
+- API startup no longer crashes when Neo4j is unreachable, as the Neo4j driver now connects lazily on first use rather than during app initialization [(#11491)](https://github.com/prowler-cloud/prowler/pull/11491)
+
+---
+
+## [1.30.1] (Prowler v5.29.1)
+
+### 🐞 Fixed
+
+- `GET /api/v1/findings` N+1 query loading `resources__tags` when listing findings [(#11420)](https://github.com/prowler-cloud/prowler/pull/11420)
+- Clean up the scan tmp output directory when `scan-report` fails so partial files do not accumulate and fill the worker disk (`No space left on device`) [(#11421)](https://github.com/prowler-cloud/prowler/pull/11421)
+
+---
+
+## [1.30.0] (Prowler v5.29.0)
+
+### 🔄 Changed
+
+- Scan finding ingestion: bulk-resolve `Resource`/`ResourceTag` rows, replace per-mapping `SELECT FOR UPDATE` with deferred `ResourceTagMapping.bulk_create(ignore_conflicts=True)`, wrap each micro-batch in a single `rls_transaction`, and raise `SCAN_DB_BATCH_SIZE` to 1000 [(#11249)](https://github.com/prowler-cloud/prowler/pull/11249)
+- Faster `GET /api/v1/finding-groups/latest` aggregation on tenants where one recent scan holds most findings [(#11380)](https://github.com/prowler-cloud/prowler/pull/11380)
+
+---
+
+## [1.29.1] (Prowler v5.28.1)
+
+### 🐞 Fixed
+
+- `finding-groups` slow response with finding-level filters such as `region`; check title and description are now read from the daily summaries, which drops sorting by `check_title` [(#11326)](https://github.com/prowler-cloud/prowler/pull/11326)
+
+---
+
+## [1.29.0] (Prowler v5.28.0)
+
+### 🚀 Added
+
+- `okta` provider support [(#11184)](https://github.com/prowler-cloud/prowler/pull/11184)
+- `resource.metadata` attribute included in `/api/v1/findings?include=resources` [(#11187)](https://github.com/prowler-cloud/prowler/pull/11187)
+
+---
+
 ## [1.28.0] (Prowler v5.27.0)
 
 ### 🚀 Added
@@ -20,7 +171,6 @@ All notable changes to the **Prowler API** are documented in this file.
 - `perform_scan_task` and `perform_scheduled_scan_task` now short-circuit with a warning and `return None` when the target provider no longer exists, instead of letting `handle_provider_deletion` raise `ProviderDeletedException`. `perform_scheduled_scan_task` also removes any orphan `PeriodicTask` it finds so beat stops re-firing scans for deleted providers. Prevents queued messages for deleted providers from being recorded as `FAILURE` [(#11185)](https://github.com/prowler-cloud/prowler/pull/11185)
 - Attack Paths: `BEDROCK-001` and `BEDROCK-002` now target roles trusting `bedrock-agentcore.amazonaws.com` instead of `bedrock.amazonaws.com`, eliminating false positives against regular Bedrock service roles (Agents, Knowledge Bases, model invocation) [(#11141)](https://github.com/prowler-cloud/prowler/pull/11141)
 
-
 ---
 
 ## [1.27.1] (Prowler v5.26.1)

api/Dockerfile

@@ -1,11 +1,13 @@
-FROM python:3.12.10-slim-bookworm@sha256:fd95fa221297a88e1cf49c55ec1828edd7c5a428187e67b5d1805692d11588db AS build
+FROM python:3.12.13-slim-bookworm@sha256:8a7e7cc04fd3e2bd787f7f24e22d5d119aa590d429b50c95dfe12b3abe52f48b AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/api"
 
 ARG POWERSHELL_VERSION=7.5.0
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
+# Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
+ENV POWERSHELL_TELEMETRY_OPTOUT=1
 
-ARG TRIVY_VERSION=0.70.0
+ARG TRIVY_VERSION=0.71.2
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1
@@ -89,7 +91,7 @@ WORKDIR /home/prowler
 # Ensure output directory exists
 RUN mkdir -p /tmp/prowler_api_output
 
-COPY pyproject.toml uv.lock ./
+COPY --chown=prowler:prowler pyproject.toml uv.lock ./
 
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir uv==0.11.14
@@ -97,13 +99,30 @@ RUN pip install --no-cache-dir --upgrade pip && \
 ENV PATH="/home/prowler/.local/bin:$PATH"
 
 # Add `--no-install-project` to avoid installing the current project as a package
-RUN uv sync --no-install-project && \
+RUN uv sync --locked --no-install-project && \
     rm -rf ~/.cache/uv
 
 RUN .venv/bin/python .venv/lib/python3.12/site-packages/prowler/providers/m365/lib/powershell/m365_powershell.py
 
-COPY src/backend/ ./backend/
-COPY docker-entrypoint.sh ./docker-entrypoint.sh
+USER root
+
+# Remove build-only packages from the final image after Python dependencies are installed.
+RUN apt-get purge -y --auto-remove \
+    gcc \
+    g++ \
+    make \
+    libxml2-dev \
+    libxmlsec1-dev \
+    pkg-config \
+    libtool \
+    libxslt1-dev \
+    python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+USER prowler
+
+COPY --chown=prowler:prowler src/backend/ ./backend/
+COPY --chown=prowler:prowler docker-entrypoint.sh ./docker-entrypoint.sh
 
 WORKDIR /home/prowler/backend
 

api/README.md

@@ -2,7 +2,7 @@
 
 This repository contains the JSON API and Task Runner components for Prowler, which facilitate a complete backend that interacts with the Prowler SDK and is used by the Prowler UI.
 
-# Components
+## Components
 The Prowler API is composed of the following components:
 
 - The JSON API, which is an API built with Django Rest Framework.
@@ -10,13 +10,13 @@ The Prowler API is composed of the following components:
 - The PostgreSQL database, which is used to store the data.
 - The Valkey database, which is an in-memory database which is used as a message broker for the Celery workers.
 
-## Note about Valkey
+### Note about Valkey
 
 [Valkey](https://valkey.io/) is an open source (BSD) high performance key/value datastore.
 
 Valkey exposes a Redis 7.2 compliant API. Any service that exposes the Redis API can be used with Prowler API.
 
-# Modify environment variables
+## Modify environment variables
 
 Under the root path of the project, you can find a file called `.env`. This file shows all the environment variables that the project uses. You should review it and set the values for the variables you want to change.
 
@@ -24,7 +24,7 @@ If you don’t set `DJANGO_TOKEN_SIGNING_KEY` or `DJANGO_TOKEN_VERIFYING_KEY`, t
 
 **Important note**: Every Prowler version (or repository branches and tags) could have different variables set in its `.env` file. Please use the `.env` file that corresponds with each version.
 
-## Local deployment
+### Local deployment
 Keep in mind if you export the `.env` file to use it with local deployment that you will have to do it within the context of the virtual environment, not before. Otherwise, variables will not be loaded properly.
 
 To do this, you can run:
@@ -34,12 +34,12 @@ set -a
 source .env
 ```
 
-# 🚀 Production deployment
-## Docker deployment
+## 🚀 Production deployment
+### Docker deployment
 
 This method requires `docker` and `docker compose`.
 
-### Clone the repository
+#### Clone the repository
 
 ```console
 # HTTPS
@@ -50,13 +50,13 @@ git clone git@github.com:prowler-cloud/api.git
 
 ```
 
-### Build the base image
+#### Build the base image
 
 ```console
 docker compose --profile prod build
 ```
 
-### Run the production service
+#### Run the production service
 
 This command will start the Django production server and the Celery worker and also the Valkey and PostgreSQL databases.
 
@@ -68,7 +68,7 @@ You can access the server in `http://localhost:8080`.
 
 > **NOTE:** notice how the port is different. When developing using docker, the port will be `8080` to prevent conflicts.
 
-### View the Production Server Logs
+#### View the Production Server Logs
 
 To view the logs for any component (e.g., Django, Celery worker), you can use the following command with a wildcard. This command will follow logs for any container that matches the specified pattern:
 
@@ -133,13 +133,13 @@ gunicorn -c config/guniconf.py config.wsgi:application
 
 > By default, the Gunicorn server will try to use as many workers as your machine can handle. You can manually change that in the `src/backend/config/guniconf.py` file.
 
-# 🧪 Development guide
+## 🧪 Development guide
 
-## Local deployment
+### Local deployment
 
 To use this method, you'll need to set up a Python virtual environment (version ">=3.11,<3.13") and keep dependencies updated. Additionally, ensure that `uv` and `docker compose` are installed.
 
-### Clone the repository
+#### Clone the repository
 
 ```console
 # HTTPS
@@ -150,7 +150,7 @@ git clone git@github.com:prowler-cloud/api.git
 
 ```
 
-### Start the PostgreSQL Database and Valkey
+#### Start the PostgreSQL Database and Valkey
 
 The PostgreSQL database (version 16.3) and Valkey (version 7) are required for the development environment. To make development easier, we have provided a `docker-compose` file that will start these components for you.
 
@@ -161,7 +161,7 @@ The PostgreSQL database (version 16.3) and Valkey (version 7) are required for t
 docker compose up postgres valkey -d
 ```
 
-### Install the Python dependencies
+#### Install the Python dependencies
 
 > You must have uv installed
 
@@ -169,7 +169,7 @@ docker compose up postgres valkey -d
 uv sync
 ```
 
-### Apply migrations
+#### Apply migrations
 
 For migrations, you need to force the `admin` database router. Assuming you have the correct environment variables and Python virtual environment, run:
 
@@ -178,7 +178,7 @@ cd src/backend
 python manage.py migrate --database admin
 ```
 
-### Run the Django development server
+#### Run the Django development server
 
 ```console
 cd src/backend
@@ -188,7 +188,7 @@ python manage.py runserver
 You can access the server in `http://localhost:8000`.
 All changes in the code will be automatically reloaded in the server.
 
-### Run the Celery worker
+#### Run the Celery worker
 
 ```console
 python -m celery -A config.celery worker -l info -E
@@ -196,11 +196,47 @@ python -m celery -A config.celery worker -l info -E
 
 The Celery worker does not detect and reload changes in the code, so you need to restart it manually when you make changes.
 
-## Docker deployment
+### Makefile-Assisted Local Deployment
+
+This method is an additional local development workflow. It does not replace the manual local deployment or the Docker deployment described in this guide.
+
+PostgreSQL, Valkey, and Neo4j run with Docker Compose, while Django and the Celery worker run natively through `uv`. Additionally, this workflow creates a `tmux` session with panes for the API, worker, and PostgreSQL logs.
+
+Before using this method, ensure `docker compose`, `tmux`, and `uv` are installed.
+
+This workflow is designed for macOS and should also work on Linux when Docker, `tmux`, and `uv` are available. Windows requires script changes before it can be supported.
+
+From the repository root, run:
+
+```console
+make dev
+```
+
+The API will be available at:
+
+```console
+http://localhost:8080/api/v1
+```
+
+Use these commands to manage the local stack:
+
+```console
+make dev-setup   # Bootstrap dependencies, migrations, and fixtures
+make dev-attach  # Attach to the tmux session
+make dev-launch  # Start the stack on fixed ports and attach
+make dev-stop    # Stop the tmux session and containers
+make dev-clean   # Remove stopped development containers
+make dev-wipe    # Stop everything and delete local development data
+make dev-status  # Show development container status
+```
+
+This workflow does not start the UI. Start it separately from the `ui/` directory when needed.
+
+### Docker deployment
 
 This method requires `docker` and `docker compose`.
 
-### Clone the repository
+#### Clone the repository
 
 ```console
 # HTTPS
@@ -211,13 +247,13 @@ git clone git@github.com:prowler-cloud/api.git
 
 ```
 
-### Build the base image
+#### Build the base image
 
 ```console
 docker compose --profile dev build
 ```
 
-### Run the development service
+#### Run the development service
 
 This command will start the Django development server and the Celery worker and also the Valkey and PostgreSQL databases.
 
@@ -230,7 +266,7 @@ All changes in the code will be automatically reloaded in the server.
 
 > **NOTE:** notice how the port is different. When developing using docker, the port will be `8080` to prevent conflicts.
 
-### View the development server logs
+#### View the development server logs
 
 To view the logs for any component (e.g., Django, Celery worker), you can use the following command with a wildcard. This command will follow logs for any container that matches the specified pattern:
 
@@ -238,7 +274,7 @@ To view the logs for any component (e.g., Django, Celery worker), you can use th
 docker logs -f $(docker ps --format "{{.Names}}" | grep 'api-')
 ```
 
-## Applying migrations
+### Applying migrations
 
 For migrations, you need to force the `admin` database router. Assuming you have the correct environment variables and Python virtual environment, run:
 
@@ -247,7 +283,7 @@ cd src/backend
 uv run python manage.py migrate --database admin
 ```
 
-## Apply fixtures
+### Apply fixtures
 
 Fixtures are used to populate the database with initial development data.
 
@@ -258,7 +294,7 @@ uv run python manage.py loaddata api/fixtures/0_dev_users.json --database admin
 
 > The default credentials are `dev@prowler.com:Thisisapassword123@` or `dev2@prowler.com:Thisisapassword123@`
 
-## Run tests
+### Run tests
 
 Note that the tests will fail if you use the same `.env` file as the development environment.
 
@@ -269,7 +305,7 @@ cd src/backend
 uv run pytest
 ```
 
-# Custom commands
+## Custom commands
 
 Django provides a way to create custom commands that can be run from the command line.
 
@@ -281,7 +317,7 @@ To run a custom command, you need to be in the `prowler/api/src/backend` directo
 uv run python manage.py <command_name>
 ```
 
-## Generate dummy data
+### Generate dummy data
 
 ```console
 python manage.py findings --tenant
@@ -298,7 +334,7 @@ This command creates, for a given tenant, a provider, scan and a set of findings
 >
 > The last step is required to access the findings details, since the UI needs that to print all the information.
 
-### Example
+#### Example
 
 ```console
 ~/backend $ uv run python manage.py findings --tenant

api/docker-entrypoint.sh

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

api/docs/orphan-task-recovery.md

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

api/pyproject.toml

@@ -14,7 +14,7 @@ dev = [
   "pytest-env==1.1.3",
   "pytest-randomly==3.15.0",
   "pytest-xdist==3.6.1",
-  "ruff==0.5.0",
+  "ruff==0.15.11",
   "tqdm==4.67.1",
   "vulture==2.14",
   "prek==0.3.9"
@@ -41,9 +41,11 @@ dependencies = [
   "drf-spectacular==0.27.2",
   "drf-spectacular-jsonapi==0.5.1",
   "defusedxml==0.7.1",
-  "gunicorn==23.0.0",
+  "django-eventstream==5.3.3",
+  "gunicorn==26.0.0",
+  "uvloop==0.22.1",
   "lxml==6.1.0",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@v5.32",
   "psycopg2-binary==2.9.9",
   "pytest-celery[redis] (==1.3.0)",
   "sentry-sdk[django] (==2.56.0)",
@@ -56,11 +58,12 @@ dependencies = [
   "matplotlib (==3.10.8)",
   "reportlab (==4.4.10)",
   "neo4j (==6.1.0)",
-  "cartography (==0.135.0)",
+  "cartography (==0.138.1)",
   "gevent (==25.9.1)",
   "werkzeug (==3.1.7)",
   "sqlparse (==0.5.5)",
-  "fonttools (==4.62.1)"
+  "fonttools (==4.62.1)",
+  "uvicorn-worker (==0.4.0)",
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
@@ -68,7 +71,24 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.28.0"
+version = "1.33.0"
+
+# Shared ruff baseline (kept in sync with mcp_server/pyproject.toml).
+# target-version tracks this project's lowest supported Python.
+[tool.ruff]
+src = ["src"]
+target-version = "py311"
+
+[tool.ruff.lint]
+# Defaults (E4/E7/E9, F) plus import sorting, modern-syntax upgrades, and
+# comprehension lints — all mechanically auto-fixable. flake8-bugbear (B) is a
+# good next step but needs manual cleanup (e.g. B904 raise-from), so it is left
+# out of the shared baseline for now.
+extend-select = [
+  "I",  # isort — import ordering (prek's isort hook covers only the SDK)
+  "UP",  # pyupgrade — modern syntax for the min supported Python
+  "C4"  # flake8-comprehensions
+]
 
 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
@@ -79,7 +99,7 @@ constraint-dependencies = [
   "aiobotocore==2.25.1",
   "aiofiles==24.1.0",
   "aiohappyeyeballs==2.6.1",
-  "aiohttp==3.13.5",
+  "aiohttp==3.14.0",
   "aioitertools==0.13.0",
   "aiosignal==1.4.0",
   "alibabacloud-actiontrail20200706==2.4.1",
@@ -124,9 +144,8 @@ constraint-dependencies = [
   "astroid==3.2.4",
   "async-timeout==5.0.1",
   "attrs==25.4.0",
-  "authlib==1.6.9",
+  "authlib==1.6.12",
   "autopep8==2.3.2",
-  "awsipranges==0.3.3",
   "azure-cli-core==2.83.0",
   "azure-cli-telemetry==1.1.0",
   "azure-common==1.1.28",
@@ -174,7 +193,7 @@ constraint-dependencies = [
   "blinker==1.9.0",
   "boto3==1.40.61",
   "botocore==1.40.61",
-  "cartography==0.135.0",
+  "cartography==0.138.1",
   "celery==5.6.2",
   "certifi==2026.1.4",
   "cffi==2.0.0",
@@ -199,7 +218,6 @@ constraint-dependencies = [
   "debugpy==1.8.20",
   "decorator==5.2.1",
   "defusedxml==0.7.1",
-  "detect-secrets==1.5.0",
   "dill==0.4.1",
   "distro==1.9.0",
   "dj-rest-auth==7.0.1",
@@ -209,6 +227,7 @@ constraint-dependencies = [
   "django-celery-results==2.6.0",
   "django-cors-headers==4.4.0",
   "django-environ==0.11.2",
+  "django-eventstream==5.3.3",
   "django-filter==24.3",
   "django-guid==3.5.0",
   "django-postgres-extra==2.0.9",
@@ -226,7 +245,7 @@ constraint-dependencies = [
   "drf-simple-apikey==2.2.1",
   "drf-spectacular==0.27.2",
   "drf-spectacular-jsonapi==0.5.1",
-  "dulwich==0.23.0",
+  "dulwich==1.2.5",
   "duo-client==5.5.0",
   "durationpy==0.10",
   "email-validator==2.2.0",
@@ -253,7 +272,7 @@ constraint-dependencies = [
   "grpc-google-iam-v1==0.14.3",
   "grpcio==1.76.0",
   "grpcio-status==1.76.0",
-  "gunicorn==23.0.0",
+  "gunicorn==26.0.0",
   "h11==0.16.0",
   "h2==4.3.0",
   "hpack==4.1.0",
@@ -262,8 +281,8 @@ constraint-dependencies = [
   "httpx==0.28.1",
   "humanfriendly==10.0",
   "hyperframe==6.1.0",
-  "iamdata==0.1.202602021",
-  "idna==3.11",
+  "iamdata==0.1.202605131",
+  "idna==3.15",
   "importlib-metadata==8.7.1",
   "inflection==0.5.1",
   "iniconfig==2.3.0",
@@ -281,6 +300,7 @@ constraint-dependencies = [
   "jsonschema==4.23.0",
   "jsonschema-specifications==2025.9.1",
   "keystoneauth1==5.13.0",
+  "kingfisher-bin==1.104.0",
   "kiwisolver==1.4.9",
   "knack==0.11.0",
   "kombu==5.6.2",
@@ -315,7 +335,7 @@ constraint-dependencies = [
   "neo4j==6.1.0",
   "nest-asyncio==1.6.0",
   "nltk==3.9.4",
-  "numpy==2.0.2",
+  "numpy==2.2.6",
   "oauthlib==3.3.1",
   "oci==2.169.0",
   "openai==1.109.1",
@@ -344,7 +364,7 @@ constraint-dependencies = [
   "psutil==7.2.2",
   "psycopg2-binary==2.9.9",
   "py-deviceid==0.1.1",
-  "py-iam-expand==0.1.0",
+  "py-iam-expand==0.3.0",
   "py-ocsf-models==0.8.1",
   "pyasn1==0.6.3",
   "pyasn1-modules==0.4.2",
@@ -354,7 +374,7 @@ constraint-dependencies = [
   "pydantic-core==2.41.5",
   "pygithub==2.8.0",
   "pygments==2.20.0",
-  "pyjwt==2.12.1",
+  "pyjwt==2.13.0",
   "pylint==3.2.5",
   "pymsalruntime==0.18.1",
   "pynacl==1.6.2",
@@ -390,7 +410,7 @@ constraint-dependencies = [
   "rpds-py==0.30.0",
   "rsa==4.9.1",
   "ruamel-yaml==0.19.1",
-  "ruff==0.5.0",
+  "ruff==0.15.11",
   "s3transfer==0.14.0",
   "scaleway==2.10.3",
   "scaleway-core==2.10.3",
@@ -420,12 +440,14 @@ constraint-dependencies = [
   "uritemplate==4.2.0",
   "urllib3==2.7.0",
   "uuid6==2024.7.10",
+  "uvicorn==0.49.0",
+  "uvloop==0.22.1",
   "vine==5.1.0",
   "vulture==2.14",
   "wcwidth==0.5.3",
   "websocket-client==1.9.0",
   "werkzeug==3.1.7",
-  "workos==6.0.4",
+  "workos==6.0.8",
   "wrapt==1.17.3",
   "xlsxwriter==3.2.9",
   "xmlsec==1.3.17",
@@ -436,14 +458,30 @@ constraint-dependencies = [
   "zope-interface==8.2",
   "zstd==1.5.7.3"
 ]
-# prowler@master needs okta==3.4.2; cartography 0.135.0 declares okta<1.0.0 for an
-# integration prowler does not import.
+# 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
+# dependency to the Prowler pin.
+#
+# prowler@master needs azure-mgmt-containerservice==34.1.0, but cartography
+# 0.138.1 requires azure-mgmt-containerservice>=41.0.0. Attack Paths does not
+# ingest Azure today, so override the Cartography dependency to the Prowler pin.
 #
 # prowler@master hard-pins microsoft-kiota-abstractions==1.9.2 in [project.dependencies].
 # The microsoft-kiota-http security bump to 1.9.9 (GHSA-7j59-v9qr-6fq9) requires
 # microsoft-kiota-abstractions>=1.9.9, which a constraint cannot satisfy against the
 # SDK's hard pin; override it to the patched, kiota-aligned version.
+#
+# prowler@master hard-pins dulwich==0.23.0 and pyjwt==2.12.1 in [project.dependencies].
+# dulwich 1.2.5 patches GHSA-897w-fcg9-f6xj (arbitrary file write) and pyjwt 2.13.0
+# patches PYSEC-2026-179 (HMAC/JWK key-confusion); a constraint cannot satisfy these
+# against the SDK's hard pins, so override them to the patched versions until the SDK
+# bump propagates to the pinned master rev. pyjwt keeps the [crypto] extra because an
+# override replaces the whole requirement; bare pyjwt would drop it from the consumers
+# that request pyjwt[crypto] and leave cryptography (needed for RS256) only transitive.
 override-dependencies = [
   "okta==3.4.2",
-  "microsoft-kiota-abstractions==1.9.9"
+  "azure-mgmt-containerservice==34.1.0",
+  "microsoft-kiota-abstractions==1.9.9",
+  "dulwich==1.2.5",
+  "pyjwt[crypto]==2.13.0"
 ]

api/src/backend/api/adapters.py

@@ -1,9 +1,15 @@
 from allauth.socialaccount.adapter import DefaultSocialAccountAdapter
-from django.db import transaction
-
 from api.db_router import MainRouter
 from api.db_utils import rls_transaction
-from api.models import Membership, Role, Tenant, User, UserRoleRelationship
+from api.models import (
+    Membership,
+    Role,
+    SAMLConfiguration,
+    Tenant,
+    User,
+    UserRoleRelationship,
+)
+from django.db import transaction
 
 
 class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
@@ -18,7 +24,42 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
         # Link existing accounts with the same email address
         email = sociallogin.account.extra_data.get("email")
         if sociallogin.provider.id == "saml":
+            # For SAML, the asserted NameID email cannot be trusted on its own:
+            # any tenant can claim any email domain in its SAML configuration. To
+            # prevent cross-tenant account takeover (GHSA-h8m9-jgf8-vwvp), only link
+            # the incoming SAML session to an existing account when (1) the email
+            # domain matches the tenant whose ACS endpoint is being used and (2) the
+            # existing user is already a member of that tenant.
             email = sociallogin.user.email
+            if not email:
+                return
+
+            domain = email.rsplit("@", 1)[-1].lower()
+            resolver_match = getattr(request, "resolver_match", None)
+            organization_slug = (
+                (resolver_match.kwargs or {}).get("organization_slug", "")
+                if resolver_match
+                else ""
+            ).lower()
+            # The ACS endpoint is scoped per email domain; reject mismatches so an
+            # attacker cannot replay an assertion through another tenant's endpoint.
+            if organization_slug != domain:
+                return
+
+            try:
+                saml_config = SAMLConfiguration.objects.using(MainRouter.admin_db).get(
+                    email_domain=domain
+                )
+            except SAMLConfiguration.DoesNotExist:
+                return
+
+            existing_user = self.get_user_by_email(email)
+            if existing_user and existing_user.is_member_of_tenant(
+                str(saml_config.tenant_id)
+            ):
+                sociallogin.connect(request, existing_user)
+            return
+
         if email:
             existing_user = self.get_user_by_email(email)
             if existing_user:

api/src/backend/api/apps.py

@@ -28,9 +28,10 @@ class ApiConfig(AppConfig):
     name = "api"
 
     def ready(self):
-        from api import schema_extensions  # noqa: F401
-        from api import signals  # noqa: F401
-        from api.attack_paths import database as graph_database
+        from api import (
+            schema_extensions,  # noqa: F401
+            signals,  # noqa: F401
+        )
 
         # Generate required cryptographic keys if not present, but only if:
         #   `"manage.py" not in sys.argv[0]`: If an external server (e.g., Gunicorn) is running the app
@@ -41,38 +42,6 @@ class ApiConfig(AppConfig):
         ):
             self._ensure_crypto_keys()
 
-        # Commands that don't need Neo4j
-        SKIP_NEO4J_DJANGO_COMMANDS = [
-            "makemigrations",
-            "migrate",
-            "pgpartition",
-            "check",
-            "help",
-            "showmigrations",
-            "check_and_fix_socialaccount_sites_migration",
-        ]
-
-        # Skip eager Neo4j init for tests, some Django commands, and Celery (prefork pool: driver must stay lazy, no post_fork hook)
-        if getattr(settings, "TESTING", False) or (
-            len(sys.argv) > 1
-            and (
-                (
-                    "manage.py" in sys.argv[0]
-                    and sys.argv[1] in SKIP_NEO4J_DJANGO_COMMANDS
-                )
-                or "celery" in sys.argv[0]
-            )
-        ):
-            logger.info(
-                "Skipping eager Neo4j init: tests, some Django commands, or Celery prefork pool (driver stays lazy)"
-            )
-
-        else:
-            graph_database.init_driver()
-
-        # Neo4j driver is initialized at API startup (see api.attack_paths.database)
-        # It remains lazy for Celery workers and selected Django commands
-
     def _ensure_crypto_keys(self):
         """
         Orchestrator method that ensures all required cryptographic keys are present.

api/src/backend/api/attack_paths/__init__.py

@@ -5,7 +5,6 @@ from api.attack_paths.queries import (
     get_query_by_id,
 )
 
-
 __all__ = [
     "AttackPathsQueryDefinition",
     "AttackPathsQueryParameterDefinition",

api/src/backend/api/attack_paths/cypher_sanitizer.py

@@ -4,10 +4,10 @@ Cypher sanitizer for custom (user-supplied) Attack Paths queries.
 Two responsibilities:
 
 1. **Validation** - reject queries containing SSRF or dangerous procedure
-   patterns (defense-in-depth; the primary control is ``neo4j.READ_ACCESS``).
+   patterns (defense-in-depth; the primary control is `neo4j.READ_ACCESS`).
 
 2. **Provider-scoped label injection** - inject a dynamic
-   ``_Provider_{uuid}`` label into every node pattern so the database can
+   `_Provider_{uuid}` label into every node pattern so the database can
    use its native label index for provider isolation.
 
 Label-injection pipeline:
@@ -22,18 +22,16 @@ Label-injection pipeline:
 import re
 
 from rest_framework.exceptions import ValidationError
-
 from tasks.jobs.attack_paths.config import get_provider_label
 
-
 # Step 1 - String / comment protection
-# Single combined regex: strings first, then line comments.
+# Single combined regex: strings first, then line comments
 # The regex engine finds the leftmost match, so a string like 'https://prowler.com'
-# is consumed as a string before the // inside it can match as a comment.
+# is consumed as a string before the // inside it can match as a comment
 _PROTECTED_RE = re.compile(r"'(?:[^'\\]|\\.)*'|\"(?:[^\"\\]|\\.)*\"|//[^\n]*")
 
 # Step 2 - Clause splitting
-# OPTIONAL MATCH must come before MATCH to avoid partial matching.
+# `OPTIONAL MATCH` must come before `MATCH` to avoid partial matching
 _CLAUSE_RE = re.compile(
     r"\b(OPTIONAL\s+MATCH|MATCH|WHERE|RETURN|WITH|ORDER\s+BY"
     r"|SKIP|LIMIT|UNION|UNWIND|CALL)\b",
@@ -41,10 +39,10 @@ _CLAUSE_RE = re.compile(
 )
 
 # Pass A - Labeled node patterns (all segments)
-# Matches node patterns that have at least one :Label.
-# (?<!\w)\(  - open paren NOT preceded by a word char (excludes function calls).
-# Group 1:  optional variable + one or more :Label
-# Group 2:  optional {properties} + closing paren
+# Matches node patterns that have at least one `:Label`
+# `(?<!\w)\(`  - open paren NOT preceded by a word char, excludes function calls
+# Group 1:  optional variable + one or more `:Label`
+# Group 2:  optional `{`properties`}` + closing paren
 _LABELED_NODE_RE = re.compile(
     r"(?<!\w)\("
     r"("
@@ -57,9 +55,9 @@ _LABELED_NODE_RE = re.compile(
     r")"
 )
 
-# Pass B - Bare node patterns (MATCH segments only)
-# Matches (identifier) or (identifier {properties}) without any :Label.
-# Only applied in MATCH/OPTIONAL MATCH segments.
+# Pass B - Bare node patterns (`MATCH` segments only)
+# Matches (identifier) or (identifier {properties}) without any `:Label`
+# Only applied in `MATCH` / `OPTIONAL MATCH` segments
 _BARE_NODE_RE = re.compile(
     r"(?<!\w)\(" r"(\s*[a-zA-Z_]\w*)" r"(\s*(?:\{[^}]*\})?)" r"\s*\)"
 )
@@ -98,6 +96,11 @@ def inject_provider_label(cypher: str, provider_id: str) -> str:
         node pattern.
     """
     label = get_provider_label(provider_id)
+    return inject_label(cypher, label)
+
+
+def inject_label(cypher: str, label: str) -> str:
+    """Rewrite a Cypher query to append a label to every node pattern."""
 
     # Step 1: Protect strings and comments (single pass, leftmost-first)
     protected: list[str] = []
@@ -136,9 +139,7 @@ def inject_provider_label(cypher: str, provider_id: str) -> str:
     return work
 
 
-# ---------------------------------------------------------------------------
 # Validation
-# ---------------------------------------------------------------------------
 
 # Patterns that indicate SSRF or dangerous procedure calls
 # Defense-in-depth layer - the primary control is `neo4j.READ_ACCESS`

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

@@ -1,233 +1,32 @@
-import atexit
-import logging
-import threading
-from contextlib import contextmanager
-from typing import Any, Iterator
+"""Backwards-compatible facade over the ingest and sink modules.
+
+Historically this module owned a single Neo4j driver used for both the
+cartography temp database and the per-tenant sink database. The port to AWS
+Neptune split those roles: the cartography ingest (temp) database is always
+Neo4j and lives in `api.attack_paths.ingest`; the sink is configurable
+(Neo4j or Neptune) and lives in `api.attack_paths.sink`. This shim preserves
+the public API that `tasks/` and `api/v1/views.py` already depend on, and
+dispatches to the right module by database-name prefix.
+
+A database name starting with `db-tmp-scan-` is a cartography temp DB and
+routes to ingest. Everything else routes to the configured sink.
+"""
+
+from contextlib import AbstractContextManager
+from typing import Any
 from uuid import UUID
 
-import neo4j
-import neo4j.exceptions
+import neo4j  # noqa: F401 - kept for tests that patch api.attack_paths.database.neo4j
+from api.attack_paths import ingest
+from api.attack_paths import sink as sink_module
 from config.env import env
-from django.conf import settings
-from tasks.jobs.attack_paths.config import (
-    BATCH_SIZE,
-    PROVIDER_RESOURCE_LABEL,
-    get_provider_label,
+from django.conf import (
+    settings,  # noqa: F401 - kept for tests that patch ...database.settings
 )
 
-from api.attack_paths.retryable_session import RetryableSession
-
-# Without this Celery goes crazy with Neo4j logging
-logging.getLogger("neo4j").setLevel(logging.ERROR)
-logging.getLogger("neo4j").propagate = False
-
-SERVICE_UNAVAILABLE_MAX_RETRIES = env.int(
-    "ATTACK_PATHS_SERVICE_UNAVAILABLE_MAX_RETRIES", default=3
-)
-READ_QUERY_TIMEOUT_SECONDS = env.int(
-    "ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS", default=30
-)
 MAX_CUSTOM_QUERY_NODES = env.int("ATTACK_PATHS_MAX_CUSTOM_QUERY_NODES", default=250)
-CONN_ACQUISITION_TIMEOUT = env.int("NEO4J_CONN_ACQUISITION_TIMEOUT", default=15)
-READ_EXCEPTION_CODES = [
-    "Neo.ClientError.Statement.AccessMode",
-    "Neo.ClientError.Procedure.ProcedureNotFound",
-]
-CLIENT_STATEMENT_EXCEPTION_PREFIX = "Neo.ClientError.Statement."
 
-# Module-level process-wide driver singleton
-_driver: neo4j.Driver | None = None
-_lock = threading.Lock()
-
-# Base Neo4j functions
-
-
-def get_uri() -> str:
-    host = settings.DATABASES["neo4j"]["HOST"]
-    port = settings.DATABASES["neo4j"]["PORT"]
-    return f"bolt://{host}:{port}"
-
-
-def init_driver() -> neo4j.Driver:
-    global _driver
-    if _driver is not None:
-        return _driver
-
-    with _lock:
-        if _driver is None:
-            uri = get_uri()
-            config = settings.DATABASES["neo4j"]
-
-            _driver = neo4j.GraphDatabase.driver(
-                uri,
-                auth=(config["USER"], config["PASSWORD"]),
-                keep_alive=True,
-                max_connection_lifetime=7200,
-                connection_acquisition_timeout=CONN_ACQUISITION_TIMEOUT,
-                max_connection_pool_size=50,
-            )
-            _driver.verify_connectivity()
-
-            # Register cleanup handler (only runs once since we're inside the _driver is None block)
-            atexit.register(close_driver)
-
-    return _driver
-
-
-def get_driver() -> neo4j.Driver:
-    return init_driver()
-
-
-def close_driver() -> None:  # TODO: Use it
-    global _driver
-    with _lock:
-        if _driver is not None:
-            try:
-                _driver.close()
-
-            finally:
-                _driver = None
-
-
-@contextmanager
-def get_session(
-    database: str | None = None, default_access_mode: str | None = None
-) -> Iterator[RetryableSession]:
-    session_wrapper: RetryableSession | None = None
-
-    try:
-        session_wrapper = RetryableSession(
-            session_factory=lambda: get_driver().session(
-                database=database, default_access_mode=default_access_mode
-            ),
-            max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
-        )
-        yield session_wrapper
-
-    except neo4j.exceptions.Neo4jError as exc:
-        if (
-            default_access_mode == neo4j.READ_ACCESS
-            and exc.code
-            and exc.code in READ_EXCEPTION_CODES
-        ):
-            message = "Read query not allowed"
-            code = READ_EXCEPTION_CODES[0]
-            raise WriteQueryNotAllowedException(message=message, code=code)
-
-        message = exc.message if exc.message is not None else str(exc)
-
-        if exc.code and exc.code.startswith(CLIENT_STATEMENT_EXCEPTION_PREFIX):
-            raise ClientStatementException(message=message, code=exc.code)
-
-        raise GraphDatabaseQueryException(message=message, code=exc.code)
-
-    finally:
-        if session_wrapper is not None:
-            session_wrapper.close()
-
-
-def execute_read_query(
-    database: str,
-    cypher: str,
-    parameters: dict[str, Any] | None = None,
-) -> neo4j.graph.Graph:
-    with get_session(database, default_access_mode=neo4j.READ_ACCESS) as session:
-
-        def _run(tx: neo4j.ManagedTransaction) -> neo4j.graph.Graph:
-            result = tx.run(
-                cypher, parameters or {}, timeout=READ_QUERY_TIMEOUT_SECONDS
-            )
-            return result.graph()
-
-        return session.execute_read(_run)
-
-
-def create_database(database: str) -> None:
-    query = "CREATE DATABASE $database IF NOT EXISTS"
-    parameters = {"database": database}
-
-    with get_session() as session:
-        session.run(query, parameters)
-
-
-def drop_database(database: str) -> None:
-    query = f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA"
-
-    with get_session() as session:
-        session.run(query)
-
-
-def drop_subgraph(database: str, provider_id: str) -> int:
-    """
-    Delete all nodes for a provider from the tenant database.
-
-    Uses batched deletion to avoid memory issues with large graphs.
-    Silently returns 0 if the database doesn't exist.
-    """
-    provider_label = get_provider_label(provider_id)
-    deleted_nodes = 0
-
-    try:
-        with get_session(database) as session:
-            deleted_count = 1
-            while deleted_count > 0:
-                result = session.run(
-                    f"""
-                    MATCH (n:{PROVIDER_RESOURCE_LABEL}:`{provider_label}`)
-                    WITH n LIMIT $batch_size
-                    DETACH DELETE n
-                    RETURN COUNT(n) AS deleted_nodes_count
-                    """,
-                    {"batch_size": BATCH_SIZE},
-                )
-                deleted_count = result.single().get("deleted_nodes_count", 0)
-                deleted_nodes += deleted_count
-
-    except GraphDatabaseQueryException as exc:
-        if exc.code == "Neo.ClientError.Database.DatabaseNotFound":
-            return 0
-        raise
-
-    return deleted_nodes
-
-
-def has_provider_data(database: str, provider_id: str) -> bool:
-    """
-    Check if any ProviderResource node exists for this provider.
-
-    Returns `False` if the database doesn't exist.
-    """
-    provider_label = get_provider_label(provider_id)
-    query = f"MATCH (n:{PROVIDER_RESOURCE_LABEL}:`{provider_label}`) RETURN 1 LIMIT 1"
-
-    try:
-        with get_session(database, default_access_mode=neo4j.READ_ACCESS) as session:
-            result = session.run(query)
-            return result.single() is not None
-
-    except GraphDatabaseQueryException as exc:
-        if exc.code == "Neo.ClientError.Database.DatabaseNotFound":
-            return False
-        raise
-
-
-def clear_cache(database: str) -> None:
-    query = "CALL db.clearQueryCaches()"
-
-    try:
-        with get_session(database) as session:
-            session.run(query)
-
-    except GraphDatabaseQueryException as exc:
-        logging.warning(f"Failed to clear query cache for database `{database}`: {exc}")
-
-
-# Neo4j functions related to Prowler + Cartography
-
-
-def get_database_name(entity_id: str | UUID, temporary: bool = False) -> str:
-    prefix = "tmp-scan" if temporary else "tenant"
-    return f"db-{prefix}-{str(entity_id).lower()}"
+TEMP_DB_PREFIX = "db-tmp-scan-"
 
 
 # Exceptions
@@ -242,7 +41,6 @@ class GraphDatabaseQueryException(Exception):
     def __str__(self) -> str:
         if self.code:
             return f"{self.code}: {self.message}"
-
         return self.message
 
 
@@ -252,3 +50,177 @@ class WriteQueryNotAllowedException(GraphDatabaseQueryException):
 
 class ClientStatementException(GraphDatabaseQueryException):
     pass
+
+
+# Routing
+
+
+def _is_ingest_database(database: str | None) -> bool:
+    return bool(database) and database.startswith(TEMP_DB_PREFIX)
+
+
+# Driver lifecycle
+
+
+def init_driver() -> Any:
+    """Initialize the configured sink backend.
+
+    The ingest driver (Neo4j for cartography temp DBs) stays lazy: it is
+    only initialized when a temp-DB operation actually runs, which never
+    happens on API pods.
+    """
+    return sink_module.init()
+
+
+def close_driver() -> None:
+    """Close every driver held by this process."""
+    sink_module.close()
+    ingest.close_driver()
+
+
+def get_driver() -> neo4j.Driver:
+    """Return the sink backend's underlying driver.
+
+    Only meaningful for the Neo4j sink (where the backend has a single Neo4j
+    driver). On Neptune this returns the writer driver. Kept for tests and
+    legacy call-sites; prefer `get_session` for new code.
+    """
+    backend = sink_module.get_backend()
+
+    # Neo4jSink exposes get_driver(); NeptuneSink exposes get_writer()
+    if hasattr(backend, "get_driver"):
+        return backend.get_driver()
+
+    if hasattr(backend, "get_writer"):
+        return backend.get_writer()
+
+    raise RuntimeError("Active sink backend does not expose a driver handle")
+
+
+def verify_connectivity() -> None:
+    """Raise if the configured graph database is unreachable on the API read path.
+
+    Backend-agnostic entry point for the readiness probe: Neo4j verifies its
+    driver, Neptune verifies the reader endpoint.
+    """
+    sink_module.get_backend().verify_connectivity()
+
+
+def verify_scan_databases_available() -> None:
+    """Raise if either graph database needed by an Attack Paths scan is unavailable."""
+    errors: list[str] = []
+    first_error: Exception | None = None
+
+    try:
+        ingest.get_driver().verify_connectivity()
+    except Exception as exc:
+        errors.append(f"ingest Neo4j: {exc}")
+        first_error = exc
+
+    try:
+        get_driver().verify_connectivity()
+    except Exception as exc:
+        errors.append(f"sink {settings.ATTACK_PATHS_SINK_DATABASE}: {exc}")
+        if first_error is None:
+            first_error = exc
+
+    if errors:
+        raise RuntimeError(
+            "Attack Paths graph database unavailable before scan start: "
+            + "; ".join(errors)
+        ) from first_error
+
+
+def get_uri() -> str:
+    """Return the sink URI. Retained for backwards compatibility."""
+    if settings.ATTACK_PATHS_SINK_DATABASE == "neptune":
+        cfg = settings.DATABASES["neptune"]
+        return f"bolt+s://{cfg['WRITER_ENDPOINT']}:{cfg['PORT']}"
+
+    cfg = settings.DATABASES["neo4j"]
+    return f"bolt://{cfg['HOST']}:{cfg['PORT']}"
+
+
+def get_ingest_uri() -> str:
+    """Neo4j URI for the cartography temp (ingest) database, which is always
+    Neo4j regardless of the configured sink."""
+    return ingest.get_uri()
+
+
+# Session API
+
+
+def get_session(
+    database: str | None = None,
+    default_access_mode: str | None = None,
+) -> AbstractContextManager:
+    """Return a session against the right backend.
+
+    - `database` names starting with `db-tmp-scan-` always go to ingest.
+    - No database name → ingest (used for CREATE / DROP DATABASE admin ops).
+    - Any other name → sink.
+    """
+    if _is_ingest_database(database) or database is None:
+        return ingest.get_session(
+            database=database, default_access_mode=default_access_mode
+        )
+
+    return sink_module.get_backend().get_session(
+        database=database, default_access_mode=default_access_mode
+    )
+
+
+def execute_read_query(
+    database: str,
+    cypher: str,
+    parameters: dict[str, Any] | None = None,
+) -> neo4j.graph.Graph:
+    """Read-only query against the sink."""
+    return sink_module.get_backend().execute_read_query(database, cypher, parameters)
+
+
+def create_database(database: str) -> None:
+    """Create a database. Temp DBs always land on ingest (Neo4j).
+
+    On the Neo4j sink, tenant DBs also route to ingest because both drivers
+    connect to the same Neo4j cluster. On the Neptune sink, tenant DB creates
+    are no-ops.
+    """
+    if _is_ingest_database(database):
+        ingest.create_database(database)
+        return
+
+    sink_module.get_backend().create_database(database)
+
+
+def drop_database(database: str) -> None:
+    """Drop a database. Mirrors `create_database` routing."""
+    if _is_ingest_database(database):
+        ingest.drop_database(database)
+        return
+
+    sink_module.get_backend().drop_database(database)
+
+
+def drop_subgraph(database: str, provider_id: str) -> int:
+    return sink_module.get_backend().drop_subgraph(database, provider_id)
+
+
+def has_provider_data(database: str, provider_id: str) -> bool:
+    return sink_module.get_backend().has_provider_data(database, provider_id)
+
+
+def clear_cache(database: str) -> None:
+    if _is_ingest_database(database):
+        ingest.clear_cache(database)
+        return
+
+    sink_module.get_backend().clear_cache(database)
+
+
+# Name helper
+
+
+def get_database_name(entity_id: str | UUID, temporary: bool = False) -> str:
+    prefix = "tmp-scan" if temporary else "tenant"
+    return f"db-{prefix}-{str(entity_id).lower()}"

api/src/backend/api/attack_paths/ingest/__init__.py

@@ -0,0 +1,29 @@
+"""Cartography ingest layer.
+
+Public surface for the per-scan Neo4j temp database driver. Implementation
+lives in `api.attack_paths.ingest.driver`.
+"""
+
+from api.attack_paths.ingest.driver import (
+    clear_cache,
+    close_driver,
+    create_database,
+    drop_database,
+    get_driver,
+    get_session,
+    get_uri,
+    init_driver,
+    run_cypher,
+)
+
+__all__ = [
+    "clear_cache",
+    "close_driver",
+    "create_database",
+    "drop_database",
+    "get_driver",
+    "get_session",
+    "get_uri",
+    "init_driver",
+    "run_cypher",
+]

api/src/backend/api/attack_paths/ingest/driver.py

@@ -0,0 +1,187 @@
+"""Cartography ingest driver: per-scan throw-away Neo4j database.
+
+Cartography writes each scan's graph into a throw-away Neo4j database named
+`db-tmp-scan-{scan_uuid}`. This is always Neo4j, regardless of the configured
+sink: Neptune is single-database and cannot host per-scan throw-away
+databases. This module owns the Neo4j driver used for those temp DBs and the
+admin ops they need (CREATE / DROP DATABASE).
+"""
+
+import atexit
+import logging
+import threading
+from collections.abc import Iterator
+from contextlib import contextmanager
+from typing import Any
+
+import neo4j
+import neo4j.exceptions
+from api.attack_paths.retryable_session import RetryableSession
+from config.env import env
+from django.conf import settings
+
+logging.getLogger("neo4j").setLevel(logging.ERROR)
+logging.getLogger("neo4j").propagate = False
+
+SERVICE_UNAVAILABLE_MAX_RETRIES = env.int(
+    "ATTACK_PATHS_SERVICE_UNAVAILABLE_MAX_RETRIES", default=3
+)
+CONN_ACQUISITION_TIMEOUT = env.int("NEO4J_CONN_ACQUISITION_TIMEOUT", default=15)
+# TCP connect timeout, ordered below the acquisition timeout so an unreachable
+# host can't pin a worker on a temp-DB op longer than this.
+CONNECTION_TIMEOUT = env.int("NEO4J_CONNECTION_TIMEOUT", default=5)
+MAX_CONNECTION_LIFETIME = env.int("NEO4J_MAX_CONNECTION_LIFETIME", default=7200)
+MAX_CONNECTION_POOL_SIZE = env.int("NEO4J_MAX_CONNECTION_POOL_SIZE", default=50)
+
+_driver: neo4j.Driver | None = None
+_lock = threading.Lock()
+
+
+def _neo4j_config() -> dict:
+    return settings.DATABASES["neo4j"]
+
+
+def get_uri() -> str:
+    """Bolt URI for the Neo4j temp (ingest) database. Always Neo4j."""
+    config = _neo4j_config()
+    host = config["HOST"]
+    port = config["PORT"]
+    if not host or not port:
+        raise RuntimeError(
+            "NEO4J_HOST / NEO4J_PORT must be set to use the attack-paths "
+            "temp database. Workers require Neo4j env even when the sink is Neptune."
+        )
+
+    return f"bolt://{host}:{port}"
+
+
+def init_driver() -> neo4j.Driver:
+    """Initialize the temp-database Neo4j driver. Idempotent."""
+    global _driver
+    if _driver is not None:
+        return _driver
+
+    with _lock:
+        if _driver is None:
+            config = _neo4j_config()
+            _driver = neo4j.GraphDatabase.driver(
+                get_uri(),
+                auth=(config["USER"], config["PASSWORD"]),
+                keep_alive=True,
+                max_connection_lifetime=MAX_CONNECTION_LIFETIME,
+                connection_timeout=CONNECTION_TIMEOUT,
+                connection_acquisition_timeout=CONN_ACQUISITION_TIMEOUT,
+                max_connection_pool_size=MAX_CONNECTION_POOL_SIZE,
+            )
+            # Best-effort connectivity check: a Neo4j that is down at boot must
+            # not crash the worker. The driver reconnects lazily on first use.
+            try:
+                _driver.verify_connectivity()
+
+            except Exception:
+                logging.warning(
+                    "Neo4j temp-database unreachable at init; continuing with a "
+                    "lazily-reconnecting driver",
+                    exc_info=True,
+                )
+
+            atexit.register(close_driver)
+
+    return _driver
+
+
+def get_driver() -> neo4j.Driver:
+    return init_driver()
+
+
+def close_driver() -> None:
+    global _driver
+    with _lock:
+        if _driver is not None:
+            try:
+                _driver.close()
+            finally:
+                _driver = None
+
+
+@contextmanager
+def get_session(
+    database: str | None = None,
+    default_access_mode: str | None = None,
+) -> Iterator[RetryableSession]:
+    """Session against the Neo4j temp-database cluster. Used for temp DB sessions
+    and for admin operations (CREATE / DROP DATABASE) when `database` is None."""
+    from api.attack_paths.database import (
+        ClientStatementException,
+        GraphDatabaseQueryException,
+        WriteQueryNotAllowedException,
+    )
+
+    READ_EXCEPTION_CODES = [
+        "Neo.ClientError.Statement.AccessMode",
+        "Neo.ClientError.Procedure.ProcedureNotFound",
+    ]
+    CLIENT_STATEMENT_EXCEPTION_PREFIX = "Neo.ClientError.Statement."
+
+    session_wrapper: RetryableSession | None = None
+    try:
+        session_wrapper = RetryableSession(
+            session_factory=lambda: get_driver().session(
+                database=database, default_access_mode=default_access_mode
+            ),
+            max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
+        )
+        yield session_wrapper
+
+    except neo4j.exceptions.Neo4jError as exc:
+        if (
+            default_access_mode == neo4j.READ_ACCESS
+            and exc.code
+            and exc.code in READ_EXCEPTION_CODES
+        ):
+            raise WriteQueryNotAllowedException(
+                message="Read query not allowed", code=READ_EXCEPTION_CODES[0]
+            )
+
+        message = exc.message if exc.message is not None else str(exc)
+        if exc.code and exc.code.startswith(CLIENT_STATEMENT_EXCEPTION_PREFIX):
+            raise ClientStatementException(message=message, code=exc.code)
+        raise GraphDatabaseQueryException(message=message, code=exc.code)
+
+    finally:
+        if session_wrapper is not None:
+            session_wrapper.close()
+
+
+def create_database(database: str) -> None:
+    """Create a database on the Neo4j cluster. Used for temp scan DBs."""
+    with get_session() as session:
+        session.run("CREATE DATABASE $database IF NOT EXISTS", {"database": database})
+
+
+def drop_database(database: str) -> None:
+    """Drop a database on the Neo4j cluster. Used for temp scan DBs."""
+    with get_session() as session:
+        session.run(f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA")
+
+
+def clear_cache(database: str) -> None:
+    """Best-effort cache clear for a Neo4j database."""
+    from api.attack_paths.database import GraphDatabaseQueryException
+
+    try:
+        with get_session(database) as session:
+            session.run("CALL db.clearQueryCaches()")
+
+    except GraphDatabaseQueryException as exc:
+        logging.warning(f"Failed to clear query cache for database `{database}`: {exc}")
+
+
+def run_cypher(
+    database: str | None,
+    cypher: str,
+    parameters: dict[str, Any] | None = None,
+) -> Any:
+    """Execute Cypher directly without the context manager. Thin helper."""
+    with get_session(database) as session:
+        return session.run(cypher, parameters or {})

api/src/backend/api/attack_paths/queries/__init__.py

@@ -1,12 +1,11 @@
-from api.attack_paths.queries.types import (
-    AttackPathsQueryDefinition,
-    AttackPathsQueryParameterDefinition,
-)
 from api.attack_paths.queries.registry import (
     get_queries_for_provider,
     get_query_by_id,
 )
-
+from api.attack_paths.queries.types import (
+    AttackPathsQueryDefinition,
+    AttackPathsQueryParameterDefinition,
+)
 
 __all__ = [
     "AttackPathsQueryDefinition",

api/src/backend/api/attack_paths/queries/registry.py

@@ -1,13 +1,14 @@
-from api.attack_paths.queries.types import AttackPathsQueryDefinition
 from api.attack_paths.queries.aws import AWS_QUERIES
 
+# TODO: drop after Neptune cutover
+from api.attack_paths.queries.aws_deprecated import AWS_DEPRECATED_QUERIES
+from api.attack_paths.queries.types import AttackPathsQueryDefinition
 
-# Query definitions organized by provider
+# Query definitions for scans synced with the current schema.
 _QUERY_DEFINITIONS: dict[str, list[AttackPathsQueryDefinition]] = {
     "aws": AWS_QUERIES,
 }
 
-# Flat lookup by query ID for O(1) access
 _QUERIES_BY_ID: dict[str, AttackPathsQueryDefinition] = {
     definition.id: definition
     for definitions in _QUERY_DEFINITIONS.values()
@@ -15,11 +16,45 @@ _QUERIES_BY_ID: dict[str, AttackPathsQueryDefinition] = {
 }
 
 
-def get_queries_for_provider(provider: str) -> list[AttackPathsQueryDefinition]:
-    """Get all attack path queries for a specific provider."""
-    return _QUERY_DEFINITIONS.get(provider, [])
+# TODO: drop after Neptune cutover
+#
+# Query definitions for pre-cutover scans (`AttackPathsScan.is_migrated=False`)
+# whose graph data was written under the previous schema. Both maps expose the
+# same query IDs so the API contract is identical regardless of which set is
+# routed to.
+_DEPRECATED_QUERY_DEFINITIONS: dict[str, list[AttackPathsQueryDefinition]] = {
+    "aws": AWS_DEPRECATED_QUERIES,
+}
+
+_DEPRECATED_QUERIES_BY_ID: dict[str, AttackPathsQueryDefinition] = {
+    definition.id: definition
+    for definitions in _DEPRECATED_QUERY_DEFINITIONS.values()
+    for definition in definitions
+}
 
 
-def get_query_by_id(query_id: str) -> AttackPathsQueryDefinition | None:
-    """Get a specific attack path query by its ID."""
-    return _QUERIES_BY_ID.get(query_id)
+def get_queries_for_provider(
+    provider: str,
+    is_migrated: bool = True,
+) -> list[AttackPathsQueryDefinition]:
+    """Get all attack path queries for a provider.
+
+    `is_migrated` selects the catalog: True for scans synced with the current
+    schema, False for pre-cutover scans still using the legacy graph shape.
+    # TODO: drop the `is_migrated` parameter after Neptune cutover
+    """
+    catalog = _QUERY_DEFINITIONS if is_migrated else _DEPRECATED_QUERY_DEFINITIONS
+    return catalog.get(provider, [])
+
+
+def get_query_by_id(
+    query_id: str,
+    is_migrated: bool = True,
+) -> AttackPathsQueryDefinition | None:
+    """Get a specific attack path query by ID.
+
+    `is_migrated` selects the catalog (see `get_queries_for_provider`).
+    # TODO: drop the `is_migrated` parameter after Neptune cutover
+    """
+    by_id = _QUERIES_BY_ID if is_migrated else _DEPRECATED_QUERIES_BY_ID
+    return by_id.get(query_id)

api/src/backend/api/attack_paths/retryable_session.py

@@ -1,5 +1,4 @@
 import logging
-
 from collections.abc import Callable
 from typing import Any
 

api/src/backend/api/attack_paths/sink/__init__.py

@@ -0,0 +1,28 @@
+"""Attack-paths sink database layer.
+
+The sink is the persistent store where attack-paths graphs live after a scan
+finishes. Currently selectable between Neo4j (OSS / local dev default) and
+AWS Neptune (hosted dev/staging/prod). Backend is picked by the
+`ATTACK_PATHS_SINK_DATABASE` setting at process init.
+
+This package exposes the public factory API; the implementation lives in
+`api.attack_paths.sink.factory`.
+"""
+
+from api.attack_paths.sink.factory import (
+    SinkBackend,
+    close,
+    get_backend,
+    get_backend_for_name,
+    get_backend_for_scan,
+    init,
+)
+
+__all__ = [
+    "SinkBackend",
+    "close",
+    "get_backend",
+    "get_backend_for_name",
+    "get_backend_for_scan",
+    "init",
+]

api/src/backend/api/attack_paths/sink/base.py

@@ -0,0 +1,92 @@
+"""Protocol every sink backend must implement."""
+
+from contextlib import AbstractContextManager
+from typing import Any, Protocol
+
+import neo4j
+
+
+class SinkDatabase(Protocol):
+    """Contract for the persistent attack-paths graph store.
+
+    The `database` argument is an opaque identifier passed through from the
+    legacy `database.py` API surface. On Neo4j it is the per-tenant database
+    name (e.g. `db-tenant-{uuid}`). On Neptune it is ignored (the cluster
+    has a single graph, and isolation is label-based).
+    """
+
+    def init(self) -> None: ...
+
+    def close(self) -> None: ...
+
+    def verify_connectivity(self) -> None:
+        """Raise if the backend the API read path uses is unreachable.
+
+        Neo4j verifies its single driver. Neptune verifies the reader
+        driver (the endpoint the API serves reads from); on single-endpoint
+        clusters the reader aliases the writer, so that path is covered too.
+        Used by the readiness probe; must not block longer than the caller's
+        probe budget.
+        """
+        ...
+
+    def get_session(
+        self,
+        database: str | None = None,
+        default_access_mode: str | None = None,
+    ) -> AbstractContextManager: ...
+
+    def execute_read_query(
+        self,
+        database: str,
+        cypher: str,
+        parameters: dict[str, Any] | None = None,
+    ) -> neo4j.graph.Graph: ...
+
+    def create_database(self, database: str) -> None: ...
+
+    def drop_database(self, database: str) -> None: ...
+
+    def drop_subgraph(self, database: str, provider_id: str) -> int: ...
+
+    def has_provider_data(self, database: str, provider_id: str) -> bool: ...
+
+    def clear_cache(self, database: str) -> None: ...
+
+    def ensure_sync_indexes(self, database: str) -> None:
+        """Create any index needed for the sync write path.
+
+        Called once at the start of each provider sync; must be idempotent.
+        Neo4j creates a `_provider_element_id` index on `_ProviderResource`;
+        Neptune is a no-op (its `~id` lookup needs no index).
+        """
+        ...
+
+    def write_nodes(
+        self,
+        database: str,
+        labels: str,
+        rows: list[dict[str, Any]],
+    ) -> None:
+        """Upsert a batch of nodes into the sink.
+
+        `labels` is a pre-rendered Cypher label string ready to drop after
+        the node variable (e.g. `` `AWSUser`:`_ProviderResource`:`_Tenant_x` ``).
+        Each row carries `provider_element_id` and `props`.
+        """
+        ...
+
+    def write_relationships(
+        self,
+        database: str,
+        rel_type: str,
+        provider_id: str,
+        rows: list[dict[str, Any]],
+    ) -> None:
+        """Upsert a batch of relationships into the sink.
+
+        Each row carries `start_element_id`, `end_element_id`,
+        `provider_element_id` and `props`. `rel_type` is the relationship
+        type (already a valid Cypher identifier).
+        """
+        ...

api/src/backend/api/attack_paths/sink/drop.py

@@ -0,0 +1,78 @@
+"""Shared batched deletion helpers for sink backends."""
+
+import logging
+import time
+from typing import Any
+
+RELATIONSHIP_DELETE_QUERY_TEMPLATES = {
+    "outgoing relationship": """
+        MATCH (n:`{provider_label}`)-[r]->()
+        WITH r LIMIT $batch_size
+        DELETE r
+        RETURN COUNT(r) AS deleted_rels_count
+        """,
+    "incoming relationship": """
+        MATCH (n:`{provider_label}`)<-[r]-()
+        WITH r LIMIT $batch_size
+        DELETE r
+        RETURN COUNT(r) AS deleted_rels_count
+        """,
+}
+
+NODE_DELETE_QUERY_TEMPLATE = """
+    MATCH (n:{provider_resource_label}:`{provider_label}`)
+    WITH n LIMIT $batch_size
+    DELETE n
+    RETURN COUNT(n) AS deleted_nodes_count
+    """
+
+
+def delete_batches(
+    *,
+    session: Any,
+    logger: logging.Logger,
+    log_target: str,
+    provider_id: str,
+    query: str,
+    phase: str,
+    count_key: str,
+    total_key: str,
+    deleted_key: str,
+    initial_total: int,
+    batch_size: int,
+    drop_t0: float,
+) -> tuple[int, int]:
+    deleted_total = initial_total
+    batches = 0
+    while True:
+        logger.info(
+            "Deleting %s batch from %s "
+            "(provider=%s, batch=%s, total_%s=%s, elapsed=%.3fs)",
+            phase,
+            log_target,
+            provider_id,
+            batches + 1,
+            total_key,
+            deleted_total,
+            time.perf_counter() - drop_t0,
+        )
+        record = session.run(query, {"batch_size": batch_size}).single()
+        deleted = (record[count_key] if record else 0) or 0
+        if deleted == 0:
+            return deleted_total, batches
+
+        batches += 1
+        deleted_total += deleted
+        logger.info(
+            "Deleted %s batch from %s "
+            "(provider=%s, batch=%s, %s=%s, total_%s=%s, elapsed=%.3fs)",
+            phase,
+            log_target,
+            provider_id,
+            batches,
+            deleted_key,
+            deleted,
+            total_key,
+            deleted_total,
+            time.perf_counter() - drop_t0,
+        )

api/src/backend/api/attack_paths/sink/factory.py

@@ -0,0 +1,134 @@
+"""Sink backend factory and process-wide handle cache.
+
+Picks the active backend from `settings.ATTACK_PATHS_SINK_DATABASE` at first
+use, holds the active backend plus any secondary backends needed to serve
+scans written under the previous configuration, and tears them all down on
+process shutdown. Imported via `from api.attack_paths import sink as
+sink_module`.
+"""
+
+import threading
+from enum import StrEnum, auto
+
+from api.attack_paths.sink.base import SinkDatabase
+from api.models import AttackPathsScan
+from django.conf import settings
+
+# Backend names
+
+
+class SinkBackend(StrEnum):
+    NEO4J = auto()
+    NEPTUNE = auto()
+
+
+# Backend cache
+
+_backend: SinkDatabase | None = None
+_secondary_backends: dict[SinkBackend, SinkDatabase] = {}
+_lock = threading.Lock()
+
+
+def _resolve_setting() -> SinkBackend:
+    raw = settings.ATTACK_PATHS_SINK_DATABASE.lower()
+    try:
+        return SinkBackend(raw)
+
+    except ValueError:
+        valid = sorted(b.value for b in SinkBackend)
+        raise RuntimeError(
+            f"ATTACK_PATHS_SINK_DATABASE must be one of {valid}; got {raw!r}"
+        )
+
+
+def _build_backend(name: SinkBackend) -> SinkDatabase:
+    if name is SinkBackend.NEO4J:
+        from api.attack_paths.sink.neo4j import Neo4jSink
+
+        return Neo4jSink()
+
+    if name is SinkBackend.NEPTUNE:
+        from api.attack_paths.sink.neptune import NeptuneSink
+
+        return NeptuneSink()
+
+    raise RuntimeError(f"Unknown sink backend {name!r}")
+
+
+# Lifecycle
+
+
+def init(name: SinkBackend | str | None = None) -> SinkDatabase:
+    """Initialize the configured sink backend. Idempotent."""
+    global _backend
+    if _backend is not None:
+        return _backend
+
+    with _lock:
+        if _backend is None:
+            resolved = SinkBackend(name) if name else _resolve_setting()
+            backend = _build_backend(resolved)
+            backend.init()
+            _backend = backend
+
+    return _backend
+
+
+def close() -> None:
+    """Close the active backend and every cached secondary backend."""
+    global _backend
+    with _lock:
+        backends = [
+            b for b in (_backend, *_secondary_backends.values()) if b is not None
+        ]
+        _backend = None
+        _secondary_backends.clear()
+
+    for backend in backends:
+        try:
+            backend.close()
+
+        except Exception:  # pragma: no cover - best-effort
+            pass
+
+
+def get_backend() -> SinkDatabase:
+    """Return the active sink. Initializes on first call."""
+    return init()
+
+
+# Per-scan routing
+
+
+def get_backend_for_scan(scan: AttackPathsScan) -> SinkDatabase:
+    """Route reads by the sink that stores this scan's graph."""
+    raw_backend = getattr(scan, "sink_backend", SinkBackend.NEO4J.value)
+    if not isinstance(raw_backend, str):
+        raw_backend = SinkBackend.NEO4J.value
+    return get_backend_for_name(raw_backend)
+
+
+def get_backend_for_name(name: SinkBackend | str) -> SinkDatabase:
+    """Return the backend named by persisted scan metadata."""
+    resolved = SinkBackend(name)
+    if resolved is _resolve_setting():
+        return get_backend()
+
+    return _build_backend_cached(resolved)
+
+
+def _build_backend_cached(name: SinkBackend) -> SinkDatabase:
+    # TODO: drop after Neptune cutover
+    # Needed only during cutover to serve Neo4j-written scans from a Neptune-
+    # configured API pod (and vice versa). Once every scan is on Neptune,
+    # `get_backend_for_scan` becomes a one-liner returning `get_backend()`.
+    if name in _secondary_backends:
+        return _secondary_backends[name]
+
+    with _lock:
+        if name not in _secondary_backends:
+            backend = _build_backend(name)
+            backend.init()
+            _secondary_backends[name] = backend
+
+    return _secondary_backends[name]

api/src/backend/api/attack_paths/sink/neo4j.py

@@ -0,0 +1,417 @@
+"""Neo4j sink implementation.
+
+Owns a Neo4j driver independent from the staging driver. On OSS and local dev
+this is the only sink; on hosted deployments it runs only as a legacy read
+path while phase-1 drains tenant DBs.
+"""
+
+import atexit
+import logging
+import threading
+import time
+from collections.abc import Iterator
+from contextlib import AbstractContextManager, contextmanager
+from typing import Any
+
+import neo4j
+import neo4j.exceptions
+from api.attack_paths.retryable_session import RetryableSession
+from api.attack_paths.sink.base import SinkDatabase
+from api.attack_paths.sink.drop import (
+    NODE_DELETE_QUERY_TEMPLATE,
+    RELATIONSHIP_DELETE_QUERY_TEMPLATES,
+    delete_batches,
+)
+from config.env import env
+from django.conf import settings
+
+logging.getLogger("neo4j").setLevel(logging.ERROR)
+logging.getLogger("neo4j").propagate = False
+
+logger = logging.getLogger(__name__)
+
+SERVICE_UNAVAILABLE_MAX_RETRIES = env.int(
+    "ATTACK_PATHS_SERVICE_UNAVAILABLE_MAX_RETRIES", default=3
+)
+READ_QUERY_TIMEOUT_SECONDS = env.int(
+    "ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS", default=30
+)
+CONN_ACQUISITION_TIMEOUT = env.int("NEO4J_CONN_ACQUISITION_TIMEOUT", default=15)
+# TCP connect timeout, ordered below the acquisition timeout so an unreachable
+# host can't pin a request or the readiness probe longer than this.
+CONNECTION_TIMEOUT = env.int("NEO4J_CONNECTION_TIMEOUT", default=5)
+MAX_CONNECTION_LIFETIME = env.int("NEO4J_MAX_CONNECTION_LIFETIME", default=7200)
+MAX_CONNECTION_POOL_SIZE = env.int("NEO4J_MAX_CONNECTION_POOL_SIZE", default=50)
+
+READ_EXCEPTION_CODES = [
+    "Neo.ClientError.Statement.AccessMode",
+    "Neo.ClientError.Procedure.ProcedureNotFound",
+]
+CLIENT_STATEMENT_EXCEPTION_PREFIX = "Neo.ClientError.Statement."
+DATABASE_NOT_FOUND_CODE = "Neo.ClientError.Database.DatabaseNotFound"
+
+
+class Neo4jSink(SinkDatabase):
+    """Neo4j-backed sink. Multi-database cluster; tenant isolation is physical."""
+
+    def __init__(self) -> None:
+        self._driver: neo4j.Driver | None = None
+        self._lock = threading.Lock()
+        self._atexit_registered = False
+
+    # Driver
+
+    def _config(self) -> dict:
+        return settings.DATABASES["neo4j"]
+
+    def _uri(self) -> str:
+        cfg = self._config()
+        host = cfg["HOST"]
+        port = cfg["PORT"]
+        if not host or not port:
+            raise RuntimeError(
+                "NEO4J_HOST / NEO4J_PORT must be set when ATTACK_PATHS_SINK_DATABASE=neo4j"
+            )
+        return f"bolt://{host}:{port}"
+
+    def init(self) -> neo4j.Driver:
+        if self._driver is not None:
+            return self._driver
+        with self._lock:
+            if self._driver is None:
+                cfg = self._config()
+                self._driver = neo4j.GraphDatabase.driver(
+                    self._uri(),
+                    auth=(cfg["USER"], cfg["PASSWORD"]),
+                    keep_alive=True,
+                    max_connection_lifetime=MAX_CONNECTION_LIFETIME,
+                    connection_timeout=CONNECTION_TIMEOUT,
+                    connection_acquisition_timeout=CONN_ACQUISITION_TIMEOUT,
+                    max_connection_pool_size=MAX_CONNECTION_POOL_SIZE,
+                )
+                # Eager connectivity check is best-effort:
+                # A Neo4j that is down at boot must not crash the process, same degradation model as Postgres
+                # The driver reconnects lazily on first use
+                # /health/ready surfaces the outage until it recovers
+                try:
+                    self._driver.verify_connectivity()
+
+                except Exception:
+                    logger.warning(
+                        "Neo4j sink unreachable at init; continuing with a lazily-reconnecting driver",
+                        exc_info=True,
+                    )
+
+                if not self._atexit_registered:
+                    atexit.register(self.close)
+                    self._atexit_registered = True
+        return self._driver
+
+    def _get_driver(self) -> neo4j.Driver:
+        return self.init()
+
+    def verify_connectivity(self) -> None:
+        self._get_driver().verify_connectivity()
+
+    def close(self) -> None:
+        with self._lock:
+            if self._driver is not None:
+                try:
+                    self._driver.close()
+                finally:
+                    self._driver = None
+
+    # Sessions
+
+    @contextmanager
+    def get_session(
+        self,
+        database: str | None = None,
+        default_access_mode: str | None = None,
+    ) -> Iterator[RetryableSession]:
+        from api.attack_paths.database import (
+            ClientStatementException,
+            GraphDatabaseQueryException,
+            WriteQueryNotAllowedException,
+        )
+
+        session_wrapper: RetryableSession | None = None
+        try:
+            session_wrapper = RetryableSession(
+                session_factory=lambda: self._get_driver().session(
+                    database=database, default_access_mode=default_access_mode
+                ),
+                max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
+            )
+            yield session_wrapper
+
+        except neo4j.exceptions.Neo4jError as exc:
+            if (
+                default_access_mode == neo4j.READ_ACCESS
+                and exc.code
+                and exc.code in READ_EXCEPTION_CODES
+            ):
+                raise WriteQueryNotAllowedException(
+                    message="Read query not allowed", code=READ_EXCEPTION_CODES[0]
+                )
+
+            message = exc.message if exc.message is not None else str(exc)
+            if exc.code and exc.code.startswith(CLIENT_STATEMENT_EXCEPTION_PREFIX):
+                raise ClientStatementException(message=message, code=exc.code)
+            raise GraphDatabaseQueryException(message=message, code=exc.code)
+
+        finally:
+            if session_wrapper is not None:
+                session_wrapper.close()
+
+    # Operations
+
+    def execute_read_query(
+        self,
+        database: str,
+        cypher: str,
+        parameters: dict[str, Any] | None = None,
+    ) -> neo4j.graph.Graph:
+        with self.get_session(
+            database, default_access_mode=neo4j.READ_ACCESS
+        ) as session:
+
+            def _run(tx: neo4j.ManagedTransaction) -> neo4j.graph.Graph:
+                result = tx.run(
+                    cypher, parameters or {}, timeout=READ_QUERY_TIMEOUT_SECONDS
+                )
+                return result.graph()
+
+            return session.execute_read(_run)
+
+    def create_database(self, database: str) -> None:
+        with self.get_session() as session:
+            session.run(
+                "CREATE DATABASE $database IF NOT EXISTS", {"database": database}
+            )
+
+    def drop_database(self, database: str) -> None:
+        with self.get_session() as session:
+            session.run(f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA")
+
+    def drop_subgraph(self, database: str, provider_id: str) -> int:
+        """Delete all nodes for a provider from a tenant database, batched.
+
+        Deletes relationships then nodes in batches (not `DETACH DELETE`) so a
+        dense provider's graph cannot exceed Neo4j's transaction memory limit.
+        Silently returns 0 if the database doesn't exist.
+        """
+        from api.attack_paths.database import GraphDatabaseQueryException
+        from tasks.jobs.attack_paths.config import (
+            BATCH_SIZE,
+            PROVIDER_RESOURCE_LABEL,
+            get_provider_label,
+        )
+
+        provider_label = get_provider_label(provider_id)
+        deleted_nodes = deleted_relationships = 0
+        relationship_batches = node_batches = 0
+        drop_t0 = time.perf_counter()
+
+        logger.info(
+            "Dropping provider graph from Neo4j sink database %s "
+            "(provider=%s, provider_label=%s)",
+            database,
+            provider_id,
+            provider_label,
+        )
+
+        try:
+            logger.info(
+                "Opening Neo4j sink session for provider graph drop "
+                "(database=%s, provider=%s)",
+                database,
+                provider_id,
+            )
+            with self.get_session(database) as session:
+                logger.info(
+                    "Opened Neo4j sink session for provider graph drop "
+                    "(database=%s, provider=%s)",
+                    database,
+                    provider_id,
+                )
+                log_target = f"Neo4j sink database {database}"
+                for (
+                    phase,
+                    query_template,
+                ) in RELATIONSHIP_DELETE_QUERY_TEMPLATES.items():
+                    deleted_relationships, phase_batches = delete_batches(
+                        session=session,
+                        logger=logger,
+                        log_target=log_target,
+                        provider_id=provider_id,
+                        query=query_template.format(provider_label=provider_label),
+                        phase=phase,
+                        count_key="deleted_rels_count",
+                        total_key="rels",
+                        deleted_key="deleted_rels",
+                        initial_total=deleted_relationships,
+                        batch_size=BATCH_SIZE,
+                        drop_t0=drop_t0,
+                    )
+                    relationship_batches += phase_batches
+
+                deleted_nodes, node_batches = delete_batches(
+                    session=session,
+                    logger=logger,
+                    log_target=log_target,
+                    provider_id=provider_id,
+                    query=NODE_DELETE_QUERY_TEMPLATE.format(
+                        provider_label=provider_label,
+                        provider_resource_label=PROVIDER_RESOURCE_LABEL,
+                    ),
+                    phase="node",
+                    count_key="deleted_nodes_count",
+                    total_key="nodes",
+                    deleted_key="deleted_nodes",
+                    initial_total=0,
+                    batch_size=BATCH_SIZE,
+                    drop_t0=drop_t0,
+                )
+
+        except GraphDatabaseQueryException as exc:
+            if exc.code == DATABASE_NOT_FOUND_CODE:
+                logger.info(
+                    "Skipped provider graph drop from Neo4j sink database %s "
+                    "(provider=%s, reason=database_not_found, elapsed=%.3fs)",
+                    database,
+                    provider_id,
+                    time.perf_counter() - drop_t0,
+                )
+                return 0
+            raise
+
+        logger.info(
+            "Finished dropping provider graph from Neo4j sink database %s "
+            "(provider=%s, relationship_batches=%s, deleted_rels=%s, "
+            "node_batches=%s, deleted_nodes=%s, elapsed=%.3fs)",
+            database,
+            provider_id,
+            relationship_batches,
+            deleted_relationships,
+            node_batches,
+            deleted_nodes,
+            time.perf_counter() - drop_t0,
+        )
+        return deleted_nodes
+
+    def has_provider_data(self, database: str, provider_id: str) -> bool:
+        from api.attack_paths.database import GraphDatabaseQueryException
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_RESOURCE_LABEL,
+            get_provider_label,
+        )
+
+        provider_label = get_provider_label(provider_id)
+        query = (
+            f"MATCH (n:{PROVIDER_RESOURCE_LABEL}:`{provider_label}`) RETURN 1 LIMIT 1"
+        )
+        try:
+            with self.get_session(
+                database, default_access_mode=neo4j.READ_ACCESS
+            ) as session:
+                result = session.run(query)
+                return result.single() is not None
+
+        except GraphDatabaseQueryException as exc:
+            if exc.code == DATABASE_NOT_FOUND_CODE:
+                return False
+            raise
+
+    def clear_cache(self, database: str) -> None:
+        from api.attack_paths.database import GraphDatabaseQueryException
+
+        try:
+            with self.get_session(database) as session:
+                session.run("CALL db.clearQueryCaches()")
+        except GraphDatabaseQueryException as exc:
+            logger.warning(
+                f"Failed to clear query cache for database `{database}`: {exc}"
+            )
+
+    # Sync write path
+
+    def ensure_sync_indexes(self, database: str) -> None:
+        """Create the `_provider_element_id` lookup index on `_ProviderResource`.
+
+        Every synced node carries the `_ProviderResource` label, so a single
+        index covers both node-upserts and relationship endpoint MATCHes.
+        Without this index the rel sync degrades to a label scan per row and
+        large provider syncs become unworkable.
+        """
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_ELEMENT_ID_PROPERTY,
+            PROVIDER_RESOURCE_LABEL,
+        )
+
+        query = (
+            f"CREATE INDEX provider_element_id_idx IF NOT EXISTS "
+            f"FOR (n:`{PROVIDER_RESOURCE_LABEL}`) "
+            f"ON (n.`{PROVIDER_ELEMENT_ID_PROPERTY}`)"
+        )
+        with self.get_session(database) as session:
+            session.run(query).consume()
+
+    def write_nodes(
+        self,
+        database: str,
+        labels: str,
+        rows: list[dict[str, Any]],
+    ) -> None:
+        if not rows:
+            return
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_ELEMENT_ID_PROPERTY,
+            PROVIDER_RESOURCE_LABEL,
+        )
+
+        query = f"""
+            UNWIND $rows AS row
+            MERGE (n:`{PROVIDER_RESOURCE_LABEL}` {{`{PROVIDER_ELEMENT_ID_PROPERTY}`: row.provider_element_id}})
+            SET n:{labels}
+            SET n += row.props
+        """
+        with self.get_session(database) as session:
+            session.run(query, {"rows": rows}).consume()
+
+    def write_relationships(
+        self,
+        database: str,
+        rel_type: str,
+        provider_id: str,
+        rows: list[dict[str, Any]],
+    ) -> None:
+        if not rows:
+            return
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_ELEMENT_ID_PROPERTY,
+            PROVIDER_RESOURCE_LABEL,
+            get_provider_label,
+        )
+
+        provider_label = get_provider_label(provider_id)
+        query = f"""
+            UNWIND $rows AS row
+            MATCH (s:`{PROVIDER_RESOURCE_LABEL}`:`{provider_label}` {{`{PROVIDER_ELEMENT_ID_PROPERTY}`: row.start_element_id}})
+            MATCH (t:`{PROVIDER_RESOURCE_LABEL}`:`{provider_label}` {{`{PROVIDER_ELEMENT_ID_PROPERTY}`: row.end_element_id}})
+            MERGE (s)-[r:`{rel_type}` {{`{PROVIDER_ELEMENT_ID_PROPERTY}`: row.provider_element_id}}]->(t)
+            SET r += row.props
+        """
+        with self.get_session(database) as session:
+            session.run(query, {"rows": rows}).consume()
+
+    # For compatibility with test harnesses that patch the concrete driver
+    def get_driver(self) -> neo4j.Driver:
+        return self._get_driver()
+
+
+# Helper for tests / external callers that want a writer session specifically
+def get_read_session(
+    sink: Neo4jSink, database: str
+) -> AbstractContextManager[RetryableSession]:
+    return sink.get_session(database, default_access_mode=neo4j.READ_ACCESS)

api/src/backend/api/attack_paths/sink/neptune.py

@@ -0,0 +1,491 @@
+"""AWS Neptune sink implementation.
+
+Dual Bolt drivers: one against the writer endpoint for workers, one against
+the reader endpoint for the API read path. If `NEPTUNE_READER_ENDPOINT` is
+unset the reader falls back to the writer driver so single-node clusters work.
+
+Neptune is single-database. The `database` argument on the SinkDatabase
+protocol is ignored; tenant / provider isolation is enforced by labels that
+the sync step already writes on every node (see tasks/jobs/attack_paths/sync.py).
+
+SigV4 auth lives at the bottom of this file as `neptune_auth_provider`. The
+neo4j driver invokes the returned callable on each token refresh.
+"""
+
+import atexit
+import datetime
+import json
+import logging
+import threading
+import time
+from collections.abc import Callable, Iterator
+from contextlib import contextmanager
+from typing import Any
+from urllib.parse import urlsplit
+
+import neo4j
+import neo4j.exceptions
+from api.attack_paths.retryable_session import RetryableSession
+from api.attack_paths.sink.base import SinkDatabase
+from api.attack_paths.sink.drop import (
+    NODE_DELETE_QUERY_TEMPLATE,
+    RELATIONSHIP_DELETE_QUERY_TEMPLATES,
+    delete_batches,
+)
+from botocore.auth import SigV4Auth
+from botocore.awsrequest import AWSRequest
+from botocore.session import Session as BotoSession
+from config.env import env
+from django.conf import settings
+from neo4j.auth_management import AuthManagers, ExpiringAuth
+
+logging.getLogger("neo4j").setLevel(logging.ERROR)
+logging.getLogger("neo4j").propagate = False
+
+logger = logging.getLogger(__name__)
+
+SERVICE_UNAVAILABLE_MAX_RETRIES = env.int(
+    "ATTACK_PATHS_SERVICE_UNAVAILABLE_MAX_RETRIES", default=3
+)
+READ_QUERY_TIMEOUT_SECONDS = env.int(
+    "ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS", default=30
+)
+# Neptune serverless cold-start can be >30s; give the driver room
+CONN_ACQUISITION_TIMEOUT = env.int("NEPTUNE_CONN_ACQUISITION_TIMEOUT", default=60)
+# TCP connect timeout, ordered below the acquisition timeout so an unreachable
+# endpoint can't pin a request or the readiness probe longer than this. Kept
+# generous: cold-start delays query execution, not the socket connect.
+CONNECTION_TIMEOUT = env.int("NEPTUNE_CONNECTION_TIMEOUT", default=10)
+# Roll connections hourly so SigV4 rotations and cert refreshes don't strand long-lived pool entries
+MAX_CONNECTION_LIFETIME = env.int("NEPTUNE_MAX_CONNECTION_LIFETIME", default=3600)
+MAX_CONNECTION_POOL_SIZE = env.int("NEPTUNE_MAX_CONNECTION_POOL_SIZE", default=50)
+
+READ_EXCEPTION_CODES = [
+    "Neo.ClientError.Statement.AccessMode",
+    "Neo.ClientError.Procedure.ProcedureNotFound",
+]
+CLIENT_STATEMENT_EXCEPTION_PREFIX = "Neo.ClientError.Statement."
+
+# Refresh 60s before the 5-minute SigV4 window closes
+SIGV4_TOKEN_LIFETIME_MINUTES = 4
+
+
+class NeptuneSink(SinkDatabase):
+    """Neptune-backed sink. Single database; isolation is label-based."""
+
+    def __init__(self) -> None:
+        self._writer: neo4j.Driver | None = None
+        self._reader: neo4j.Driver | None = None
+        self._lock = threading.Lock()
+        self._atexit_registered = False
+
+    # Config
+
+    def _config(self) -> dict:
+        return settings.DATABASES["neptune"]
+
+    def _bolt_uri(self, endpoint: str, port: str) -> str:
+        return f"bolt+s://{endpoint}:{port}"
+
+    def _https_url(self, endpoint: str, port: str) -> str:
+        return f"https://{endpoint}:{port}"
+
+    def _build_driver(self, endpoint: str) -> neo4j.Driver:
+        cfg = self._config()
+        port = cfg["PORT"]
+        region = cfg["REGION"]
+        if not endpoint or not region:
+            raise RuntimeError(
+                "NEPTUNE_WRITER_ENDPOINT and AWS_REGION must be set when "
+                "ATTACK_PATHS_SINK_DATABASE=neptune"
+            )
+        return neo4j.GraphDatabase.driver(
+            self._bolt_uri(endpoint, port),
+            auth=AuthManagers.bearer(
+                neptune_auth_provider(region, self._https_url(endpoint, port))
+            ),
+            keep_alive=True,
+            max_connection_lifetime=MAX_CONNECTION_LIFETIME,
+            connection_timeout=CONNECTION_TIMEOUT,
+            connection_acquisition_timeout=CONN_ACQUISITION_TIMEOUT,
+            max_connection_pool_size=MAX_CONNECTION_POOL_SIZE,
+            max_transaction_retry_time=0,
+        )
+
+    # Lifecycle
+
+    def init(self) -> None:
+        if self._writer is not None:
+            return
+        with self._lock:
+            if self._writer is None:
+                cfg = self._config()
+                writer_endpoint = cfg["WRITER_ENDPOINT"]
+                reader_endpoint = cfg["READER_ENDPOINT"] or writer_endpoint
+
+                # Eager connectivity checks are best-effort
+                # A Neptune that is down at boot must not crash the process, same degradation model as Postgres
+                # Drivers reconnect lazily on first use
+                # /health/ready surfaces the outage until it recovers
+                self._writer = self._build_driver(writer_endpoint)
+                self._verify_best_effort(self._writer, "writer")
+
+                if reader_endpoint == writer_endpoint:
+                    self._reader = self._writer
+
+                else:
+                    self._reader = self._build_driver(reader_endpoint)
+                    self._verify_best_effort(self._reader, "reader")
+
+                if not self._atexit_registered:
+                    atexit.register(self.close)
+                    self._atexit_registered = True
+
+    def close(self) -> None:
+        with self._lock:
+            # `Driver.close()` is idempotent, so closing the same driver twice
+            # (when reader aliases writer on single-endpoint configs) is safe
+            for driver in (self._reader, self._writer):
+                if driver is None:
+                    continue
+                try:
+                    driver.close()
+                except Exception:  # pragma: no cover - best-effort
+                    pass
+            self._writer = None
+            self._reader = None
+
+    # Sessions
+
+    def _get_writer(self) -> neo4j.Driver:
+        self.init()
+        assert self._writer is not None
+        return self._writer
+
+    def _get_reader(self) -> neo4j.Driver:
+        self.init()
+        assert self._reader is not None
+        return self._reader
+
+    @staticmethod
+    def _verify_best_effort(driver: neo4j.Driver, role: str) -> None:
+        try:
+            driver.verify_connectivity()
+
+        except Exception:
+            logger.warning(
+                "Neptune %s endpoint unreachable at init; continuing with a lazily-reconnecting driver",
+                role,
+                exc_info=True,
+            )
+
+    def verify_connectivity(self) -> None:
+        # The API read path uses the reader driver
+        # On single-endpoint clusters it aliases the writer, so this also covers the writer
+        # A writer-only outage is a workers' concern (no HTTP probe there) and deliberately does not fail API readiness
+        self._get_reader().verify_connectivity()
+
+    @contextmanager
+    def get_session(
+        self,
+        database: str | None = None,  # noqa: ARG002 - ignored on Neptune
+        default_access_mode: str | None = None,
+    ) -> Iterator[RetryableSession]:
+        from api.attack_paths.database import (
+            ClientStatementException,
+            GraphDatabaseQueryException,
+            WriteQueryNotAllowedException,
+        )
+
+        driver = (
+            self._get_reader()
+            if default_access_mode == neo4j.READ_ACCESS
+            else self._get_writer()
+        )
+
+        session_wrapper: RetryableSession | None = None
+        try:
+            session_wrapper = RetryableSession(
+                session_factory=lambda: driver.session(
+                    default_access_mode=default_access_mode
+                ),
+                max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
+            )
+            yield session_wrapper
+
+        except neo4j.exceptions.Neo4jError as exc:
+            if (
+                default_access_mode == neo4j.READ_ACCESS
+                and exc.code
+                and exc.code in READ_EXCEPTION_CODES
+            ):
+                raise WriteQueryNotAllowedException(
+                    message="Read query not allowed", code=READ_EXCEPTION_CODES[0]
+                )
+
+            message = exc.message if exc.message is not None else str(exc)
+            if exc.code and exc.code.startswith(CLIENT_STATEMENT_EXCEPTION_PREFIX):
+                raise ClientStatementException(message=message, code=exc.code)
+            raise GraphDatabaseQueryException(message=message, code=exc.code)
+
+        finally:
+            if session_wrapper is not None:
+                session_wrapper.close()
+
+    # Operations
+
+    def execute_read_query(
+        self,
+        database: str,  # noqa: ARG002 - ignored on Neptune
+        cypher: str,
+        parameters: dict[str, Any] | None = None,
+    ) -> neo4j.graph.Graph:
+        with self.get_session(default_access_mode=neo4j.READ_ACCESS) as session:
+
+            def _run(tx: neo4j.ManagedTransaction) -> neo4j.graph.Graph:
+                result = tx.run(
+                    cypher, parameters or {}, timeout=READ_QUERY_TIMEOUT_SECONDS
+                )
+                return result.graph()
+
+            return session.execute_read(_run)
+
+    def create_database(self, database: str) -> None:  # noqa: ARG002
+        # Neptune clusters are single-database; there is nothing to create.
+        return None
+
+    def drop_database(self, database: str) -> None:  # noqa: ARG002
+        # Neptune clusters are single-database; there is nothing to drop.
+        return None
+
+    def drop_subgraph(self, database: str, provider_id: str) -> int:  # noqa: ARG002
+        """Delete a provider's subgraph in two bounded phases.
+
+        Neptune write transactions are capped at ~2 minutes. A naive
+        `DETACH DELETE` on a label-scanned batch grows unbounded with graph
+        density (one node can drag thousands of relationships into the same
+        transaction). Instead:
+
+        1. Delete relationships incident to provider nodes, one fixed-size
+           batch per transaction.
+        2. Delete the now-orphaned nodes, one fixed-size batch per transaction.
+
+        Each transaction does work proportional to `batch_size`, never to the
+        graph's branching factor.
+        """
+        from tasks.jobs.attack_paths.config import (
+            BATCH_SIZE,
+            PROVIDER_RESOURCE_LABEL,
+            get_provider_label,
+        )
+
+        provider_label = get_provider_label(provider_id)
+        deleted_relationships = 0
+        relationship_batches = 0
+        node_batches = 0
+        drop_t0 = time.perf_counter()
+
+        logger.info(
+            "Dropping provider graph from Neptune sink "
+            "(provider=%s, provider_label=%s)",
+            provider_id,
+            provider_label,
+        )
+
+        logger.info(
+            "Opening Neptune writer session for provider graph drop (provider=%s)",
+            provider_id,
+        )
+        with self.get_session() as session:
+            logger.info(
+                "Opened Neptune writer session for provider graph drop (provider=%s)",
+                provider_id,
+            )
+            for phase, query_template in RELATIONSHIP_DELETE_QUERY_TEMPLATES.items():
+                deleted_relationships, phase_batches = delete_batches(
+                    session=session,
+                    logger=logger,
+                    log_target="Neptune sink",
+                    provider_id=provider_id,
+                    query=query_template.format(provider_label=provider_label),
+                    phase=phase,
+                    count_key="deleted_rels_count",
+                    total_key="rels",
+                    deleted_key="deleted_rels",
+                    initial_total=deleted_relationships,
+                    batch_size=BATCH_SIZE,
+                    drop_t0=drop_t0,
+                )
+                relationship_batches += phase_batches
+
+            deleted_nodes, node_batches = delete_batches(
+                session=session,
+                logger=logger,
+                log_target="Neptune sink",
+                provider_id=provider_id,
+                query=NODE_DELETE_QUERY_TEMPLATE.format(
+                    provider_label=provider_label,
+                    provider_resource_label=PROVIDER_RESOURCE_LABEL,
+                ),
+                phase="node",
+                count_key="deleted_nodes_count",
+                total_key="nodes",
+                deleted_key="deleted_nodes",
+                initial_total=0,
+                batch_size=BATCH_SIZE,
+                drop_t0=drop_t0,
+            )
+
+        logger.info(
+            "Finished dropping provider graph from Neptune sink "
+            "(provider=%s, relationship_batches=%s, deleted_rels=%s, "
+            "node_batches=%s, deleted_nodes=%s, elapsed=%.3fs)",
+            provider_id,
+            relationship_batches,
+            deleted_relationships,
+            node_batches,
+            deleted_nodes,
+            time.perf_counter() - drop_t0,
+        )
+        return deleted_nodes
+
+    def has_provider_data(self, database: str, provider_id: str) -> bool:  # noqa: ARG002
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_RESOURCE_LABEL,
+            get_provider_label,
+        )
+
+        provider_label = get_provider_label(provider_id)
+        query = (
+            f"MATCH (n:{PROVIDER_RESOURCE_LABEL}:`{provider_label}`) RETURN 1 LIMIT 1"
+        )
+        with self.get_session(default_access_mode=neo4j.READ_ACCESS) as session:
+            result = session.run(query)
+            return result.single() is not None
+
+    def clear_cache(self, database: str) -> None:  # noqa: ARG002
+        # Neptune has no user-facing cache-clear procedure; no-op.
+        return None
+
+    # Sync write path
+
+    def ensure_sync_indexes(self, database: str) -> None:  # noqa: ARG002
+        # Neptune routes node and relationship lookups through `~id`, which is the cluster's primary key
+        # No additional index is needed or supported
+        return None
+
+    def write_nodes(
+        self,
+        database: str,  # noqa: ARG002
+        labels: str,
+        rows: list[dict[str, Any]],
+    ) -> None:
+        if not rows:
+            return
+        from tasks.jobs.attack_paths.config import (
+            PROVIDER_ELEMENT_ID_PROPERTY,
+            PROVIDER_RESOURCE_LABEL,
+        )
+
+        # MERGE on `~id` is the documented and engine-optimized idempotent
+        # upsert pattern for Neptune openCypher. The label inside the MERGE
+        # matters: Neptune assigns a default `vertex` label to any node
+        # created without an explicit one, so we pin `_ProviderResource`
+        # (which every synced node carries anyway) at MERGE-time. Additional
+        # labels are added after
+        #
+        # We also write `_provider_element_id` as a regular property so
+        # non-sync code (drop_subgraph, query helpers) keeps a stable contract
+        # that doesn't know about `~id`
+        query = f"""
+            UNWIND $rows AS row
+            MERGE (n:`{PROVIDER_RESOURCE_LABEL}` {{`~id`: row.provider_element_id}})
+            SET n:{labels}
+            SET n += row.props
+            SET n.`{PROVIDER_ELEMENT_ID_PROPERTY}` = row.provider_element_id
+        """
+        with self.get_session() as session:
+            session.run(query, {"rows": rows}).consume()
+
+    def write_relationships(
+        self,
+        database: str,  # noqa: ARG002
+        rel_type: str,
+        provider_id: str,  # noqa: ARG002 - encoded in start/end `~id` already
+        rows: list[dict[str, Any]],
+    ) -> None:
+        if not rows:
+            return
+        from tasks.jobs.attack_paths.config import PROVIDER_ELEMENT_ID_PROPERTY
+
+        # `id(n) = $value` is Neptune's parameterized fast path; both endpoint
+        # MATCHes resolve in O(1) via the system `~id`, so per-row work stays
+        # bounded regardless of batch size
+        query = f"""
+            UNWIND $rows AS row
+            MATCH (s) WHERE id(s) = row.start_element_id
+            MATCH (e) WHERE id(e) = row.end_element_id
+            MERGE (s)-[r:`{rel_type}` {{`{PROVIDER_ELEMENT_ID_PROPERTY}`: row.provider_element_id}}]->(e)
+            SET r += row.props
+        """
+        with self.get_session() as session:
+            session.run(query, {"rows": rows}).consume()
+
+    # Test helpers
+
+    def get_writer(self) -> neo4j.Driver:
+        return self._get_writer()
+
+    def get_reader(self) -> neo4j.Driver:
+        return self._get_reader()
+
+
+# SigV4 auth provider
+
+
+class _NeptuneAuthToken(neo4j.Auth):
+    """Neo4j Auth backed by a SigV4-signed GET to `/opencypher`."""
+
+    def __init__(self, region: str, url: str) -> None:
+        session = BotoSession()
+        credentials = session.get_credentials()
+        if credentials is None:
+            raise RuntimeError(
+                "No AWS credentials available for Neptune SigV4 signing. "
+                "Ensure the boto3 credential chain can resolve."
+            )
+        credentials = credentials.get_frozen_credentials()
+
+        request = AWSRequest(method="GET", url=url + "/opencypher")
+        # SigV4 canonical Host must carry the real `host:port`
+        # Neptune runs on a non-default port (8182), so `.hostname` would drop it and break signing
+        request.headers.add_header("Host", urlsplit(url).netloc)
+        SigV4Auth(credentials, "neptune-db", region).add_auth(request)
+
+        auth_obj = {
+            header: request.headers[header]
+            for header in (
+                "Authorization",
+                "X-Amz-Date",
+                "X-Amz-Security-Token",
+                "Host",
+            )
+            if header in request.headers
+        }
+        auth_obj["HttpMethod"] = "GET"
+
+        super().__init__("basic", "username", json.dumps(auth_obj))
+
+
+def neptune_auth_provider(region: str, https_url: str) -> Callable[[], ExpiringAuth]:
+    """Return a callable the neo4j driver can invoke to refresh credentials."""
+
+    def _provider() -> ExpiringAuth:
+        token = _NeptuneAuthToken(region, https_url)
+        expires_at = (
+            datetime.datetime.now(datetime.UTC)
+            + datetime.timedelta(minutes=SIGV4_TOKEN_LIFETIME_MINUTES)
+        ).timestamp()
+        return ExpiringAuth(auth=token, expires_at=expires_at)
+
+    return _provider

api/src/backend/api/attack_paths/views_helpers.py

@@ -1,12 +1,11 @@
 import logging
-
-from typing import Any, Iterable
+from collections.abc import Iterable
+from typing import Any
 
 import neo4j
-
-from rest_framework.exceptions import APIException, PermissionDenied, ValidationError
-
-from api.attack_paths import database as graph_database, AttackPathsQueryDefinition
+from api.attack_paths import AttackPathsQueryDefinition
+from api.attack_paths import database as graph_database
+from api.attack_paths import sink as sink_module
 from api.attack_paths.cypher_sanitizer import (
     inject_provider_label,
     validate_custom_query,
@@ -16,7 +15,10 @@ from api.attack_paths.queries.schema import (
     RAW_SCHEMA_URL,
     get_cartography_schema_query,
 )
+from api.models import AttackPathsScan
 from config.custom_logging import BackendLogger
+from config.env import env
+from rest_framework.exceptions import APIException, PermissionDenied, ValidationError
 from tasks.jobs.attack_paths.config import (
     INTERNAL_LABELS,
     INTERNAL_PROPERTIES,
@@ -27,6 +29,10 @@ from tasks.jobs.attack_paths.config import (
 logger = logging.getLogger(BackendLogger.API)
 
 
+def _custom_query_timeout_ms() -> int:
+    return env.int("ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS", default=30) * 1000
+
+
 # Predefined query helpers
 
 
@@ -103,13 +109,13 @@ def execute_query(
     definition: AttackPathsQueryDefinition,
     parameters: dict[str, Any],
     provider_id: str,
+    scan: AttackPathsScan,
 ) -> dict[str, Any]:
     try:
-        graph = graph_database.execute_read_query(
-            database=database_name,
-            cypher=definition.cypher,
-            parameters=parameters,
-        )
+        # TODO: drop after Neptune cutover
+        # Route reads by the scan row's recorded sink, not by current settings.
+        backend = sink_module.get_backend_for_scan(scan)
+        graph = backend.execute_read_query(database_name, definition.cypher, parameters)
         return _serialize_graph(graph, provider_id)
 
     except graph_database.WriteQueryNotAllowedException:
@@ -143,22 +149,31 @@ def execute_custom_query(
     database_name: str,
     cypher: str,
     provider_id: str,
+    scan: AttackPathsScan,
 ) -> dict[str, Any]:
     # Defense-in-depth for custom queries:
-    # 1. neo4j.READ_ACCESS — prevents mutations at the driver level
-    # 2. inject_provider_label() — regex-based label injection scopes node patterns
-    # 3. _serialize_graph() — post-query filter drops nodes without the provider label
+    # 1. `neo4j.READ_ACCESS` — prevents mutations at the driver level
+    # 2. `inject_provider_label()` — regex-based label injection scopes node patterns
+    # 3. `_serialize_graph()` — post-query filter drops nodes without the provider label
+    # 4. `USING QUERY:TIMEOUTMILLISECONDS` on Neptune — server-side runaway cutoff
     #
     # Layer 2 is best-effort (regex can't fully parse Cypher);
     # layer 3 is the safety net that guarantees provider isolation.
     validate_custom_query(cypher)
     cypher = inject_provider_label(cypher, provider_id)
 
+    # TODO: drop after Neptune cutover
+    backend = sink_module.get_backend_for_scan(scan)
+
+    # Neptune enforces a cluster-level query timeout; prepending the hint
+    # makes the limit explicit and matches the client-side read timeout.
+    # Applies only when the scan's graph lives in Neptune.
+    if getattr(scan, "sink_backend", None) == "neptune":
+        timeout_ms = _custom_query_timeout_ms()
+        cypher = f"USING QUERY:TIMEOUTMILLISECONDS {timeout_ms}\n{cypher}"
+
     try:
-        graph = graph_database.execute_read_query(
-            database=database_name,
-            cypher=cypher,
-        )
+        graph = backend.execute_read_query(database_name, cypher, None)
         serialized = _serialize_graph(graph, provider_id)
         return _truncate_graph(serialized)
 
@@ -181,10 +196,11 @@ def execute_custom_query(
 
 
 def get_cartography_schema(
-    database_name: str, provider_id: str
+    database_name: str, provider_id: str, scan: AttackPathsScan
 ) -> dict[str, str] | None:
     try:
-        with graph_database.get_session(
+        backend = sink_module.get_backend_for_scan(scan)
+        with backend.get_session(
             database_name, default_access_mode=neo4j.READ_ACCESS
         ) as session:
             result = session.run(get_cartography_schema_query(provider_id))

api/src/backend/api/authentication.py

@@ -1,18 +1,19 @@
-from typing import Optional, Tuple
+from math import isfinite
 from uuid import UUID
 
+from api.db_router import MainRouter
+from api.models import TenantAPIKey, TenantAPIKeyManager
 from cryptography.fernet import InvalidToken
+from django.core.exceptions import ObjectDoesNotExist
 from django.utils import timezone
 from drf_simple_apikey.backends import APIKeyAuthentication as BaseAPIKeyAuth
 from drf_simple_apikey.crypto import get_crypto
+from drf_simple_apikey.settings import package_settings
 from rest_framework.authentication import BaseAuthentication
 from rest_framework.exceptions import AuthenticationFailed
 from rest_framework.request import Request
 from rest_framework_simplejwt.authentication import JWTAuthentication
 
-from api.db_router import MainRouter
-from api.models import TenantAPIKey, TenantAPIKeyManager
-
 
 class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
     model = TenantAPIKey
@@ -23,18 +24,49 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
     def _authenticate_credentials(self, request, key):
         """
         Override to use admin connection, bypassing RLS during authentication.
-        Delegates to parent after temporarily routing model queries to admin DB.
         """
-        # Temporarily point the model's manager to admin database
-        original_objects = self.model.objects
-        self.model.objects = self.model.objects.using(MainRouter.admin_db)
+        try:
+            payload = self.key_crypto.decrypt(key)
+        except ValueError:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        if not isinstance(payload, dict):
+            raise AuthenticationFailed("Invalid API Key.")
+
+        payload_pk = payload.get("_pk")
+        payload_exp = payload.get("_exp")
+        if (
+            not isinstance(payload_pk, str)
+            or isinstance(payload_exp, bool)
+            or not isinstance(payload_exp, (int, float))
+            or not isfinite(payload_exp)
+        ):
+            raise AuthenticationFailed("Invalid API Key.")
 
         try:
-            # Call parent method which will now use admin database
-            return super()._authenticate_credentials(request, key)
-        finally:
-            # Restore original manager
-            self.model.objects = original_objects
+            api_key_pk = UUID(payload_pk)
+        except ValueError:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        if payload_exp < timezone.now().timestamp():
+            raise AuthenticationFailed("API Key has already expired.")
+
+        try:
+            api_key = self.model.objects.using(MainRouter.admin_db).get(id=api_key_pk)
+        except ObjectDoesNotExist:
+            raise AuthenticationFailed("No entity matching this api key.")
+
+        if api_key.revoked:
+            raise AuthenticationFailed("This API Key has been revoked.")
+
+        client_ip = request.META.get(package_settings.IP_ADDRESS_HEADER)
+        if api_key.blacklisted_ips and client_ip in api_key.blacklisted_ips:
+            raise AuthenticationFailed("Access denied from blacklisted IP.")
+
+        if api_key.whitelisted_ips and client_ip not in api_key.whitelisted_ips:
+            raise AuthenticationFailed("Access restricted to specific IP addresses.")
+
+        return api_key.entity, key
 
     def authenticate(self, request: Request):
         prefixed_key = self.get_key(request)
@@ -81,7 +113,7 @@ class CombinedJWTOrAPIKeyAuthentication(BaseAuthentication):
     jwt_auth = JWTAuthentication()
     api_key_auth = TenantAPIKeyAuthentication()
 
-    def authenticate(self, request: Request) -> Optional[Tuple[object, dict]]:
+    def authenticate(self, request: Request) -> tuple[object, dict] | None:
         auth_header = request.headers.get("Authorization", "")
 
         # Prioritize JWT authentication if both are present
@@ -93,3 +125,30 @@ class CombinedJWTOrAPIKeyAuthentication(BaseAuthentication):
 
         # Default fallback
         return self.jwt_auth.authenticate(request)
+
+
+class SSEAuthentication(CombinedJWTOrAPIKeyAuthentication):
+    """JWT/API-Key auth that also accepts `?access_token=<jwt>`.
+
+    Browser `EventSource` is the only widely available SSE client API
+    and it cannot set the `Authorization` header (its constructor takes
+    only a URL and `withCredentials`). To keep browser SSE clients on
+    the same auth stack as the rest of the API, SSE endpoints additionally
+    accept a JWT via the `?access_token=<jwt>` query parameter — the
+    standard parameter name defined in RFC 6750 Section 2.3 for bearer tokens.
+    """
+
+    def authenticate(self, request: Request):
+        auth_header = request.headers.get("Authorization", "")
+        if auth_header:
+            return super().authenticate(request)
+
+        raw_token = request.query_params.get("access_token")
+        if not raw_token:
+            # No header and no query token — let the default path raise
+            # the canonical AuthenticationFailed via the parent class.
+            return super().authenticate(request)
+
+        validated_token = self.jwt_auth.get_validated_token(raw_token)
+        user = self.jwt_auth.get_user(validated_token)
+        return user, validated_token

api/src/backend/api/base_views.py

@@ -1,3 +1,9 @@
+from api.authentication import CombinedJWTOrAPIKeyAuthentication
+from api.db_router import MainRouter, reset_read_db_alias, set_read_db_alias
+from api.db_utils import POSTGRES_USER_VAR, rls_transaction
+from api.filters import CustomDjangoFilterBackend
+from api.models import Role, UserRoleRelationship
+from api.rbac.permissions import HasPermissions
 from django.conf import settings
 from django.db import transaction
 from rest_framework import permissions
@@ -8,13 +14,6 @@ from rest_framework.response import Response
 from rest_framework_json_api import filters
 from rest_framework_json_api.views import ModelViewSet
 
-from api.authentication import CombinedJWTOrAPIKeyAuthentication
-from api.db_router import MainRouter, reset_read_db_alias, set_read_db_alias
-from api.db_utils import POSTGRES_USER_VAR, rls_transaction
-from api.filters import CustomDjangoFilterBackend
-from api.models import Role, UserRoleRelationship
-from api.rbac.permissions import HasPermissions
-
 
 class BaseViewSet(ModelViewSet):
     authentication_classes = [CombinedJWTOrAPIKeyAuthentication]

api/src/backend/api/compliance.py

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