chore(changelog): v5.33.1 (#11947 )

Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
chore(security): allow internal endpoints for Lighthouse AI OpenAI compatible (#11942 )
2026-08-19 17:40:25 +00:00 · 2026-07-10 14:49:59 +02:00 · 2026-07-10 13:34:12 +02:00 · 2026-07-10 11:55:02 +02:00 · 2026-07-10 11:28:44 +02:00 · 2026-07-09 16:43:27 +01:00
2545 changed files with 26168 additions and 141426 deletions
@@ -72,8 +72,8 @@ NEO4J_APOC_IMPORT_FILE_ENABLED=false
 NEO4J_APOC_IMPORT_FILE_USE_NEO4J_CONFIG=true
 NEO4J_APOC_TRIGGER_ENABLED=false
 NEO4J_DBMS_CONNECTOR_BOLT_LISTEN_ADDRESS=0.0.0.0:7687
-# Attack Paths graph settings
-ATTACK_PATHS_GRAPH_MUTATION_BATCH_SIZE=1000
+# Neo4j Prowler settings
+ATTACK_PATHS_BATCH_SIZE=1000
 ATTACK_PATHS_SERVICE_UNAVAILABLE_MAX_RETRIES=3
 ATTACK_PATHS_READ_QUERY_TIMEOUT_SECONDS=30
 ATTACK_PATHS_MAX_CUSTOM_QUERY_NODES=250
@@ -146,7 +146,7 @@ DJANGO_SENTRY_DSN=
 DJANGO_THROTTLE_TOKEN_OBTAIN=50/minute

 # Sentry for the web app (server + browser). The UI_SENTRY_* values load only
-# when UI_SENTRY_ENABLED="true"; without it they are ignored (default off, zero
+# when UI_SENTRY_ENABLE="true"; without it they are ignored (default off, zero
 # egress). The deprecated NEXT_PUBLIC_SENTRY_DSN still activates Sentry without
 # the flag. SENTRY_RELEASE (unprefixed) feeds the web app's server/edge SDKs.
 UI_SENTRY_DSN=
@@ -158,7 +158,7 @@ SENTRY_RELEASE=local
 # REO_DEV_CLIENT_ID=

 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.39.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.33.1

 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
@@ -1,6 +0,0 @@
-# Generated by gh-aw and marked DO NOT EDIT. It uses concurrency options newer than
-# actionlint knows, so the findings are about actionlint's schema, not our workflows.
-paths:
-  .github/workflows/**/*.lock.yml:
-    ignore:
-      - '.*'
@@ -1,179 +0,0 @@
-name: 'Container Security Scan with Grype'
-description: 'Scans container images for vulnerabilities using Grype and reports results'
-author: 'Prowler'
-
-inputs:
-  image-name:
-    description: 'Container image name to scan'
-    required: true
-  image-tag:
-    description: 'Container image tag to scan'
-    required: true
-    default: ${{ github.sha }}
-  fail-on-severity:
-    description: 'Fail the build on findings at this severity or above: critical, high, or none'
-    required: false
-    default: 'high'
-  upload-sarif:
-    description: 'Upload results to GitHub Security tab'
-    required: false
-    default: 'true'
-  create-pr-comment:
-    description: 'Create a comment on the PR with scan results'
-    required: false
-    default: 'true'
-  artifact-retention-days:
-    description: 'Days to retain the Grype report artifact'
-    required: false
-    default: '2'
-
-outputs:
-  critical-count:
-    description: 'Number of critical vulnerabilities found'
-    value: ${{ steps.security-check.outputs.critical }}
-  high-count:
-    description: 'Number of high vulnerabilities found'
-    value: ${{ steps.security-check.outputs.high }}
-  total-count:
-    description: 'Total number of vulnerabilities found'
-    value: ${{ steps.security-check.outputs.total }}
-
-runs:
-  using: 'composite'
-  steps:
-    - name: Run Grype vulnerability scan (JSON)
-      uses: anchore/scan-action@e1165082ffb1fe366ebaf02d8526e7c4989ea9d2 # v7.4.0
-      with:
-        image: ${{ inputs.image-name }}:${{ inputs.image-tag }}
-        output-format: 'json'
-        output-file: 'grype-report.json'
-        fail-build: 'false'
-        by-cve: 'true' # Report CVE ids rather than GHSA, so findings line up with Trivy's
-        only-fixed: 'true' # A finding with no available fix is not actionable, so it must not gate
-        cache-db: 'true'
-        grype-version: 'v0.116.1'
-
-    - name: Run Grype vulnerability scan (SARIF)
-      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
-      uses: anchore/scan-action@e1165082ffb1fe366ebaf02d8526e7c4989ea9d2 # v7.4.0
-      with:
-        image: ${{ inputs.image-name }}:${{ inputs.image-tag }}
-        output-format: 'sarif'
-        output-file: 'grype-results.sarif'
-        fail-build: 'false'
-        severity-cutoff: 'high'
-        by-cve: 'true'
-        only-fixed: 'true' # A finding with no available fix is not actionable, so it must not gate
-        cache-db: 'true'
-        grype-version: 'v0.116.1'
-
-    - name: Upload Grype results to GitHub Security tab
-      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
-      uses: github/codeql-action/upload-sarif@a2983b8bed1923f44751c5c43237f479442827b3 # v3.37.4
-      with:
-        sarif_file: 'grype-results.sarif'
-        category: 'grype-container'
-
-    - name: Upload Grype report artifact
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-      if: always()
-      with:
-        name: grype-scan-report-${{ inputs.image-name }}-${{ inputs.image-tag }}
-        path: grype-report.json
-        retention-days: ${{ inputs.artifact-retention-days }}
-
-    - name: Generate security summary
-      id: security-check
-      shell: bash
-      run: |
-        CRITICAL=$(jq '[.matches[]? | select(.vulnerability.severity=="Critical")] | length' grype-report.json)
-        HIGH=$(jq '[.matches[]? | select(.vulnerability.severity=="High")] | length' grype-report.json)
-        TOTAL=$(jq '[.matches[]?] | length' grype-report.json)
-
-        echo "critical=$CRITICAL" >> $GITHUB_OUTPUT
-        echo "high=$HIGH" >> $GITHUB_OUTPUT
-        echo "total=$TOTAL" >> $GITHUB_OUTPUT
-
-        echo "### 🔎 Container Security Scan (Grype)" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo "**Image:** \`${INPUTS_IMAGE_NAME}:${INPUTS_IMAGE_TAG}\`" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo "- 🔴 Critical: $CRITICAL" >> $GITHUB_STEP_SUMMARY
-        echo "- 🟠 High: $HIGH" >> $GITHUB_STEP_SUMMARY
-        echo "- **Total**: $TOTAL" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo "Reported alongside Trivy, not instead of it. Counts differ by design." >> $GITHUB_STEP_SUMMARY
-      env:
-        INPUTS_IMAGE_NAME: ${{ inputs.image-name }}
-        INPUTS_IMAGE_TAG: ${{ inputs.image-tag }}
-
-    # Before the gate, so the comment is there to explain a failure rather than absent because of it
-    - name: Comment scan results on PR
-      if: >-
-        inputs.create-pr-comment == 'true'
-        && github.event_name == 'pull_request'
-        && github.event.pull_request.head.repo.full_name == github.repository
-      uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
-      env:
-        IMAGE_NAME: ${{ inputs.image-name }}
-        GITHUB_SHA: ${{ inputs.image-tag }}
-        CUTOFF: ${{ inputs.fail-on-severity }}
-      with:
-        script: |
-          const comment = require('./.github/scripts/grype-pr-comment.js');
-
-          // Unique identifier to find our comment
-          const marker = `<!-- grype-scan-comment:${process.env.IMAGE_NAME} -->`;
-          const body = marker + '\n' + comment;
-
-          const { data: comments } = await github.rest.issues.listComments({
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            issue_number: context.issue.number,
-          });
-
-          const existingComment = comments.find(c => c.body?.includes(marker));
-
-          if (existingComment) {
-            await github.rest.issues.updateComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              comment_id: existingComment.id,
-              body: body
-            });
-            console.log('✅ Updated existing Grype scan comment');
-          } else {
-            await github.rest.issues.createComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: context.issue.number,
-              body: body
-            });
-            console.log('✅ Created new Grype scan comment');
-          }
-
-    - name: Check for blocking vulnerabilities
-      if: inputs.fail-on-severity != 'none'
-      shell: bash
-      run: |
-        if [ "$CUTOFF" = "critical" ]; then
-          BLOCKING=$CRITICAL
-          SEVERITIES='["Critical"]'
-        else
-          BLOCKING=$((CRITICAL + HIGH))
-          SEVERITIES='["Critical","High"]'
-        fi
-
-        if [ "$BLOCKING" -gt 0 ]; then
-          echo "::error::Found $BLOCKING vulnerabilities at severity ${CUTOFF} or above ($CRITICAL critical, $HIGH high)"
-          echo "::warning::Update the package, or add it to .grype.yaml with a reason if nothing can be done"
-          jq -r --argjson severities "$SEVERITIES" \
-            '.matches[] | select(.vulnerability.severity | IN($severities[]))
-             | "  \(.vulnerability.severity)\t\(.vulnerability.id)\t\(.artifact.name) \(.artifact.version)"' \
-            grype-report.json | sort -u
-          exit 1
-        fi
-      env:
-        CUTOFF: ${{ inputs.fail-on-severity }}
-        CRITICAL: ${{ steps.security-check.outputs.critical }}
-        HIGH: ${{ steps.security-check.outputs.high }}
@@ -86,7 +86,7 @@ runs:
      run: pip install --no-cache-dir --upgrade pip && pip install --no-cache-dir "uv==${UV_VERSION}"

    - name: Set up Python ${{ inputs.python-version }}
-      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
      with:
        python-version: ${{ inputs.python-version }}
        cache: 'pip'
@@ -14,10 +14,10 @@ inputs:
    description: 'Severities to scan for (comma-separated)'
    required: false
    default: 'CRITICAL,HIGH,MEDIUM,LOW'
-  fail-on-severity:
-    description: 'Fail the build on findings at this severity or above: critical, high, or none'
+  fail-on-critical:
+    description: 'Fail the build if critical vulnerabilities are found'
    required: false
-    default: 'high'
+    default: 'false'
  upload-sarif:
    description: 'Upload results to GitHub Security tab'
    required: false
@@ -54,7 +54,7 @@ runs:
          trivy-db-${{ runner.os }}-

    - name: Run Trivy vulnerability scan (JSON)
-      uses: aquasecurity/trivy-action@ed142fd0673e97e23eac54620cfb913e5ce36c25 # v0.36.0
+      uses: aquasecurity/trivy-action@e368e328979b113139d6f9068e03accaed98a518 # 0.34.1
      with:
        image-ref: ${{ inputs.image-name }}:${{ inputs.image-tag }}
        format: 'json'
@@ -62,16 +62,12 @@ runs:
        severity: ${{ inputs.severity }}
        exit-code: '0'
        scanners: 'vuln'
-        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.72.0'
-      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
-      env:
-        TRIVY_IGNOREFILE: '.trivyignore.yaml'
+        version: 'v0.71.2'

    - name: Run Trivy vulnerability scan (SARIF)
      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
-      uses: aquasecurity/trivy-action@ed142fd0673e97e23eac54620cfb913e5ce36c25 # v0.36.0
+      uses: aquasecurity/trivy-action@e368e328979b113139d6f9068e03accaed98a518 # 0.34.1
      with:
        image-ref: ${{ inputs.image-name }}:${{ inputs.image-tag }}
        format: 'sarif'
@@ -79,16 +75,12 @@ runs:
        severity: 'CRITICAL,HIGH'
        exit-code: '0'
        scanners: 'vuln'
-        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.72.0'
-      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
-      env:
-        TRIVY_IGNOREFILE: '.trivyignore.yaml'
+        version: 'v0.71.2'

    - name: Upload Trivy results to GitHub Security tab
      if: inputs.upload-sarif == 'true' && github.event_name == 'push'
-      uses: github/codeql-action/upload-sarif@a2983b8bed1923f44751c5c43237f479442827b3 # v3.37.4
+      uses: github/codeql-action/upload-sarif@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
      with:
        sarif_file: 'trivy-results.sarif'
        category: 'trivy-container'
@@ -171,28 +163,13 @@ runs:
            console.log('✅ Created new Trivy scan comment');
          }

-    - name: Check for blocking vulnerabilities
-      if: inputs.fail-on-severity != 'none'
+    - name: Check for critical vulnerabilities
+      if: inputs.fail-on-critical == 'true' && steps.security-check.outputs.critical != '0'
      shell: bash
      run: |
-        if [ "$CUTOFF" = "critical" ]; then
-          BLOCKING=$CRITICAL
-          SEVERITIES='["CRITICAL"]'
-        else
-          BLOCKING=$((CRITICAL + HIGH))
-          SEVERITIES='["CRITICAL","HIGH"]'
-        fi
+        echo "::error::Found ${STEPS_SECURITY_CHECK_OUTPUTS_CRITICAL} critical vulnerabilities"
+        echo "::warning::Please update packages or use a different base image"
+        exit 1

-        if [ "$BLOCKING" -gt 0 ]; then
-          echo "::error::Found $BLOCKING vulnerabilities at severity ${CUTOFF} or above ($CRITICAL critical, $HIGH high)"
-          echo "::warning::Update the package, or add it to .trivyignore.yaml with a reason if nothing can be done"
-          jq -r --argjson severities "$SEVERITIES" \
-            '.Results[]?.Vulnerabilities[]? | select(.Severity | IN($severities[]))
-             | "  \(.Severity)\t\(.VulnerabilityID)\t\(.PkgName) \(.InstalledVersion)"' \
-            trivy-report.json | sort -u
-          exit 1
-        fi
      env:
-        CUTOFF: ${{ inputs.fail-on-severity }}
-        CRITICAL: ${{ steps.security-check.outputs.critical }}
-        HIGH: ${{ steps.security-check.outputs.high }}
+        STEPS_SECURITY_CHECK_OUTPUTS_CRITICAL: ${{ steps.security-check.outputs.critical }}
@@ -5,20 +5,10 @@
      "version": "v8",
      "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
    },
-    "github/gh-aw-actions/setup@v0.81.6": {
-      "repo": "github/gh-aw-actions/setup",
-      "version": "v0.81.6",
-      "sha": "ba6380cc6e5be5d21677bebe04d52fb48e3abec7"
-    },
    "github/gh-aw/actions/setup@v0.43.23": {
      "repo": "github/gh-aw/actions/setup",
      "version": "v0.43.23",
      "sha": "9382be3ca9ac18917e111a99d4e6bbff58d0dccc"
-    },
-    "step-security/harden-runner@v2.20.0": {
-      "repo": "step-security/harden-runner",
-      "version": "v2.20.0",
-      "sha": "bf7454d06d71f1098171f2acdf0cd4708d7b5920"
    }
  }
 }
@@ -20,7 +20,6 @@ Please add a detailed description of how to review this PR.

 - [ ] This feature/issue is listed in the [open issues](https://github.com/prowler-cloud/prowler/issues?q=sort%3Aupdated-desc+is%3Aissue+is%3Aopen) or roadmap.prowler.com
 - [ ] Is it assigned to me, if not, request it via the [open issues](https://github.com/prowler-cloud/prowler/issues?q=sort%3Aupdated-desc+is%3Aissue+is%3Aopen) or [Prowler Community Slack](https://goto.prowler.com/slack)
- [ ] I have reviewed the [open pull requests](https://github.com/prowler-cloud/prowler/pulls?q=sort%3Aupdated-desc+is%3Apr+is%3Aopen) and confirmed there is no existing PR that implements the same outcome

 </details>

@@ -28,7 +27,7 @@ Please add a detailed description of how to review this PR.
 - [ ] Review if the code is being covered by tests.
 - [ ] Review if code is being documented following this specification https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings
 - [ ] Review if backport is needed.
- [ ] Review if is needed to change the [README.md](https://github.com/prowler-cloud/prowler/blob/master/README.md)
+- [ ] Review if is needed to change the [Readme.md](https://github.com/prowler-cloud/prowler/blob/master/README.md)
 - [ ] Ensure a changelog fragment is added under [prowler/changelog.d/](https://github.com/prowler-cloud/prowler/tree/master/prowler/changelog.d), if applicable.

 #### SDK/CLI
@@ -23,10 +23,6 @@
  "prConcurrentLimit": 20,
  "prHourlyLimit": 10,
  "vulnerabilityAlerts": {
-    "labels": [
-      "dependencies",
-      "security"
-    ],
    "prHourlyLimit": 0,
    "prConcurrentLimit": 0
  },
@@ -64,13 +60,6 @@
      ],
      "enabled": true
    },
-    {
-      "description": "gh-aw compiled lock files - generated by 'gh aw compile', action pins must match the compiler version, never bump directly",
-      "matchFileNames": [
-        ".github/workflows/*.lock.yml"
-      ],
-      "enabled": false
-    },
    {
      "description": "GitHub Actions - single grouped PR, no changelog, scope=ci",
      "matchManagers": [
@@ -1,100 +0,0 @@
-const fs = require('fs');
-
-// Configuration from environment variables
-const REPORT_FILE = process.env.GRYPE_REPORT_FILE || 'grype-report.json';
-const IMAGE_NAME = process.env.IMAGE_NAME || 'container-image';
-const GITHUB_SHA = process.env.GITHUB_SHA || 'unknown';
-const GITHUB_REPOSITORY = process.env.GITHUB_REPOSITORY || '';
-const GITHUB_RUN_ID = process.env.GITHUB_RUN_ID || '';
-const CUTOFF = process.env.CUTOFF || 'high';
-
-// A cutoff of 'critical' blocks only on critical; anything else blocks on high and above
-const blocking = CUTOFF === 'critical' ? ['Critical'] : ['Critical', 'High'];
-
-const report = JSON.parse(fs.readFileSync(REPORT_FILE, 'utf-8'));
-const matches = Array.isArray(report.matches) ? report.matches : [];
-const ignored = Array.isArray(report.ignoredMatches) ? report.ignoredMatches : [];
-
-const counts = { Critical: 0, High: 0, Medium: 0, Low: 0, Negligible: 0, Unknown: 0 };
-const blockers = new Map();
-
-for (const match of matches) {
-    const severity = match.vulnerability.severity;
-    if (counts[severity] !== undefined) {
-        counts[severity]++;
-    }
-    if (blocking.includes(severity)) {
-        const artifact = match.artifact;
-        const fixedIn = (match.vulnerability.fix && match.vulnerability.fix.versions || []).join(', ');
-        // Same CVE can match several install paths of one package; collapse them
-        blockers.set(`${match.vulnerability.id}|${artifact.name}`, {
-            id: match.vulnerability.id,
-            severity,
-            name: artifact.name,
-            version: artifact.version,
-            fixedIn
-        });
-    }
-}
-
-const ignoredBlocking = ignored.filter(m => blocking.includes(m.vulnerability.severity)).length;
-const shortSha = GITHUB_SHA.substring(0, 7);
-const timestamp = new Date().toISOString().replace('T', ' ').substring(0, 19) + ' UTC';
-
-const severityConfig = {
-    Critical: { icon: '🔴', label: 'Critical' },
-    High: { icon: '🟠', label: 'High' },
-    Medium: { icon: '🟡', label: 'Medium' },
-    Low: { icon: '🔵', label: 'Low' }
-};
-
-let comment = '## 🔎 Container Security Scan (Grype)\n\n';
-comment += `**Image:** \`${IMAGE_NAME}:${shortSha}\`\n`;
-comment += `**Last scan:** ${timestamp}\n\n`;
-
-if (blockers.size === 0) {
-    comment += '### ✅ Nothing Blocking\n\n';
-    comment += `No findings at **${blocking.join(' or ').toLowerCase()}** severity.\n`;
-} else {
-    comment += `### ⚠️ ${blockers.size} Finding(s) Blocking This PR\n\n`;
-    comment += '| Severity | CVE | Package | Installed | Fixed in |\n';
-    comment += '|---|---|---|---|---|\n';
-
-    const order = { Critical: 0, High: 1 };
-    const rows = [...blockers.values()].sort((a, b) =>
-        (order[a.severity] - order[b.severity]) || a.name.localeCompare(b.name));
-
-    for (const row of rows) {
-        const config = severityConfig[row.severity];
-        comment += `| ${config.icon} ${config.label} | \`${row.id}\` | \`${row.name}\` | ${row.version} | ${row.fixedIn || '—'} |\n`;
-    }
-
-    comment += '\n**What to do:**\n';
-    comment += '- Upgrade the package to the version in the "Fixed in" column.\n';
-    comment += '- If it is pinned by another dependency, or the fix is otherwise out of reach, add it to `.grype.yaml` **with the reason**.\n';
-    comment += '- Findings with no published fix never appear here: the scan runs with `only-fixed`, so it reports only what can actually be acted on.\n';
-}
-
-const otherCounts = Object.entries(counts)
-    .filter(([severity, count]) => !blocking.includes(severity) && count > 0)
-    .map(([severity, count]) => `${severity.toLowerCase()}: ${count}`);
-
-if (otherCounts.length > 0) {
-    comment += `\nNot blocking at this cutoff — ${otherCounts.join(', ')}.\n`;
-}
-
-if (ignoredBlocking > 0) {
-    comment += `\n${ignoredBlocking} finding(s) excluded by \`.grype.yaml\`, each with a documented reason.\n`;
-}
-
-comment += '\n---\n';
-comment += '📋 **Resources:**\n';
-
-if (GITHUB_REPOSITORY && GITHUB_RUN_ID) {
-    comment += `- [Download full report](https://github.com/${GITHUB_REPOSITORY}/actions/runs/${GITHUB_RUN_ID}) (see artifacts)\n`;
-}
-
-comment += '- [View in Security tab](https://github.com/' + (GITHUB_REPOSITORY || 'repository') + '/security/code-scanning)\n';
-comment += '- Scanned with [Grype](https://github.com/anchore/grype), alongside Trivy\n';
-
-module.exports = comment;
@@ -51,8 +51,7 @@ STDERR="$(mktemp)"
 trap 'rm -f "${STDERR}"' EXIT

 set +e
-# ${a[@]+...} guard: an empty array trips `set -u` on bash before 4.4.
-OUTPUT="$(osv-scanner scan source ${SCAN_ARGS[@]+"${SCAN_ARGS[@]}"} --format=json "$@" 2>"${STDERR}")"
+OUTPUT="$(osv-scanner scan source "${SCAN_ARGS[@]}" --format=json "$@" 2>"${STDERR}")"
 RC=$?
 set -e

@@ -101,8 +100,6 @@ FINDINGS="$(printf '%s' "${OUTPUT}" | jq --argjson sevs "${SEVERITY_JSON}" '
  ]
 ')"

-# jq exits 0 with no output on empty stdin, but non-zero on malformed JSON.
-# Let the failure abort under set -e rather than reporting zero findings.
 COUNT="$(printf '%s' "${FINDINGS}" | jq 'length')"

 # Write the findings JSON to OSV_REPORT_FILE so callers (e.g. the composite
@@ -111,7 +108,7 @@ if [ -n "${OSV_REPORT_FILE:-}" ]; then
  printf '%s' "${FINDINGS}" > "${OSV_REPORT_FILE}"
 fi

-if [ "${COUNT:-0}" -gt 0 ]; then
+if [ "${COUNT}" -gt 0 ]; then
  echo "osv-scanner: ${COUNT} finding(s) at severity ${SEVERITY_LEVELS}"
  printf '%s' "${FINDINGS}" | jq -r '
    .[] | "  [\(.severity)\(if .score then " \(.score)" else "" end)] \(.id) \(.ecosystem)/\(.package)@\(.version) — \(.summary // "(no summary)")"
@@ -249,7 +249,6 @@ modules:
      - ui/tests/profile/**
      - ui/tests/lighthouse/**
      - ui/tests/home/**
-      - ui/tests/navigation/**
      - ui/tests/attack-paths/**

  - name: api-serializers
@@ -276,7 +275,6 @@ modules:
      - ui/tests/profile/**
      - ui/tests/lighthouse/**
      - ui/tests/home/**
-      - ui/tests/navigation/**
      - ui/tests/attack-paths/**

  - name: api-filters
@@ -434,14 +432,6 @@ modules:
    e2e:
      - ui/tests/lighthouse/**

-  - name: ui-navigation
-    match:
-      - ui/components/layout/**
-      - ui/tests/navigation/**
-    tests: []
-    e2e:
-      - ui/tests/navigation/**
-
  - name: ui-overview
    match:
      - ui/components/overview/**
@@ -474,7 +464,6 @@ modules:
      - ui/tests/profile/**
      - ui/tests/lighthouse/**
      - ui/tests/home/**
-      - ui/tests/navigation/**
      - ui/tests/attack-paths/**

  - name: ui-attack-paths
@@ -35,7 +35,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -46,7 +46,7 @@ jobs:
            raw.githubusercontent.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -46,7 +46,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -58,17 +58,17 @@ jobs:
            objects.githubusercontent.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Initialize CodeQL
-        uses: github/codeql-action/init@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        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@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
        with:
          category: '/language:${{ matrix.language }}'
@@ -42,20 +42,17 @@ jobs:
    timeout-minutes: 5
    outputs:
      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
-      created: ${{ steps.set-short-sha.outputs.created }}
    permissions:
      contents: read
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block

      - name: Calculate short SHA
        id: set-short-sha
-        run: |
-          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
-          echo "created=$(date -u +%Y-%m-%dT%H:%M:%SZ)" >> "${GITHUB_OUTPUT}"
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT

  notify-release-started:
    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
@@ -68,12 +65,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -111,7 +108,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -132,7 +129,7 @@ jobs:
            www.powershellgallery.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -147,35 +144,24 @@ jobs:
          (cd api && uv lock --upgrade-package prowler)

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build and push API container for ${{ matrix.arch }}
        id: container-push
        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: ${{ env.WORKING_DIRECTORY }}
          push: true
-          sbom: true
-          # max, not the default min: min records little beyond the build ref.
-          provenance: mode=max
          platforms: ${{ matrix.platform }}
          tags: |
            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
-          labels: |
-            org.opencontainers.image.title=Prowler Local Server API
-            org.opencontainers.image.description=API for Prowler Local Server (Django/DRF)
-            org.opencontainers.image.vendor=ProwlerPro, Inc.
-            org.opencontainers.image.source=https://github.com/${{ github.repository }}
-            org.opencontainers.image.revision=${{ github.sha }}
-            org.opencontainers.image.created=${{ needs.setup.outputs.created }}
-            ${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
          cache-from: type=gha,scope=${{ matrix.arch }}
          cache-to: type=gha,mode=${{ github.event_name == 'pull_request' && 'min' || 'max' }},scope=${{ matrix.arch }}

@@ -189,18 +175,18 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            auth.docker.io:443
            github.com:443
+            release-assets.githubusercontent.com:443
+            registry-1.docker.io:443
+            auth.docker.io:443
            production.cloudflare.docker.com:443
            production.cloudfront.docker.com:443
-            registry-1.docker.io:443
-            release-assets.githubusercontent.com:443
      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -210,9 +196,9 @@ jobs:
        run: |
          docker buildx imagetools create \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -220,10 +206,10 @@ jobs:
        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
        run: |
          docker buildx imagetools create \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG}" \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG} \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -250,12 +236,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -263,9 +249,9 @@ jobs:
        id: outcome
        run: |
          if [[ "${NEEDS_CONTAINER_BUILD_PUSH_RESULT}" == "success" && "${NEEDS_CREATE_MANIFEST_RESULT}" == "success" ]]; then
-            echo "outcome=success" >> "$GITHUB_OUTPUT"
+            echo "outcome=success" >> $GITHUB_OUTPUT
          else
-            echo "outcome=failure" >> "$GITHUB_OUTPUT"
+            echo "outcome=failure" >> $GITHUB_OUTPUT
          fi
        env:
          NEEDS_CONTAINER_BUILD_PUSH_RESULT: ${{ needs.container-build-push.result }}
@@ -33,14 +33,14 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -53,7 +53,7 @@ jobs:

      - name: Lint Dockerfile with Hadolint
        if: steps.dockerfile-changed.outputs.any_changed == 'true'
-        uses: hadolint/hadolint-action@2a66e89f53d0771bb131a7fa31f3136336094aa6 # v3.4.0
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
        with:
          dockerfile: api/Dockerfile
          ignore: DL3013
@@ -69,7 +69,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -81,10 +81,6 @@ jobs:
            auth.docker.io:443
            production.cloudflare.docker.com:443
            production.cloudfront.docker.com:443
-            raw.githubusercontent.com:443
-            objects.githubusercontent.com:443
-            grype.anchore.io:443
-            get.anchore.io:443
            debian.map.fastlydns.net:80
            release-assets.githubusercontent.com:443
            objects.githubusercontent.com:443
@@ -96,11 +92,9 @@ jobs:
            _http._tcp.deb.debian.org:443
            powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443
            get.trivy.dev:443
-            raw.githubusercontent.com:443
-            releases.astral.sh:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -109,12 +103,7 @@ jobs:
        id: check-changes
        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
        with:
-          files: |
-            api/**
-            .github/actions/trivy-scan/**
-            .github/actions/grype-scan/**
-            .grype.yaml
-            .github/scripts/grype-pr-comment.js
+          files: api/**
          files_ignore: |
            api/docs/**
            api/README.md
@@ -122,22 +111,13 @@ jobs:
            api/changelog.d/**
            api/AGENTS.md

-      # api-container-build-push.yml resolves the SDK pin to the branch tip
-      # before building, so match it here and scan what ships. Push only: PRs
-      # stay deterministic against the committed lock.
-      - name: Refresh prowler SDK pin to current branch tip
-        if: steps.check-changes.outputs.any_changed == 'true' && github.event_name == 'push'
-        run: |
-          pip install --no-cache-dir "uv==0.11.14"
-          (cd api && uv lock --upgrade-package prowler)
-
      - name: Set up Docker Buildx
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build container
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: ${{ env.API_WORKING_DIR }}
          push: false
@@ -152,13 +132,5 @@ jobs:
        with:
          image-name: ${{ env.IMAGE_NAME }}
          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
-          severity: 'CRITICAL,HIGH'
-
-      - name: Scan container with Grype
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: ./.github/actions/grype-scan
-        with:
-          image-name: ${{ env.IMAGE_NAME }}
-          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
+          fail-on-critical: 'true'
+          severity: 'CRITICAL'
@@ -43,7 +43,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -59,7 +59,7 @@ jobs:
            osv-vulnerabilities.storage.googleapis.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -78,7 +78,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -95,7 +95,7 @@ jobs:


      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -107,7 +107,6 @@ jobs:
          files: |
            api/**
            .github/workflows/api-tests.yml
-            codecov.yml
          files_ignore: |
            api/docs/**
            api/README.md
@@ -128,7 +127,7 @@ jobs:

      - name: Upload coverage reports to Codecov
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -30,7 +30,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -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@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -75,12 +75,12 @@ jobs:
      pull-requests: write
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout master
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: master
          persist-credentials: false
@@ -202,12 +202,12 @@ jobs:
      pull-requests: write
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout version branch
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: v${{ needs.detect-release-type.outputs.major_version }}.${{ needs.detect-release-type.outputs.minor_version }}
          persist-credentials: false
@@ -307,12 +307,12 @@ jobs:
      pull-requests: write
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -1,35 +0,0 @@
-name: 'Tools: Check Test Init Files'
-
-on:
-  pull_request:
-    branches:
-      - 'master'
-      - 'v5.*'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-permissions: {}
-
-jobs:
-  check-test-init-files:
-    if: github.repository == 'prowler-cloud/prowler'
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: audit
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          persist-credentials: false
-
-      - name: Check for __init__.py files in test directories
-        run: python3 scripts/check_test_init_files.py .
@@ -1,63 +0,0 @@
-name: 'CI: Actionlint'
-
-on:
-  push:
-    branches:
-      - 'master'
-  pull_request:
-    branches:
-      - 'master'
-  schedule:
-    - cron: '45 06 * * *'
-  workflow_dispatch:
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-permissions: {}
-
-jobs:
-  actionlint:
-    if: github.repository == 'prowler-cloud/prowler'
-    name: GitHub Actions Schema Check
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            github.com:443
-            api.github.com:443
-            auth.docker.io:443
-            registry-1.docker.io:443
-            production.cloudflare.docker.com:443
-            production.cloudfront.docker.com:443
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          # zizmor: ignore[artipacked]
-          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
-
-      # Always runs so it always reports; the lint is skipped when nothing changed.
-      - name: Check for workflow changes
-        id: check-changes
-        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
-        with:
-          files: .github/**
-
-      # SC2129 is style only: it suggests grouping consecutive redirects.
-      - name: Run actionlint
-        if: steps.check-changes.outputs.any_changed == 'true'
-        env:
-          SHELLCHECK_OPTS: '-e SC2129'
-        run: |
-          docker run --rm -v "$PWD:/repo" --workdir /repo -e SHELLCHECK_OPTS \
-            rhysd/actionlint:1.7.12@sha256:b1934ee5f1c509618f2508e6eb47ee0d3520686341fec936f3b79331f9315667 \
-            -color
@@ -36,7 +36,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -46,11 +46,11 @@ jobs:
            api.github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Run zizmor
-        uses: zizmorcore/zizmor-action@6fc4b006235f201fdab3722e17240ab420d580e5 # v0.6.1
+        uses: zizmorcore/zizmor-action@a16621b09c6db4281f81a93cb393b05dcd7b7165 # v0.5.5
        with:
          token: ${{ github.token }}
@@ -22,7 +22,7 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -32,7 +32,7 @@ jobs:
          ISSUE_NUMBER: ${{ github.event.issue.number }}
        run: |
          echo "Removing 'status/awaiting-response' label from #$ISSUE_NUMBER"
-          gh api "/repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels/status%2Fawaiting-response" \
+          gh api /repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels/status%2Fawaiting-response \
            -X DELETE

      - name: Add 'status/waiting-for-revision' label
@@ -41,6 +41,6 @@ jobs:
          ISSUE_NUMBER: ${{ github.event.issue.number }}
        run: |
          echo "Adding 'status/waiting-for-revision' label to #$ISSUE_NUMBER"
-          gh api "/repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels" \
+          gh api /repos/${{ github.repository }}/issues/$ISSUE_NUMBER/labels \
            -X POST \
            -f labels[]='status/waiting-for-revision'
@@ -14,19 +14,19 @@ on:
        required: true
        type: string
      sdk_version:
-        description: 'SDK version override (empty = mirrors prowler_version; "skip" = hold this component back)'
+        description: 'SDK version override (empty = auto-derive from prowler/CHANGELOG.md + pending fragment types; "skip" = hold this component back)'
        required: false
        type: string
      api_version:
-        description: 'API version override (empty = auto-derive 1.<prowler_minor + 1>.<prowler_patch>; "skip" = hold back)'
+        description: 'API version override (empty = auto-derive; "skip" = hold back)'
        required: false
        type: string
      ui_version:
-        description: 'UI version override (empty = auto-derive 1.<prowler_minor>.<prowler_patch>; "skip" = hold back)'
+        description: 'UI version override (empty = auto-derive; "skip" = hold back)'
        required: false
        type: string
      mcp_version:
-        description: 'MCP Server version override (empty = auto-derive from pending fragment types; "skip" = hold back)'
+        description: 'MCP Server version override (empty = auto-derive; "skip" = hold back)'
        required: false
        type: string

@@ -54,7 +54,7 @@ jobs:
      pull-requests: write
    steps:
      - name: Harden the runner (Block outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -65,7 +65,7 @@ jobs:
            files.pythonhosted.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: ${{ inputs.target_branch }}
          fetch-depth: 0 # PR attribution resolves each fragment's adding commit from history
@@ -73,9 +73,9 @@ jobs:
          persist-credentials: false

      - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
        with:
-          python-version: '3.12.13'
+          python-version: '3.12'

      - name: Install towncrier
        run: pip install --no-cache-dir towncrier==25.8.0
@@ -209,48 +209,17 @@ jobs:
                errors=1
                continue
              fi
-              # SDK, UI, and API versions are deterministic mirrors of the
-              # Prowler version (the scheme bump-version.yml codifies): the SDK
-              # mirrors it directly, the UI tracks 1.<minor>.<patch>, and the
-              # API is the independent 1.<minor + 1>.<patch> stream. Only the
-              # MCP Server has its own cadence, derived from fragment types.
-              IFS=. read -r _ prowler_minor prowler_patch <<< "$PROWLER_VERSION"
-              prowler_minor=$((10#$prowler_minor))
-              prowler_patch=$((10#$prowler_patch))
-              case "$component" in
-                prowler) effective="$PROWLER_VERSION" ;;
-                ui) effective="1.${prowler_minor}.${prowler_patch}" ;;
-                api) effective="1.$((prowler_minor + 1)).${prowler_patch}" ;;
-                mcp_server)
-                  IFS=. read -r major minor patch <<< "$current"
-                  major=$((10#$major))
-                  minor=$((10#$minor))
-                  patch=$((10#$patch))
-                  # Prowler patch releases (vN.N target) are maintenance
-                  # releases, so the MCP Server bumps patch regardless of
-                  # fragment types; a deliberate exception needs the explicit
-                  # version input.
-                  if [ "$TARGET_BRANCH" != "master" ]; then
-                    effective="${major}.${minor}.$((patch + 1))"
-                    if echo "$fragments" | grep -qE '\.(added|deprecated)(\.[0-9]+)?\.md$'; then
-                      echo "::warning::${component}: 'added'/'deprecated' fragments are shipping in a Prowler patch; auto-derived a patch bump (${current} -> ${effective}), pass the version input to override"
-                    fi
-                  elif echo "$fragments" | grep -qE '\.(added|changed|deprecated)(\.[0-9]+)?\.md$'; then
-                    effective="${major}.$((minor + 1)).0"
-                  else
-                    effective="${major}.${minor}.$((patch + 1))"
-                  fi
-                  ;;
-              esac
-              current_key=$(version_key "$current")
-              effective_key=$(version_key "$effective")
-              if [[ "$effective_key" < "$current_key" || "$effective_key" == "$current_key" ]]; then
-                echo "::error::${component}: auto-derived version '${effective}' is not greater than the latest released version (${current}); check prowler_version or pass the version input explicitly"
-                errors=1
-                continue
+              IFS=. read -r major minor patch <<< "$current"
+              major=$((10#$major))
+              minor=$((10#$minor))
+              patch=$((10#$patch))
+              if echo "$fragments" | grep -qE '\.(added|changed|deprecated)(\.[0-9]+)?\.md$'; then
+                effective="${major}.$((minor + 1)).0"
+              else
+                effective="${major}.${minor}.$((patch + 1))"
              fi
              mode="auto"
-              echo "::notice::${component}: version auto-derived ${current} -> ${effective}"
+              echo "::notice::${component}: version auto-derived ${current} -> ${effective} from the pending fragment types"
            fi

            if [ "$removed_fragments" = "true" ]; then
@@ -367,7 +336,6 @@ jobs:
          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
          labels: |
            no-changelog
-            skip-sync

      # Patch compiles (target_branch = v5.X) leave master holding the consumed
      # fragments and missing the new version block. This applies the equivalent
@@ -398,7 +366,7 @@ jobs:
            local block_file="$2"
            local changelog="${component}/CHANGELOG.md"
            local incoming_heading incoming_release incoming_key
-            local marker_line insertion_line duplicate_line total_lines
+            local marker_line insertion_line duplicate_line
            local line heading existing_release existing_key

            marker_line=$(grep -n -m1 '^<!-- changelog: release notes start -->$' "$changelog" | cut -d: -f1)
@@ -437,25 +405,9 @@ jobs:
              insertion_line=$((marker_line + 1))
            fi

-            # The captured block window can be off by one blank line on either
-            # end (towncrier re-emits the blank after the marker), so strip the
-            # outer blank lines and pad exactly one on each side: the block
-            # must never glue to the marker above or the next heading below.
-            awk '
-              /[^[:space:]]/ { for (i = 0; i < pending; i++) print ""; pending = 0; print; started = 1; next }
-              started { pending++ }
-            ' "$block_file" > "${RUNNER_TEMP}/block-normalized.md"
-
-            total_lines=$(wc -l < "$changelog")
            {
              head -n "$((insertion_line - 1))" "$changelog"
-              if [ "$insertion_line" -gt 1 ] && [ -n "$(sed -n "$((insertion_line - 1))p" "$changelog")" ]; then
-                echo ""
-              fi
-              cat "${RUNNER_TEMP}/block-normalized.md"
-              if [ "$insertion_line" -le "$total_lines" ]; then
-                echo ""
-              fi
+              cat "$block_file"
              tail -n +"$insertion_line" "$changelog"
            } > "${RUNNER_TEMP}/changelog.tmp"
            mv "${RUNNER_TEMP}/changelog.tmp" "$changelog"
@@ -524,4 +476,3 @@ jobs:
          author: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
          labels: |
            no-changelog
-            skip-sync
@@ -26,7 +26,7 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -25,7 +25,7 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -1,92 +0,0 @@
-name: 'Tools: Sync Docker Hub Descriptions'
-
-on:
-  push:
-    branches:
-      - 'master'
-    paths:
-      - 'docs/dockerhub/README.md'
-      - '.github/workflows/dockerhub-descriptions.yml'
-  workflow_dispatch:
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: false
-
-env:
-  OVERVIEW_FILE: docs/dockerhub/README.md
-
-permissions: {}
-
-jobs:
-  prowlercloud:
-    if: github.repository == 'prowler-cloud/prowler' && github.ref == 'refs/heads/master'
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - repository: prowlercloud/prowler
-            short_description: 'Prowler CLI: the Open Cloud Security tool for AWS, Azure, Google Cloud, Kubernetes, M365 and GitHub'
-          - repository: prowlercloud/prowler-api
-            short_description: 'Prowler Local Server - API: the JSON API and Task Runner components of Prowler'
-          - repository: prowlercloud/prowler-ui
-            short_description: 'Prowler Local Server - UI: the web interface to run Prowler scans and explore findings'
-          - repository: prowlercloud/prowler-mcp
-            short_description: 'Prowler MCP: the interface for agents, including IDE plugins and agent integrations'
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            github.com:443
-            hub.docker.com:443
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          persist-credentials: false
-
-      - name: Update Docker Hub description for ${{ matrix.repository }}
-        uses: peter-evans/dockerhub-description@1b9a80c056b620d92cedb9d9b5a223409c68ddfa # v5.0.0
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-          repository: ${{ matrix.repository }}
-          short-description: ${{ matrix.short_description }}
-          readme-filepath: ${{ env.OVERVIEW_FILE }}
-
-  toniblyx:
-    if: github.repository == 'prowler-cloud/prowler' && github.ref == 'refs/heads/master'
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            github.com:443
-            hub.docker.com:443
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          persist-credentials: false
-
-      - name: Update Docker Hub description for toniblyx/prowler
-        uses: peter-evans/dockerhub-description@1b9a80c056b620d92cedb9d9b5a223409c68ddfa # v5.0.0
-        with:
-          username: ${{ secrets.TONIBLYX_DOCKERHUB_USERNAME }}
-          password: ${{ secrets.TONIBLYX_DOCKERHUB_PASSWORD }}
-          repository: toniblyx/prowler
-          short-description: 'Prowler CLI (legacy repository, mirrors prowlercloud/prowler)'
-          readme-filepath: ${{ env.OVERVIEW_FILE }}
@@ -1,50 +0,0 @@
-name: 'Docs: Check Provider Cards Snippet'
-
-on:
-  pull_request:
-    branches:
-      - 'master'
-      - 'v5.*'
-    paths:
-      - 'docs/user-guide/providers/**/getting-started-*.mdx'
-      - 'docs/scripts/generate_provider_cards.py'
-      - 'docs/snippets/provider-cards.mdx'
-      - 'api/src/backend/api/models.py'
-      - '.github/workflows/docs-check-provider-cards.yml'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-permissions: {}
-
-jobs:
-  check-provider-cards:
-    if: github.repository == 'prowler-cloud/prowler'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: block
-          allowed-endpoints: >
-            github.com:443
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          persist-credentials: false
-
-      - name: Verify provider cards snippet is up to date
-        run: |
-          if ! python3 docs/scripts/generate_provider_cards.py; then
-            echo "::error::docs/snippets/provider-cards.mdx is out of sync with the provider getting-started pages or the API ProviderChoices enum."
-            echo "Run 'python3 docs/scripts/generate_provider_cards.py' locally and commit the regenerated snippet."
-            echo "--- diff ---"
-            git diff docs/snippets/provider-cards.mdx
-            exit 1
-          fi
@@ -25,7 +25,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        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
@@ -36,7 +36,7 @@ jobs:
            www.formbucket.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # PRs only need the diff range; push to master/release walks the new range from event.before.
          # 50 is enough headroom for the longest realistic PR/push chain without paying for a full clone.
@@ -45,6 +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@6f3c981e7b77f235fd2702dd74af25fc4b72bf11 # v3.96.0
+        uses: trufflesecurity/trufflehog@37b77001d0174ebec2fcca2bd83ff83a6d45a3ab # v3.95.3
        with:
          extra_args: --results=verified,unknown
@@ -33,17 +33,17 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Set up Helm
-        uses: azure/setup-helm@9bc31f4ebc9c6b171d7bfbaa5d006ae7abdb4310 # v5.0.1
+        uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0

      - name: Update chart dependencies
        run: helm dependency update ${{ env.CHART_PATH }}
@@ -26,31 +26,28 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Set up Helm
-        uses: azure/setup-helm@9bc31f4ebc9c6b171d7bfbaa5d006ae7abdb4310 # v5.0.1
+        uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0

-      - name: Set chart version and appVersion from release tag
+      - name: Set appVersion from release tag
        run: |
-          # Strip any leading "v" so the chart version is valid SemVer 2.
-          RELEASE_TAG="${GITHUB_EVENT_RELEASE_TAG_NAME#v}"
-          echo "Setting chart version and appVersion to ${RELEASE_TAG}"
-          # Publish an immutable chart version per release instead of the static
-          # 0.0.1 in source, so every release is a distinct, addressable artifact.
-          yq -i ".version = \"${RELEASE_TAG}\" | .appVersion = \"${RELEASE_TAG}\"" ${{ env.CHART_PATH }}/Chart.yaml
+          RELEASE_TAG="${GITHUB_EVENT_RELEASE_TAG_NAME}"
+          echo "Setting appVersion to ${RELEASE_TAG}"
+          sed -i "s/^appVersion:.*/appVersion: \"${RELEASE_TAG}\"/" ${{ env.CHART_PATH }}/Chart.yaml
        env:
          GITHUB_EVENT_RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}

      - name: Login to GHCR
-        run: echo "${{ secrets.GITHUB_TOKEN }}" | helm registry login ghcr.io -u "${GITHUB_ACTOR}" --password-stdin
+        run: echo "${{ secrets.GITHUB_TOKEN }}" | helm registry login ghcr.io -u ${GITHUB_ACTOR} --password-stdin

      - name: Update chart dependencies
        run: helm dependency update ${{ env.CHART_PATH }}
@@ -22,7 +22,7 @@ jobs:
      issues: write
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -12,8 +12,8 @@ if: contains(toJson(github.event.issue.labels), 'status/needs-triage')

 timeout-minutes: 12

-user-rate-limit:
-  max-runs-per-window: 5
+rate-limit:
+  max: 5
  window: 60

 concurrency:
@@ -30,12 +30,6 @@ permissions:
 engine: copilot
 strict: false

-pre-steps:
-  - name: Harden the runner
-    uses: step-security/harden-runner@v2.20.0
-    with:
-      egress-policy: audit
-
 imports:
  - ../agents/issue-triage.md

@@ -114,7 +108,7 @@ Triage the following GitHub issue using the Prowler Issue Triage Agent persona.

 ## Sanitized Issue Content

-${{ steps.sanitized.outputs.text }}
+${{ needs.activation.outputs.text }}

 ## Instructions

@@ -27,12 +27,12 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Apply labels to PR
-        uses: actions/labeler@b8dd2d9be0f68b860e7dae5dae7d772984eacd6d # v6.2.0
+        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@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -85,15 +85,15 @@ jobs:

          # Check if author is in the org members list
          if printf '%s\n' "${ORG_MEMBERS[@]}" | grep -q "^${AUTHOR}$"; then
-            echo "is_member=true" >> "$GITHUB_OUTPUT"
+            echo "is_member=true" >> $GITHUB_OUTPUT
            echo "$AUTHOR is an organization member"
          else
-            echo "is_member=false" >> "$GITHUB_OUTPUT"
+            echo "is_member=false" >> $GITHUB_OUTPUT
            echo "$AUTHOR is not an organization member"
          fi

      - name: Add community label
-        if: steps.check_membership.outputs.is_member == 'false' && github.event.pull_request.user.type != 'Bot'
+        if: steps.check_membership.outputs.is_member == 'false'
        env:
          PR_NUMBER: ${{ github.event.pull_request.number }}
          GH_TOKEN: ${{ github.token }}
@@ -26,7 +26,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -36,7 +36,7 @@ jobs:
            release-assets.githubusercontent.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -41,20 +41,17 @@ jobs:
    timeout-minutes: 5
    outputs:
      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
-      created: ${{ steps.set-short-sha.outputs.created }}
    permissions:
      contents: read
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block

      - name: Calculate short SHA
        id: set-short-sha
-        run: |
-          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
-          echo "created=$(date -u +%Y-%m-%dT%H:%M:%SZ)" >> "${GITHUB_OUTPUT}"
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT

  notify-release-started:
    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
@@ -67,12 +64,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -109,55 +106,52 @@ jobs:
      packages: write
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            auth.docker.io:443
-            files.pythonhosted.org:443
-            ghcr.io:443
            github.com:443
-            pkg-containers.githubusercontent.com:443
+            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
            pypi.org:443
-            registry-1.docker.io:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build and push MCP container for ${{ matrix.arch }}
        id: container-push
        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: ${{ env.WORKING_DIRECTORY }}
          push: true
-          sbom: true
-          # max, not the default min: min records little beyond the build ref.
-          provenance: mode=max
          platforms: ${{ matrix.platform }}
          tags: |
            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
          labels: |
-            org.opencontainers.image.title=Prowler MCP
+            org.opencontainers.image.title=Prowler MCP Server
            org.opencontainers.image.description=Model Context Protocol server for Prowler
            org.opencontainers.image.vendor=ProwlerPro, Inc.
            org.opencontainers.image.source=https://github.com/${{ github.repository }}
            org.opencontainers.image.revision=${{ github.sha }}
-            org.opencontainers.image.created=${{ needs.setup.outputs.created }}
-            ${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
+            org.opencontainers.image.created=${{ github.event_name == 'release' && github.event.release.published_at || github.event.head_commit.timestamp }}
+            ${{ github.event_name == 'release' && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
          cache-from: type=gha,scope=${{ matrix.arch }}
          cache-to: type=gha,mode=${{ github.event_name == 'pull_request' && 'min' || 'max' }},scope=${{ matrix.arch }}

@@ -171,19 +165,19 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
+            registry-1.docker.io:443
            auth.docker.io:443
-            github.com:443
            production.cloudflare.docker.com:443
            production.cloudfront.docker.com:443
-            registry-1.docker.io:443
+            github.com:443
            release-assets.githubusercontent.com:443

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -193,9 +187,9 @@ jobs:
        run: |
          docker buildx imagetools create \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -203,10 +197,10 @@ jobs:
        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
        run: |
          docker buildx imagetools create \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG}" \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG} \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -233,12 +227,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -246,9 +240,9 @@ jobs:
        id: outcome
        run: |
          if [[ "${NEEDS_CONTAINER_BUILD_PUSH_RESULT}" == "success" && "${NEEDS_CREATE_MANIFEST_RESULT}" == "success" ]]; then
-            echo "outcome=success" >> "$GITHUB_OUTPUT"
+            echo "outcome=success" >> $GITHUB_OUTPUT
          else
-            echo "outcome=failure" >> "$GITHUB_OUTPUT"
+            echo "outcome=failure" >> $GITHUB_OUTPUT
          fi
        env:
          NEEDS_CONTAINER_BUILD_PUSH_RESULT: ${{ needs.container-build-push.result }}
@@ -33,14 +33,14 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -53,7 +53,7 @@ jobs:

      - name: Lint Dockerfile with Hadolint
        if: steps.dockerfile-changed.outputs.any_changed == 'true'
-        uses: hadolint/hadolint-action@2a66e89f53d0771bb131a7fa31f3136336094aa6 # v3.4.0
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
        with:
          dockerfile: mcp_server/Dockerfile

@@ -68,7 +68,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -87,12 +87,9 @@ jobs:
            get.trivy.dev:443
            release-assets.githubusercontent.com:443
            objects.githubusercontent.com:443
-            raw.githubusercontent.com:443
-            grype.anchore.io:443
-            get.anchore.io:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -101,12 +98,7 @@ jobs:
        id: check-changes
        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
        with:
-          files: |
-            mcp_server/**
-            .github/actions/trivy-scan/**
-            .github/actions/grype-scan/**
-            .grype.yaml
-            .github/scripts/grype-pr-comment.js
+          files: mcp_server/**
          files_ignore: |
            mcp_server/README.md
            mcp_server/CHANGELOG.md
@@ -114,11 +106,11 @@ jobs:

      - name: Set up Docker Buildx
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build MCP container
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: ${{ env.MCP_WORKING_DIR }}
          push: false
@@ -133,13 +125,5 @@ jobs:
        with:
          image-name: ${{ env.IMAGE_NAME }}
          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
-          severity: 'CRITICAL,HIGH'
-
-      - name: Scan MCP container with Grype
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: ./.github/actions/grype-scan
-        with:
-          image-name: ${{ env.IMAGE_NAME }}
-          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
+          fail-on-critical: 'true'
+          severity: 'CRITICAL'
@@ -29,7 +29,7 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -67,22 +67,22 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Install uv
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@5a095e7a2014a4212f075830d4f7277575a9d098 # v7.3.1
        with:
          enable-cache: false

      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: ${{ env.PYTHON_VERSION }}

@@ -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@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
        with:
          packages-dir: ${{ env.WORKING_DIRECTORY }}/dist/
          print-hash: true
@@ -32,7 +32,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@a5ad31d6a139d249332a2605b85202e8c0b78450 # v2.19.1
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -45,7 +45,7 @@ jobs:
            osv-vulnerabilities.storage.googleapis.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -1,99 +0,0 @@
-name: 'MCP: Tests'
-
-on:
-  push:
-    branches:
-      - 'master'
-      - 'v5.*'
-  pull_request:
-    branches:
-      - 'master'
-      - 'v5.*'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-env:
-  MCP_WORKING_DIR: ./mcp_server
-
-permissions: {}
-
-jobs:
-  mcp-tests:
-    runs-on: ubuntu-latest
-    timeout-minutes: 15
-    permissions:
-      contents: read
-    strategy:
-      matrix:
-        # requires-python is >=3.12 while the shipped image is 3.13; testing both
-        # is what keeps that floor honest.
-        python-version:
-          - '3.12'
-          - '3.13'
-    defaults:
-      run:
-        working-directory: ./mcp_server
-
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: block
-          # hub.prowler.com and raw.githubusercontent.com are deliberately absent:
-          # the suite mocks every outbound call, so a real one must fail the job.
-          # The sentry.io entry is not the test suite: the Codecov uploader sends
-          # its own telemetry there, so api-tests.yml and sdk-tests.yml allow it too.
-          allowed-endpoints: >
-            github.com:443
-            pypi.org:443
-            files.pythonhosted.org:443
-            cli.codecov.io:443
-            keybase.io:443
-            ingest.codecov.io:443
-            o26192.ingest.us.sentry.io:443
-            storage.googleapis.com:443
-            api.github.com:443
-
-      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
-        with:
-          # zizmor: ignore[artipacked]
-          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
-
-      - name: Check for MCP server changes
-        id: check-changes
-        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
-        with:
-          files: |
-            mcp_server/**
-            .github/workflows/mcp-tests.yml
-            codecov.yml
-          files_ignore: |
-            mcp_server/README.md
-            mcp_server/CHANGELOG.md
-            mcp_server/changelog.d/**
-            mcp_server/AGENTS.md
-            mcp_server/Dockerfile
-            mcp_server/.dockerignore
-            mcp_server/entrypoint.sh
-
-      - name: Setup Python with uv
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: ./.github/actions/setup-python-uv
-        with:
-          python-version: ${{ matrix.python-version }}
-          working-directory: ./mcp_server
-
-      - name: Run tests with pytest
-        if: steps.check-changes.outputs.any_changed == 'true'
-        run: uv run pytest --cov=./prowler_mcp_server --cov-report=xml tests
-
-      - name: Upload coverage reports to Codecov
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-        with:
-          flags: mcp
@@ -48,20 +48,20 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build ${{ matrix.component }} container (linux/arm64)
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        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@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -28,7 +28,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -39,7 +39,7 @@ jobs:
            files.pythonhosted.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          fetch-depth: 1
          persist-credentials: false
@@ -63,9 +63,9 @@ jobs:

      - name: Set up Python
        if: steps.changed-files.outputs.any_changed == 'true'
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
        with:
-          python-version: '3.12.13'
+          python-version: '3.12'

      - name: Test changelog attribution
        if: steps.changed-files.outputs.any_changed == 'true'
@@ -85,7 +85,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -93,7 +93,7 @@ jobs:
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          fetch-depth: 1
          # zizmor: ignore[artipacked]
@@ -129,6 +129,7 @@ jobs:
          handwritten_changelogs=""

          all_changed=$(echo "${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}" | tr ' ' '\n')
+          added=$(echo "${STEPS_CHANGED_FILES_OUTPUTS_ADDED_FILES}" | tr ' ' '\n')
          added_or_renamed=$(printf '%s\n%s' "${STEPS_CHANGED_FILES_OUTPUTS_ADDED_FILES}" "${STEPS_CHANGED_FILES_OUTPUTS_RENAMED_FILES}" | tr ' ' '\n')
          added_modified_or_renamed=$(printf '%s\n%s\n%s' "${STEPS_CHANGED_FILES_OUTPUTS_ADDED_FILES}" "${STEPS_CHANGED_FILES_OUTPUTS_MODIFIED_FILES}" "${STEPS_CHANGED_FILES_OUTPUTS_RENAMED_FILES}" | tr ' ' '\n')

@@ -35,7 +35,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -43,7 +43,7 @@ jobs:
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          fetch-depth: 1
          # zizmor: ignore[artipacked]
@@ -111,7 +111,7 @@ jobs:
            done

            if [ -n "$found_in" ]; then
-              found_in="${found_in%, }"
+              found_in=$(echo "$found_in" | sed 's/, $//')
              MAPPED="${MAPPED}- \`${check_id}\` (\`${provider}\`): ${found_in}"$'\n'
            else
              UNMAPPED="${UNMAPPED}- \`${check_id}\` (\`${provider}\`)"$'\n'
@@ -28,12 +28,12 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout PR head
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: ${{ github.event.pull_request.head.sha }}
          fetch-depth: 1
@@ -74,15 +74,15 @@ jobs:
          done <<< "$STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES"

          if [ "$HAS_CONFLICTS" = true ]; then
-            echo "has_conflicts=true" >> "$GITHUB_OUTPUT"
+            echo "has_conflicts=true" >> $GITHUB_OUTPUT
            {
              echo "conflict_files<<EOF"
              echo "$CONFLICT_FILES"
              echo "EOF"
-            } >> "$GITHUB_OUTPUT"
+            } >> $GITHUB_OUTPUT
            echo "Conflict markers detected"
          else
-            echo "has_conflicts=false" >> "$GITHUB_OUTPUT"
+            echo "has_conflicts=false" >> $GITHUB_OUTPUT
            echo "No conflict markers found in changed files"
          fi
        env:
@@ -26,7 +26,7 @@ jobs:
      contents: read
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -36,7 +36,7 @@ jobs:
        id: vars
        run: |
          SHORT_SHA="${GITHUB_EVENT_PULL_REQUEST_MERGE_COMMIT_SHA}"
-          echo "short_sha=${SHORT_SHA::7}" >> "$GITHUB_OUTPUT"
+          echo "short_sha=${SHORT_SHA::7}" >> $GITHUB_OUTPUT
        env:
          GITHUB_EVENT_PULL_REQUEST_MERGE_COMMIT_SHA: ${{ github.event.pull_request.merge_commit_sha }}

@@ -46,7 +46,6 @@ jobs:
          token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
          repository: ${{ secrets.CLOUD_DISPATCH }}
          event-type: prowler-pull-request-merged
-          # repository_dispatch caps client_payload at 10 properties; this is exactly at the cap.
          client-payload: |
            {
              "PROWLER_COMMIT_SHA": "${{ github.event.pull_request.merge_commit_sha }}",
@@ -55,8 +54,8 @@ jobs:
              "PROWLER_PR_TITLE": ${{ toJson(github.event.pull_request.title) }},
              "PROWLER_PR_LABELS": ${{ toJson(github.event.pull_request.labels.*.name) }},
              "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_STACK_NUMBER": "${{ github.event.pull_request.stack.number }}",
-              "PROWLER_PR_STACK_POSITION": "${{ github.event.pull_request.stack.position }}",
-              "PROWLER_PR_STACK_SIZE": "${{ github.event.pull_request.stack.size }}"
+              "PROWLER_PR_BASE_BRANCH": ${{ toJson(github.event.pull_request.base.ref) }},
+              "PROWLER_PR_HEAD_BRANCH": ${{ toJson(github.event.pull_request.head.ref) }}
            }
@@ -25,23 +25,16 @@ jobs:
    runs-on: ubuntu-latest
    timeout-minutes: 30
    permissions:
-      actions: write
      contents: write
      pull-requests: write
    steps:
    - name: Harden the runner (Audit all outbound calls)
-      uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+      uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
      with:
        egress-policy: audit

-    - name: Enable release freeze
-      env:
-        GH_TOKEN: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
-      run: |
-        gh variable set RELEASE_FREEZE --body true --repo "${GITHUB_REPOSITORY}"
-
    - name: Checkout repository
-      uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
      with:
        fetch-depth: 0
        token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
@@ -77,7 +70,7 @@ jobs:

          echo "Prowler version: $PROWLER_VERSION"
          echo "Branch name: $BRANCH_NAME"
-          echo "Is minor release: $([ "$PATCH_VERSION" -eq 0 ] && echo 'true' || echo 'false')"
+          echo "Is minor release: $([ $PATCH_VERSION -eq 0 ] && echo 'true' || echo 'false')"
        else
          echo "Invalid version syntax: '$PROWLER_VERSION' (must be N.N.N)" >&2
          exit 1
@@ -107,8 +100,7 @@ jobs:
          if [ -f "$changelog_file" ]; then
            # Extract version that matches this Prowler release
            # Format: ## [version] (Prowler X.Y.Z) or ## [vversion] (Prowler vX.Y.Z)
-            local version
-            version=$(grep '^## \[' "$changelog_file" | grep "(Prowler v\?${prowler_version})" | head -1 | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
+            local version=$(grep '^## \[' "$changelog_file" | grep "(Prowler v\?${prowler_version})" | head -1 | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
            echo "$version"
          else
            echo ""
@@ -179,55 +171,55 @@ jobs:

        # Determine if components have changes for this specific release
        if [ -n "$SDK_VERSION" ]; then
-          echo "HAS_SDK_CHANGES=true" >> "$GITHUB_ENV"
+          echo "HAS_SDK_CHANGES=true" >> $GITHUB_ENV
          HAS_SDK_CHANGES="true"
          echo "✓ SDK changes detected - version: $SDK_VERSION"
          extract_changelog "prowler/CHANGELOG.md" "$SDK_VERSION" "prowler_changelog.md"
        else
-          echo "HAS_SDK_CHANGES=false" >> "$GITHUB_ENV"
+          echo "HAS_SDK_CHANGES=false" >> $GITHUB_ENV
          HAS_SDK_CHANGES="false"
          echo "ℹ No SDK changes for this release"
          touch "prowler_changelog.md"
        fi

        if [ -n "$API_VERSION" ]; then
-          echo "HAS_API_CHANGES=true" >> "$GITHUB_ENV"
+          echo "HAS_API_CHANGES=true" >> $GITHUB_ENV
          HAS_API_CHANGES="true"
          echo "✓ API changes detected - version: $API_VERSION"
          extract_changelog "api/CHANGELOG.md" "$API_VERSION" "api_changelog.md"
        else
-          echo "HAS_API_CHANGES=false" >> "$GITHUB_ENV"
+          echo "HAS_API_CHANGES=false" >> $GITHUB_ENV
          HAS_API_CHANGES="false"
          echo "ℹ No API changes for this release"
          touch "api_changelog.md"
        fi

        if [ -n "$UI_VERSION" ]; then
-          echo "HAS_UI_CHANGES=true" >> "$GITHUB_ENV"
+          echo "HAS_UI_CHANGES=true" >> $GITHUB_ENV
          HAS_UI_CHANGES="true"
          echo "✓ UI changes detected - version: $UI_VERSION"
          extract_changelog "ui/CHANGELOG.md" "$UI_VERSION" "ui_changelog.md"
        else
-          echo "HAS_UI_CHANGES=false" >> "$GITHUB_ENV"
+          echo "HAS_UI_CHANGES=false" >> $GITHUB_ENV
          HAS_UI_CHANGES="false"
          echo "ℹ No UI changes for this release"
          touch "ui_changelog.md"
        fi

        if [ -n "$MCP_VERSION" ]; then
-          echo "HAS_MCP_CHANGES=true" >> "$GITHUB_ENV"
+          echo "HAS_MCP_CHANGES=true" >> $GITHUB_ENV
          HAS_MCP_CHANGES="true"
          echo "✓ MCP changes detected - version: $MCP_VERSION"
          extract_changelog "mcp_server/CHANGELOG.md" "$MCP_VERSION" "mcp_changelog.md"
        else
-          echo "HAS_MCP_CHANGES=false" >> "$GITHUB_ENV"
+          echo "HAS_MCP_CHANGES=false" >> $GITHUB_ENV
          HAS_MCP_CHANGES="false"
          echo "ℹ No MCP changes for this release"
          touch "mcp_changelog.md"
        fi

        # Combine changelogs in order: UI, API, SDK, MCP
-        : > combined_changelog.md
+        > combined_changelog.md

        if [ "$HAS_UI_CHANGES" = "true" ] && [ -s "ui_changelog.md" ]; then
          echo "## UI" >> combined_changelog.md
@@ -376,7 +368,7 @@ jobs:
          no-changelog

    - name: Create draft release
-      uses: softprops/action-gh-release@3bb12739c298aeb8a4eeaf626c5b8d85266b0e65 # v2.6.2
+      uses: softprops/action-gh-release@153bb8e04406b158c6c84fc1615b65b24149a1fe # v2.6.1
      with:
        tag_name: ${{ env.PROWLER_VERSION }}
        name: Prowler ${{ env.PROWLER_VERSION }}
@@ -390,4 +382,3 @@ jobs:
      if: always()
      run: |
        rm -f prowler_changelog.md api_changelog.md ui_changelog.md mcp_changelog.md combined_changelog.md
-
@@ -1,45 +0,0 @@
-name: 'Tools: Release Freeze Gate'
-
-on:
-  pull_request:
-    branches:
-      - 'master'
-    types:
-      - opened
-      - synchronize
-      - reopened
-      - ready_for_review
-  merge_group:
-    branches:
-      - 'master'
-    types:
-      - checks_requested
-  workflow_dispatch:
-
-permissions: {}
-
-jobs:
-  release-freeze-gate:
-    name: release-freeze-gate
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    steps:
-      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: audit
-
-      - name: Check release freeze status
-        env:
-          RELEASE_FREEZE: ${{ vars.RELEASE_FREEZE }}
-        run: |
-          case "${RELEASE_FREEZE}" in
-            true|TRUE|True)
-              echo "::error::Release freeze is active. Merges to master are temporarily blocked."
-              echo "Set the RELEASE_FREEZE repository variable to false when the release is complete."
-              exit 1
-              ;;
-            *)
-              echo "Release freeze is not active."
-              ;;
-          esac
@@ -28,13 +28,12 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            api.github.com:443
            github.com:443
-            raw.githubusercontent.com:443
            objects.githubusercontent.com:443
            codeload.github.com:443
            release-assets.githubusercontent.com:443
@@ -42,15 +41,14 @@ jobs:
            files.pythonhosted.org:443
            registry.npmjs.org:443
            nodejs.org:443
-            releases.astral.sh:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Set up uv
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@5a095e7a2014a4212f075830d4f7277575a9d098 # v7.3.1

      - name: Install prek
        run: uv tool install "prek==${PREK_VERSION}"
@@ -25,14 +25,14 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -33,7 +33,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -42,7 +42,7 @@ jobs:
            files.pythonhosted.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -53,7 +53,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -63,17 +63,17 @@ jobs:
            uploads.github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Initialize CodeQL
-        uses: github/codeql-action/init@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        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@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
        with:
          category: '/language:${{ matrix.language }}'
@@ -54,23 +54,22 @@ jobs:
    timeout-minutes: 5
    outputs:
      prowler_version: ${{ steps.get-prowler-version.outputs.prowler_version }}
-      created: ${{ steps.get-prowler-version.outputs.created }}
      latest_tag: ${{ steps.get-prowler-version.outputs.latest_tag }}
      stable_tag: ${{ steps.get-prowler-version.outputs.stable_tag }}
    permissions:
      contents: read
    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            files.pythonhosted.org:443
            github.com:443
            pypi.org:443
+            files.pythonhosted.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -87,7 +86,6 @@ jobs:
          fi
          echo "latest_tag=latest" >> "${GITHUB_OUTPUT}"
          echo "stable_tag=stable" >> "${GITHUB_OUTPUT}"
-          echo "created=$(date -u +%Y-%m-%dT%H:%M:%SZ)" >> "${GITHUB_OUTPUT}"

  notify-release-started:
    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
@@ -100,12 +98,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -144,45 +142,45 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            _http._tcp.deb.debian.org:443
-            aka.ms:443
            api.ecr-public.us-east-1.amazonaws.com:443
-            auth.docker.io:443
-            cdn.powershellgallery.com:443
-            debian.map.fastlydns.net:80
-            files.pythonhosted.org:443
-            github.com:443
-            powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443
-            production.cloudflare.docker.com:443
-            production.cloudfront.docker.com:443
            public.ecr.aws:443
-            pypi.org:443
-            registry-1.docker.io:443
-            release-assets.githubusercontent.com: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
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
            www.powershellgallery.com:443
+            aka.ms:443
+            cdn.powershellgallery.com:443
+            _http._tcp.deb.debian.org:443
+            powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Configure AWS credentials (OIDC)
-        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
        with:
          aws-region: us-east-1
-          role-to-assume: ${{ secrets.PUBLIC_ECR_PUSH_ROLE_ARN }}
+          role-to-assume: ${{ secrets.PUBLIC_ECR_IAM_ROLE_ARN }}

      - name: Login to Public ECR
        uses: aws-actions/amazon-ecr-login@d539f0932e70871a027e9d5a9d8fc38589180a64 # v2.1.6
@@ -190,30 +188,19 @@ jobs:
          registry-type: public

      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build and push SDK container for ${{ matrix.arch }}
        id: container-push
        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: .
          file: ${{ env.DOCKERFILE_PATH }}
          push: true
-          sbom: true
-          # max, not the default min: min records little beyond the build ref.
-          provenance: mode=max
          platforms: ${{ matrix.platform }}
          tags: |
            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.latest_tag }}-${{ matrix.arch }}
-          labels: |
-            org.opencontainers.image.title=Prowler CLI
-            org.opencontainers.image.description=Open Source security tool for cloud security assessments, audits, incident response, continuous monitoring, hardening and forensics readiness
-            org.opencontainers.image.vendor=ProwlerPro, Inc.
-            org.opencontainers.image.source=https://github.com/${{ github.repository }}
-            org.opencontainers.image.revision=${{ github.sha }}
-            org.opencontainers.image.created=${{ needs.setup.outputs.created }}
-            org.opencontainers.image.version=${{ needs.setup.outputs.prowler_version }}
          cache-from: type=gha,scope=${{ matrix.arch }}
          cache-to: type=gha,mode=${{ github.event_name == 'pull_request' && 'min' || 'max' }},scope=${{ matrix.arch }}

@@ -228,33 +215,33 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            api.ecr-public.us-east-1.amazonaws.com:443
+            registry-1.docker.io:443
            auth.docker.io:443
-            github.com:443
+            public.ecr.aws:443
            production.cloudflare.docker.com:443
            production.cloudfront.docker.com:443
-            public.ecr.aws:443
-            registry-1.docker.io: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@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Configure AWS credentials (OIDC)
-        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
        with:
          aws-region: us-east-1
-          role-to-assume: ${{ secrets.PUBLIC_ECR_PUSH_ROLE_ARN }}
+          role-to-assume: ${{ secrets.PUBLIC_ECR_IAM_ROLE_ARN }}

      - name: Login to Public ECR
        uses: aws-actions/amazon-ecr-login@d539f0932e70871a027e9d5a9d8fc38589180a64 # v2.1.6
@@ -265,10 +252,10 @@ jobs:
        if: github.event_name == 'push'
        run: |
          docker buildx imagetools create \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}" \
-            -t "${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-arm64"
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_LATEST_TAG: ${{ needs.setup.outputs.latest_tag }}

@@ -276,12 +263,12 @@ jobs:
        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
        run: |
          docker buildx imagetools create \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION}" \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_STABLE_TAG}" \
-            -t "${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION}" \
-            -t "${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${NEEDS_SETUP_OUTPUTS_STABLE_TAG}" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-arm64"
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION} \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_STABLE_TAG} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION} \
+            -t ${{ secrets.PUBLIC_ECR_REPOSITORY }}/${{ env.IMAGE_NAME }}:${NEEDS_SETUP_OUTPUTS_STABLE_TAG} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_LATEST_TAG}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_PROWLER_VERSION: ${{ needs.setup.outputs.prowler_version }}
          NEEDS_SETUP_OUTPUTS_STABLE_TAG: ${{ needs.setup.outputs.stable_tag }}
@@ -290,7 +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@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.TONIBLYX_DOCKERHUB_USERNAME }}
          password: ${{ secrets.TONIBLYX_DOCKERHUB_PASSWORD }}
@@ -306,7 +293,7 @@ jobs:
        if: needs.setup.outputs.latest_tag == 'latest' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
        run: |
          docker buildx imagetools create \
-            -t "${{ env.TONIBLYX_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION}" \
+            -t ${{ env.TONIBLYX_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_PROWLER_VERSION} \
            -t ${{ env.TONIBLYX_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:stable \
            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:stable
        env:
@@ -315,7 +302,7 @@ jobs:
      # Re-login as prowlercloud for cleanup of intermediate tags
      - name: Login to DockerHub (prowlercloud)
        if: always()
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -343,12 +330,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -356,9 +343,9 @@ jobs:
        id: outcome
        run: |
          if [[ "${NEEDS_CONTAINER_BUILD_PUSH_RESULT}" == "success" && "${NEEDS_CREATE_MANIFEST_RESULT}" == "success" ]]; then
-            echo "outcome=success" >> "$GITHUB_OUTPUT"
+            echo "outcome=success" >> $GITHUB_OUTPUT
          else
-            echo "outcome=failure" >> "$GITHUB_OUTPUT"
+            echo "outcome=failure" >> $GITHUB_OUTPUT
          fi
        env:
          NEEDS_CONTAINER_BUILD_PUSH_RESULT: ${{ needs.container-build-push.result }}
@@ -35,14 +35,14 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -55,7 +55,7 @@ jobs:

      - name: Lint Dockerfile with Hadolint
        if: steps.dockerfile-changed.outputs.any_changed == 'true'
-        uses: hadolint/hadolint-action@2a66e89f53d0771bb131a7fa31f3136336094aa6 # v3.4.0
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
        with:
          dockerfile: Dockerfile
          ignore: DL3013
@@ -71,7 +71,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -83,10 +83,6 @@ jobs:
            api.github.com:443
            mirror.gcr.io:443
            check.trivy.dev:443
-            raw.githubusercontent.com:443
-            objects.githubusercontent.com:443
-            grype.anchore.io:443
-            get.anchore.io:443
            debian.map.fastlydns.net:80
            release-assets.githubusercontent.com:443
            objects.githubusercontent.com:443
@@ -98,11 +94,9 @@ jobs:
            _http._tcp.deb.debian.org:443
            powershellinfraartifacts-gkhedzdeaghdezhr.z01.azurefd.net:443
            get.trivy.dev:443
-            raw.githubusercontent.com:443
-            releases.astral.sh:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -117,10 +111,6 @@ jobs:
            pyproject.toml
            uv.lock
            .github/workflows/sdk-container-checks.yml
-            .github/actions/trivy-scan/**
-            .github/actions/grype-scan/**
-            .grype.yaml
-            .github/scripts/grype-pr-comment.js
          files_ignore: |
            prowler/CHANGELOG.md
            prowler/changelog.d/**
@@ -128,11 +118,11 @@ jobs:

      - name: Set up Docker Buildx
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build SDK container
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: .
          push: false
@@ -147,13 +137,5 @@ jobs:
        with:
          image-name: ${{ env.IMAGE_NAME }}
          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
-          severity: 'CRITICAL,HIGH'
-
-      - name: Scan SDK container with Grype
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: ./.github/actions/grype-scan
-        with:
-          image-name: ${{ env.IMAGE_NAME }}
-          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
+          fail-on-critical: 'true'
+          severity: 'CRITICAL'
@@ -28,7 +28,7 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

@@ -66,12 +66,12 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -85,7 +85,7 @@ jobs:
        run: uv build

      - name: Publish Prowler package to PyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
        with:
          print-hash: true

@@ -102,12 +102,12 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -129,6 +129,6 @@ jobs:
        run: uv build

      - name: Publish prowler-cloud package to PyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
        with:
          print-hash: true
@@ -27,18 +27,18 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: 'master'
          persist-credentials: false

      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: ${{ env.PYTHON_VERSION }}
          cache: 'pip'
@@ -47,7 +47,7 @@ jobs:
        run: pip install boto3

      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
+        uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1
        with:
          aws-region: ${{ env.AWS_REGION }}
          role-to-assume: ${{ secrets.DEV_IAM_ROLE_ARN }}
@@ -25,18 +25,18 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          ref: 'master'
          persist-credentials: false

      - name: Set up Python ${{ env.PYTHON_VERSION }}
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: ${{ env.PYTHON_VERSION }}
          cache: 'pip'
@@ -37,7 +37,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -52,7 +52,7 @@ jobs:
            osv-vulnerabilities.storage.googleapis.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -33,7 +33,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -64,7 +64,7 @@ jobs:
            aka.ms:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -216,8 +216,7 @@ jobs:
          elif [ -z "${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}" ]; then
            echo "No AWS service paths detected; skipping AWS tests."
          else
-            read -ra service_paths <<< "${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}"
-            uv run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml "${service_paths[@]}"
+            uv run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml ${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}
          fi
        env:
          STEPS_AWS_SERVICES_OUTPUTS_RUN_ALL: ${{ steps.aws-services.outputs.run_all }}
@@ -225,7 +224,7 @@ jobs:

      - name: Upload AWS coverage to Codecov
        if: steps.changed-aws.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -249,7 +248,7 @@ jobs:

      - name: Upload Azure coverage to Codecov
        if: steps.changed-azure.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -273,7 +272,7 @@ jobs:

      - name: Upload GCP coverage to Codecov
        if: steps.changed-gcp.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -297,7 +296,7 @@ jobs:

      - name: Upload Kubernetes coverage to Codecov
        if: steps.changed-kubernetes.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -321,7 +320,7 @@ jobs:

      - name: Upload GitHub coverage to Codecov
        if: steps.changed-github.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -345,7 +344,7 @@ jobs:

      - name: Upload Okta coverage to Codecov
        if: steps.changed-okta.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -369,7 +368,7 @@ jobs:

      - name: Upload NHN coverage to Codecov
        if: steps.changed-nhn.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -393,7 +392,7 @@ jobs:

      - name: Upload M365 coverage to Codecov
        if: steps.changed-m365.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -417,7 +416,7 @@ jobs:

      - name: Upload IaC coverage to Codecov
        if: steps.changed-iac.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -441,7 +440,7 @@ jobs:

      - name: Upload MongoDB Atlas coverage to Codecov
        if: steps.changed-mongodbatlas.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -465,7 +464,7 @@ jobs:

      - name: Upload OCI coverage to Codecov
        if: steps.changed-oraclecloud.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -489,7 +488,7 @@ jobs:

      - name: Upload OpenStack coverage to Codecov
        if: steps.changed-openstack.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -513,7 +512,7 @@ jobs:

      - name: Upload Google Workspace coverage to Codecov
        if: steps.changed-googleworkspace.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -537,7 +536,7 @@ jobs:

      - name: Upload Vercel coverage to Codecov
        if: steps.changed-vercel.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -561,7 +560,7 @@ jobs:

      - name: Upload Scaleway coverage to Codecov
        if: steps.changed-scaleway.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -585,7 +584,7 @@ jobs:

      - name: Upload StackIT coverage to Codecov
        if: steps.changed-stackit.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -609,42 +608,18 @@ jobs:

      - name: Upload Linode coverage to Codecov
        if: steps.changed-linode.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        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

-      # E2E Networks Provider
-      - name: Check if E2E Networks files changed
-        if: steps.check-changes.outputs.any_changed == 'true'
-        id: changed-e2enetworks
-        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
-        with:
-          files: |
-            ./prowler/**/e2enetworks/**
-            ./tests/**/e2enetworks/**
-            ./uv.lock
-
-      - name: Run E2E Networks tests
-        if: steps.changed-e2enetworks.outputs.any_changed == 'true'
-        run: uv run pytest -n auto --cov=./prowler/providers/e2enetworks --cov-report=xml:e2enetworks_coverage.xml tests/providers/e2enetworks
-
-      - name: Upload E2E Networks coverage to Codecov
-        if: steps.changed-e2enetworks.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-        with:
-          flags: prowler-py${{ matrix.python-version }}-e2enetworks
-          files: ./e2enetworks_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@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
        with:
          files: |
            ./prowler/providers/common/**
@@ -660,7 +635,7 @@ jobs:
      - name: Upload External Provider coverage to Codecov
        if: steps.changed-external.outputs.any_changed == 'true'

-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -684,7 +659,7 @@ jobs:

      - name: Upload Lib coverage to Codecov
        if: steps.changed-lib.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -708,7 +683,7 @@ jobs:

      - name: Upload Config coverage to Codecov
        if: steps.changed-config.outputs.any_changed == 'true'
-        uses: codecov/codecov-action@0fb7174895f61a3b6b78fc075e0cd60383518dac # v5.5.5
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
        env:
          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
        with:
@@ -52,7 +52,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -61,7 +61,7 @@ jobs:
            files.pythonhosted.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -71,9 +71,9 @@ jobs:
        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6

      - name: Setup Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
-          python-version: '3.14.6'
+          python-version: '3.12.13'

      - name: Install PyYAML
        run: pip install pyyaml
@@ -84,8 +84,7 @@ jobs:
          echo "Changed files:"
          echo "${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}" | tr ' ' '\n'
          echo ""
-          read -ra changed <<< "${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}"
-          python .github/scripts/test-impact.py "${changed[@]}"
+          python .github/scripts/test-impact.py ${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}
        env:
          STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES: ${{ steps.changed-files.outputs.all_changed_files }}

@@ -93,21 +92,21 @@ jobs:
        id: set-flags
        run: |
          if [[ -n "${STEPS_IMPACT_OUTPUTS_SDK_TESTS}" ]]; then
-            echo "has-sdk-tests=true" >> "$GITHUB_OUTPUT"
+            echo "has-sdk-tests=true" >> $GITHUB_OUTPUT
          else
-            echo "has-sdk-tests=false" >> "$GITHUB_OUTPUT"
+            echo "has-sdk-tests=false" >> $GITHUB_OUTPUT
          fi

          if [[ -n "${STEPS_IMPACT_OUTPUTS_API_TESTS}" ]]; then
-            echo "has-api-tests=true" >> "$GITHUB_OUTPUT"
+            echo "has-api-tests=true" >> $GITHUB_OUTPUT
          else
-            echo "has-api-tests=false" >> "$GITHUB_OUTPUT"
+            echo "has-api-tests=false" >> $GITHUB_OUTPUT
          fi

          if [[ -n "${STEPS_IMPACT_OUTPUTS_UI_E2E}" ]]; then
-            echo "has-ui-e2e=true" >> "$GITHUB_OUTPUT"
+            echo "has-ui-e2e=true" >> $GITHUB_OUTPUT
          else
-            echo "has-ui-e2e=false" >> "$GITHUB_OUTPUT"
+            echo "has-ui-e2e=false" >> $GITHUB_OUTPUT
          fi
        env:
          STEPS_IMPACT_OUTPUTS_SDK_TESTS: ${{ steps.impact.outputs.sdk-tests }}
@@ -116,22 +115,22 @@ jobs:

      - name: Summary
        run: |
-          echo "## Test Impact Analysis" >> "$GITHUB_STEP_SUMMARY"
-          echo "" >> "$GITHUB_STEP_SUMMARY"
+          echo "## Test Impact Analysis" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY

          if [[ "${STEPS_IMPACT_OUTPUTS_RUN_ALL}" == "true" ]]; then
-            echo "🚨 **Critical path changed - running ALL tests**" >> "$GITHUB_STEP_SUMMARY"
+            echo "🚨 **Critical path changed - running ALL tests**" >> $GITHUB_STEP_SUMMARY
          else
-            echo "### Affected Modules" >> "$GITHUB_STEP_SUMMARY"
-            echo "\`${STEPS_IMPACT_OUTPUTS_MODULES}\`" >> "$GITHUB_STEP_SUMMARY"
-            echo "" >> "$GITHUB_STEP_SUMMARY"
+            echo "### Affected Modules" >> $GITHUB_STEP_SUMMARY
+            echo "\`${STEPS_IMPACT_OUTPUTS_MODULES}\`" >> $GITHUB_STEP_SUMMARY
+            echo "" >> $GITHUB_STEP_SUMMARY

-            echo "### Tests to Run" >> "$GITHUB_STEP_SUMMARY"
-            echo "| Category | Paths |" >> "$GITHUB_STEP_SUMMARY"
-            echo "|----------|-------|" >> "$GITHUB_STEP_SUMMARY"
-            echo "| SDK Tests | \`${STEPS_IMPACT_OUTPUTS_SDK_TESTS:-none}\` |" >> "$GITHUB_STEP_SUMMARY"
-            echo "| API Tests | \`${STEPS_IMPACT_OUTPUTS_API_TESTS:-none}\` |" >> "$GITHUB_STEP_SUMMARY"
-            echo "| UI E2E | \`${STEPS_IMPACT_OUTPUTS_UI_E2E:-none}\` |" >> "$GITHUB_STEP_SUMMARY"
+            echo "### Tests to Run" >> $GITHUB_STEP_SUMMARY
+            echo "| Category | Paths |" >> $GITHUB_STEP_SUMMARY
+            echo "|----------|-------|" >> $GITHUB_STEP_SUMMARY
+            echo "| SDK Tests | \`${STEPS_IMPACT_OUTPUTS_SDK_TESTS:-none}\` |" >> $GITHUB_STEP_SUMMARY
+            echo "| API Tests | \`${STEPS_IMPACT_OUTPUTS_API_TESTS:-none}\` |" >> $GITHUB_STEP_SUMMARY
+            echo "| UI E2E | \`${STEPS_IMPACT_OUTPUTS_UI_E2E:-none}\` |" >> $GITHUB_STEP_SUMMARY
          fi

        env:
@@ -49,7 +49,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -59,17 +59,17 @@ jobs:
            uploads.github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Initialize CodeQL
-        uses: github/codeql-action/init@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        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@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+        uses: github/codeql-action/analyze@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
        with:
          category: '/language:${{ matrix.language }}'
@@ -41,20 +41,17 @@ jobs:
    timeout-minutes: 5
    outputs:
      short-sha: ${{ steps.set-short-sha.outputs.short-sha }}
-      created: ${{ steps.set-short-sha.outputs.created }}
    permissions:
      contents: read
    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
-          egress-policy: block
+          egress-policy: audit

      - name: Calculate short SHA
        id: set-short-sha
-        run: |
-          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
-          echo "created=$(date -u +%Y-%m-%dT%H:%M:%SZ)" >> "${GITHUB_OUTPUT}"
+        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT

  notify-release-started:
    if: github.repository == 'prowler-cloud/prowler' && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
@@ -67,12 +64,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -110,57 +107,46 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        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
            fonts.googleapis.com:443
            fonts.gstatic.com:443
            github.com:443
-            production.cloudflare.docker.com:443
-            production.cloudfront.docker.com:443
-            registry-1.docker.io:443
-            registry.npmjs.org:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}

      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build and push UI container for ${{ matrix.arch }}
        id: container-push
        if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        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 }}
          push: true
-          sbom: true
-          # max, not the default min: min records little beyond the build ref.
-          provenance: mode=max
          platforms: ${{ matrix.platform }}
          tags: |
            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ needs.setup.outputs.short-sha }}-${{ matrix.arch }}
-          labels: |
-            org.opencontainers.image.title=Prowler Local Server UI
-            org.opencontainers.image.description=Web UI for Prowler Local Server (Next.js)
-            org.opencontainers.image.vendor=ProwlerPro, Inc.
-            org.opencontainers.image.source=https://github.com/${{ github.repository }}
-            org.opencontainers.image.revision=${{ github.sha }}
-            org.opencontainers.image.created=${{ needs.setup.outputs.created }}
-            ${{ (github.event_name == 'release' || github.event_name == 'workflow_dispatch') && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
          cache-from: type=gha,scope=${{ matrix.arch }}
          cache-to: type=gha,mode=${{ github.event_name == 'pull_request' && 'min' || 'max' }},scope=${{ matrix.arch }}

@@ -174,19 +160,19 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
-            auth.docker.io:443
            github.com:443
+            release-assets.githubusercontent.com:443
+            registry-1.docker.io:443
+            auth.docker.io:443
            production.cloudflare.docker.com:443
            production.cloudfront.docker.com:443
-            registry-1.docker.io:443
-            release-assets.githubusercontent.com:443

      - name: Login to DockerHub
-        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
          password: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -196,9 +182,9 @@ jobs:
        run: |
          docker buildx imagetools create \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.LATEST_TAG }} \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA} \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -206,10 +192,10 @@ jobs:
        if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
        run: |
          docker buildx imagetools create \
-            -t "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG}" \
+            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${RELEASE_TAG} \
            -t ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${{ env.STABLE_TAG }} \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64" \
-            "${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64"
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-amd64 \
+            ${{ env.PROWLERCLOUD_DOCKERHUB_REPOSITORY }}/${{ env.PROWLERCLOUD_DOCKERHUB_IMAGE }}:${NEEDS_SETUP_OUTPUTS_SHORT_SHA}-arm64
        env:
          NEEDS_SETUP_OUTPUTS_SHORT_SHA: ${{ needs.setup.outputs.short-sha }}

@@ -236,12 +222,12 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

@@ -249,9 +235,9 @@ jobs:
        id: outcome
        run: |
          if [[ "${NEEDS_CONTAINER_BUILD_PUSH_RESULT}" == "success" && "${NEEDS_CREATE_MANIFEST_RESULT}" == "success" ]]; then
-            echo "outcome=success" >> "$GITHUB_OUTPUT"
+            echo "outcome=success" >> $GITHUB_OUTPUT
          else
-            echo "outcome=failure" >> "$GITHUB_OUTPUT"
+            echo "outcome=failure" >> $GITHUB_OUTPUT
          fi
        env:
          NEEDS_CONTAINER_BUILD_PUSH_RESULT: ${{ needs.container-build-push.result }}
@@ -33,14 +33,14 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
            github.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -53,7 +53,7 @@ jobs:

      - name: Lint Dockerfile with Hadolint
        if: steps.dockerfile-changed.outputs.any_changed == 'true'
-        uses: hadolint/hadolint-action@2a66e89f53d0771bb131a7fa31f3136336094aa6 # v3.4.0
+        uses: hadolint/hadolint-action@2332a7b74a6de0dda2e2221d575162eba76ba5e5 # v3.3.0
        with:
          dockerfile: ui/Dockerfile
          ignore: DL3018
@@ -69,7 +69,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -88,12 +88,9 @@ jobs:
            get.trivy.dev:443
            release-assets.githubusercontent.com:443
            objects.githubusercontent.com:443
-            raw.githubusercontent.com:443
-            grype.anchore.io:443
-            get.anchore.io:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -102,12 +99,7 @@ jobs:
        id: check-changes
        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
        with:
-          files: |
-            ui/**
-            .github/actions/trivy-scan/**
-            .github/actions/grype-scan/**
-            .grype.yaml
-            .github/scripts/grype-pr-comment.js
+          files: ui/**
          files_ignore: |
            ui/CHANGELOG.md
            ui/changelog.d/**
@@ -116,11 +108,11 @@ jobs:

      - name: Set up Docker Buildx
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0

      - name: Build UI container
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
        with:
          context: ${{ env.UI_WORKING_DIR }}
          target: prod
@@ -138,13 +130,5 @@ jobs:
        with:
          image-name: ${{ env.IMAGE_NAME }}
          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
-          severity: 'CRITICAL,HIGH'
-
-      - name: Scan UI container with Grype
-        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: ./.github/actions/grype-scan
-        with:
-          image-name: ${{ env.IMAGE_NAME }}
-          image-tag: ${{ github.sha }}
-          fail-on-severity: 'high'
+          fail-on-critical: 'true'
+          severity: 'CRITICAL'
@@ -36,7 +36,6 @@ jobs:
    needs: impact-analysis
    if: |
      github.repository == 'prowler-cloud/prowler' &&
-      (github.event_name != 'pull_request' || github.event.pull_request.head.repo.fork == false) &&
      (needs.impact-analysis.outputs.has-ui-e2e == 'true' || needs.impact-analysis.outputs.run-all == 'true')
    runs-on: ubuntu-latest
    env:
@@ -97,128 +96,30 @@ jobs:

    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false

      - name: Show test scope
        run: |
-          echo "## E2E Test Scope" >> "$GITHUB_STEP_SUMMARY"
+          echo "## E2E Test Scope" >> $GITHUB_STEP_SUMMARY
          if [[ "${RUN_ALL_TESTS}" == "true" ]]; then
-            echo "Running **ALL** E2E tests (critical path changed)" >> "$GITHUB_STEP_SUMMARY"
+            echo "Running **ALL** E2E tests (critical path changed)" >> $GITHUB_STEP_SUMMARY
          else
-            echo "Running tests matching: \`${E2E_TEST_PATHS}\`" >> "$GITHUB_STEP_SUMMARY"
+            echo "Running tests matching: \`${E2E_TEST_PATHS}\`" >> $GITHUB_STEP_SUMMARY
          fi
          echo ""
-          echo "Affected modules: \`${NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES}\`" >> "$GITHUB_STEP_SUMMARY"
+          echo "Affected modules: \`${NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES}\`" >> $GITHUB_STEP_SUMMARY
        env:
          NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES: ${{ needs.impact-analysis.outputs.modules }}

-      - name: Validate E2E prerequisites
-        shell: bash
-        run: |
-          declare -A required=()
-
-          suite_selected() {
-            [[ "${RUN_ALL_TESTS}" == "true" ]] ||
-              [[ " ${E2E_TEST_PATHS} " == *"ui/tests/$1/"* ]]
-          }
-
-          require_vars() {
-            local variable
-            for variable in "$@"; do
-              required["${variable}"]=1
-            done
-          }
-
-          if suite_selected auth || suite_selected providers ||
-            suite_selected invitations || suite_selected scans ||
-            suite_selected navigation; then
-            require_vars E2E_ADMIN_USER E2E_ADMIN_PASSWORD
-          fi
-
-          if suite_selected sign-up; then
-            require_vars E2E_NEW_USER_PASSWORD
-          fi
-
-          if suite_selected invitations; then
-            require_vars E2E_NEW_USER_PASSWORD E2E_ORGANIZATION_ID
-          fi
-
-          if suite_selected scans; then
-            require_vars \
-              E2E_AWS_PROVIDER_ACCOUNT_ID \
-              E2E_AWS_PROVIDER_ACCESS_KEY \
-              E2E_AWS_PROVIDER_SECRET_KEY
-          fi
-
-          if suite_selected providers; then
-            require_vars \
-              E2E_AWS_PROVIDER_ACCOUNT_ID \
-              E2E_AWS_PROVIDER_ACCESS_KEY \
-              E2E_AWS_PROVIDER_SECRET_KEY \
-              E2E_AWS_PROVIDER_ROLE_ARN \
-              E2E_AZURE_SUBSCRIPTION_ID \
-              E2E_AZURE_CLIENT_ID \
-              E2E_AZURE_SECRET_ID \
-              E2E_AZURE_TENANT_ID \
-              E2E_M365_DOMAIN_ID \
-              E2E_M365_CLIENT_ID \
-              E2E_M365_SECRET_ID \
-              E2E_M365_TENANT_ID \
-              E2E_M365_CERTIFICATE_CONTENT \
-              E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY \
-              E2E_GCP_PROJECT_ID \
-              E2E_GITHUB_APP_ID \
-              E2E_GITHUB_BASE64_APP_PRIVATE_KEY \
-              E2E_GITHUB_USERNAME \
-              E2E_GITHUB_PERSONAL_ACCESS_TOKEN \
-              E2E_GITHUB_ORGANIZATION \
-              E2E_GITHUB_ORGANIZATION_ACCESS_TOKEN \
-              E2E_OCI_TENANCY_ID \
-              E2E_OCI_USER_ID \
-              E2E_OCI_FINGERPRINT \
-              E2E_OCI_KEY_CONTENT \
-              E2E_ALIBABACLOUD_ACCOUNT_ID \
-              E2E_ALIBABACLOUD_ACCESS_KEY_ID \
-              E2E_ALIBABACLOUD_ACCESS_KEY_SECRET \
-              E2E_ALIBABACLOUD_ROLE_ARN \
-              E2E_OKTA_DOMAIN \
-              E2E_OKTA_CLIENT_ID \
-              E2E_OKTA_BASE64_PRIVATE_KEY \
-              E2E_GOOGLEWORKSPACE_CUSTOMER_ID \
-              E2E_GOOGLEWORKSPACE_SERVICE_ACCOUNT_JSON \
-              E2E_GOOGLEWORKSPACE_DELEGATED_USER \
-              E2E_VERCEL_TEAM_ID \
-              E2E_VERCEL_API_TOKEN
-          fi
-
-          missing=()
-          if (( ${#required[@]} > 0 )); then
-            while IFS= read -r variable; do
-              [[ -z "${!variable:-}" ]] && missing+=("${variable}")
-            done < <(printf '%s\n' "${!required[@]}" | sort)
-          fi
-
-          if (( ${#missing[@]} > 0 )); then
-            echo "Missing required E2E variables:"
-            printf ' - %s\n' "${missing[@]}"
-            {
-              echo "## Missing E2E prerequisites"
-              printf -- "- \`%s\`\n" "${missing[@]}"
-            } >> "${GITHUB_STEP_SUMMARY}"
-            exit 1
-          fi
-
-          echo "E2E prerequisite preflight passed."
-
      - name: Create k8s Kind Cluster
-        uses: helm/kind-action@ef37e7f390d99f746eb8b610417061a60e82a6cc # v1.14.0
+        uses: helm/kind-action@ef37e7f390d99f746eb8b610417061a60e82a6cc # v1
        with:
          cluster_name: kind

@@ -233,7 +134,7 @@ jobs:
          yq -i '.services.worker.networks = ["kind","default"]' docker-compose.yml

      - name: Fix API data directory permissions
-        run: docker run --rm -v "$(pwd)/_data/api:/data" alpine chown -R 1000:1000 /data
+        run: docker run --rm -v $(pwd)/_data/api:/data alpine chown -R 1000:1000 /data

      - name: Add AWS credentials for testing
        run: |
@@ -267,7 +168,7 @@ jobs:
          timeout=150
          elapsed=0
          while [ $elapsed -lt $timeout ]; do
-            if curl -s "${UI_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
@@ -290,7 +191,7 @@ jobs:
          '

      - name: Setup Node.js
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6.5.0
+        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
        with:
          node-version-file: 'ui/.nvmrc'

@@ -301,10 +202,10 @@ jobs:
          run_install: false

      - name: Get pnpm store directory
-        run: echo "STORE_PATH=$(pnpm store path --silent)" >> "$GITHUB_ENV"
+        run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV

      - name: Setup pnpm and Next.js cache
-        uses: actions/cache@caa296126883cff596d87d8935842f9db880ef25 # v5.1.0
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          path: |
            ${{ env.STORE_PATH }}
@@ -324,7 +225,7 @@ jobs:
        run: pnpm run build

      - name: Cache Playwright browsers
-        uses: actions/cache@caa296126883cff596d87d8935842f9db880ef25 # v5.1.0
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        id: playwright-cache
        with:
          path: ~/.cache/ms-playwright
@@ -387,12 +288,11 @@ jobs:
            fi
            TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
            echo "Resolved test paths: $TEST_PATHS"
-            read -ra test_paths <<< "$TEST_PATHS"
-            pnpm exec playwright test "${test_paths[@]}"
+            pnpm exec playwright test $TEST_PATHS
          fi

      - name: Upload test reports
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        if: failure()
        with:
          name: playwright-report
@@ -404,29 +304,6 @@ jobs:
        run: |
          docker compose down -v || true

-  # Fork pull requests cannot access the secrets required by the E2E suites.
-  fork-e2e-unavailable:
-    needs: impact-analysis
-    if: |
-      github.repository == 'prowler-cloud/prowler' &&
-      github.event_name == 'pull_request' &&
-      github.event.pull_request.head.repo.fork == true &&
-      (needs.impact-analysis.outputs.has-ui-e2e == 'true' || needs.impact-analysis.outputs.run-all == 'true')
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-    steps:
-      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
-        with:
-          egress-policy: audit
-
-      - name: Report unavailable E2E tests
-        run: |
-          echo "## E2E Tests Skipped" >> "$GITHUB_STEP_SUMMARY"
-          echo "" >> "$GITHUB_STEP_SUMMARY"
-          echo "UI E2E tests require repository secrets and cannot run for fork pull requests." >> "$GITHUB_STEP_SUMMARY"
-
  # Skip job - provides clear feedback when no E2E tests needed
  skip-e2e:
    needs: impact-analysis
@@ -439,18 +316,18 @@ jobs:
      contents: read
    steps:
      - name: Harden the runner (Audit all outbound calls)
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: audit

      - name: No E2E tests needed
        run: |
-          echo "## E2E Tests Skipped" >> "$GITHUB_STEP_SUMMARY"
-          echo "" >> "$GITHUB_STEP_SUMMARY"
-          echo "No UI E2E tests needed for this change." >> "$GITHUB_STEP_SUMMARY"
-          echo "" >> "$GITHUB_STEP_SUMMARY"
-          echo "Affected modules: \`${NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES}\`" >> "$GITHUB_STEP_SUMMARY"
-          echo "" >> "$GITHUB_STEP_SUMMARY"
-          echo "To run all tests, modify a file in a critical path (e.g., \`ui/lib/**\`)." >> "$GITHUB_STEP_SUMMARY"
+          echo "## E2E Tests Skipped" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "No UI E2E tests needed for this change." >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "Affected modules: \`${NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES}\`" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "To run all tests, modify a file in a critical path (e.g., \`ui/lib/**\`)." >> $GITHUB_STEP_SUMMARY
        env:
          NEEDS_IMPACT_ANALYSIS_OUTPUTS_MODULES: ${{ needs.impact-analysis.outputs.modules }}
@@ -32,7 +32,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -45,7 +45,7 @@ jobs:
            osv-vulnerabilities.storage.googleapis.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -31,7 +31,7 @@ jobs:

    steps:
      - name: Harden Runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
        with:
          egress-policy: block
          allowed-endpoints: >
@@ -50,7 +50,7 @@ jobs:
            playwright.download.prss.microsoft.com:443

      - name: Checkout repository
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6.1.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          # zizmor: ignore[artipacked]
          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
@@ -99,7 +99,7 @@ jobs:

      - name: Setup Node.js
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6.5.0
+        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
        with:
          node-version-file: 'ui/.nvmrc'

@@ -113,11 +113,11 @@ jobs:
      - name: Get pnpm store directory
        if: steps.check-changes.outputs.any_changed == 'true'
        shell: bash
-        run: echo "STORE_PATH=$(pnpm store path --silent)" >> "$GITHUB_ENV"
+        run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV

      - name: Setup pnpm and Next.js cache
        if: steps.check-changes.outputs.any_changed == 'true'
-        uses: actions/cache@caa296126883cff596d87d8935842f9db880ef25 # v5.1.0
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          path: |
            ${{ env.STORE_PATH }}
@@ -157,8 +157,7 @@ jobs:
          echo "${STEPS_CHANGED_SOURCE_OUTPUTS_ALL_CHANGED_FILES}"
          # Convert space-separated to vitest related format (remove ui/ prefix for relative paths)
          CHANGED_FILES=$(echo "${STEPS_CHANGED_SOURCE_OUTPUTS_ALL_CHANGED_FILES}" | tr ' ' '\n' | sed 's|^ui/||' | tr '\n' ' ')
-          read -ra changed <<< "$CHANGED_FILES"
-          pnpm exec vitest related "${changed[@]}" --run --project unit
+          pnpm exec vitest related $CHANGED_FILES --run --project unit
        env:
          STEPS_CHANGED_SOURCE_OUTPUTS_ALL_CHANGED_FILES: ${{ steps.changed-source.outputs.all_changed_files }}

@@ -171,7 +170,7 @@ jobs:
      - name: Cache Playwright browsers
        if: steps.check-changes.outputs.any_changed == 'true'
        id: playwright-cache
-        uses: actions/cache@caa296126883cff596d87d8935842f9db880ef25 # v5.1.0
+        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          path: ~/.cache/ms-playwright
          key: ${{ runner.os }}-playwright-chromium-${{ hashFiles('ui/pnpm-lock.yaml') }}
@@ -182,9 +181,9 @@ jobs:
        if: steps.check-changes.outputs.any_changed == 'true' && steps.playwright-cache.outputs.cache-hit != 'true'
        run: pnpm exec playwright install chromium

-      - name: Run integration tests
+      - name: Run browser tests
        if: steps.check-changes.outputs.any_changed == 'true'
-        run: pnpm run test:integration
+        run: pnpm run test:browser

      - name: Build application
        if: steps.check-changes.outputs.any_changed == 'true'
@@ -173,5 +173,3 @@ GEMINI.md
 # Docker
 docker-compose.override.yml
 docker-compose-dev.override.yml
-# Local Pi runtime state
-.atl/
@@ -1,62 +0,0 @@
-# Findings excluded from the Grype gate, each with a reason.
-# Anything not listed here blocks the pull request at critical or high severity.
-# Pairs are explicit: a new CVE against an already-listed package still blocks.
-#
-# Every entry below has a published fix we cannot take. Findings with no fix at all are
-# not listed: the scan runs with only-fixed, so they never reach the gate.
-
-ignore:
-
-  # Modules compiled into the Trivy binary we ship.
-  # Only a Trivy rebuild by its vendor can change these; the version is pinned in our Dockerfile.
-  - vulnerability: CVE-2026-56852
-    package:
-      name: golang.org/x/text
-  - vulnerability: GHSA-hrxh-6v49-42gf
-    package:
-      name: google.golang.org/grpc
-  - vulnerability: CVE-2026-50151
-    package:
-      name: oras.land/oras-go/v2
-
-  # Shipped inside the PowerShell tarball, in its bundled MicrosoftTeams module.
-  # Not a dependency we declare, and not one we can upgrade independently.
-  - vulnerability: CVE-2026-26127
-    package:
-      name: Microsoft.Bcl.Memory
-
-
-  # The CPython interpreter, compiled into the official base image.
-  # TEMPORARY, unlike the entries above: moving to Python 3.13 clears seven of these, and
-  # that is a runtime upgrade pending its own evaluation. The remaining three need 3.15 and
-  # are unfixable either way -- the MCP image already runs 3.13.14 and still reports them.
-  - vulnerability: CVE-2026-11940
-    package:
-      name: python
-  - vulnerability: CVE-2026-11972
-    package:
-      name: python
-  - vulnerability: CVE-2026-15308
-    package:
-      name: python
-  - vulnerability: CVE-2026-3298
-    package:
-      name: python
-  - vulnerability: CVE-2026-3644
-    package:
-      name: python
-  - vulnerability: CVE-2026-4224
-    package:
-      name: python
-  - vulnerability: CVE-2026-4786
-    package:
-      name: python
-  - vulnerability: CVE-2026-6100
-    package:
-      name: python
-  - vulnerability: CVE-2026-7210
-    package:
-      name: python
-  - vulnerability: CVE-2026-9669
-    package:
-      name: python
@@ -47,14 +47,6 @@ repos:
        priority: 20

  ## GITHUB ACTIONS
-  - repo: https://github.com/rhysd/actionlint
-    rev: v1.7.12
-    hooks:
-      - id: actionlint
-        # SC2129 only suggests grouping consecutive redirects; not worth restructuring for.
-        args: ['-shellcheck=-e SC2129']
-        priority: 30
-
  - repo: https://github.com/zizmorcore/zizmor-pre-commit
    rev: v1.24.1
    hooks:
@@ -152,7 +144,7 @@ repos:

      - id: generate-provider-cards
        name: "Docs - regenerate provider cards snippet"
-        entry: python3 docs/scripts/generate_provider_cards.py
+        entry: python docs/scripts/generate_provider_cards.py
        language: system
        files: { glob: ["docs/user-guide/providers/**/getting-started-*.mdx", "docs/scripts/generate_provider_cards.py", "docs/snippets/provider-cards.mdx", "api/src/backend/api/models.py"] }
        pass_filenames: false
@@ -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
@@ -1,143 +0,0 @@
-# Trivy suppressions for the prowlercloud/prowler SDK and API container images.
-#
-# This file replaces the classic .trivyignore, which parsed only the CVE id: the
-# `pkg:` selector written on each line was documentation and the entry suppressed
-# its CVE across every package in the image. The `purls` field below is honoured,
-# so each entry is scoped to the package it names. Verified against Trivy 0.71.2:
-# an entry given the wrong purl leaves the finding reported, where the classic
-# format suppressed it.
-#
-# `expired_at` forces re-review. Keep the dates staggered.
-#
-# The four entries below are currently redundant: the scan runs with ignore-unfixed,
-# and none of them has a published fix, so they never reach the gate either way. They
-# are kept because the reasoning is what justifies accepting them, and because they
-# apply again the moment any of them gains a fix we do not take.
-#
-# perl-base is Debian "Essential: yes". Trivy spreads src:perl CVEs across every
-# binary package built from that source, so perl-base is flagged for modules only
-# perl-modules-* ships. Neither image installs those, and nothing in either
-# invokes perl.
-#
-# Why these four are accepted rather than fixed (reviewed 2026-07-31):
-#
-#   1. No fix exists. All four report no fixed version on perl-base 5.40.1-6.
-#      Debian marks CVE-2026-42496 "fix_deferred" and the other three "affected".
-#      A newer base image, apt upgrade, or a newer Debian release changes nothing.
-#   2. The package cannot be removed. "Essential: yes" means removal needs
-#      dpkg --force-remove-essential, which breaks apt for anything built
-#      downstream from these images.
-#   3. Changing base distribution was evaluated and rejected. Alpine drops perl
-#      entirely, but PowerShell publishes no linux-musl-arm64 build in any
-#      release, so M365 scanning would break on arm64 -- which is what we run in
-#      production. Wolfi keeps glibc and drops perl, but pinnable versioned tags
-#      are a paid tier, so builds would not be reproducibly pinnable.
-#
-# Not-invoked claim verified by sweeping both images for files with a perl
-# shebang, shell/python callers of perl, ELF binaries containing "perl", and
-# .pl/.pm files or perl subprocess calls anywhere in site-packages. The only
-# consumers found are dpkg/debconf/adduser/pam tooling, none of which runs at
-# runtime, plus one build-time script inside the ExchangeOnlineManagement
-# PowerShell module that is never invoked.
-
-vulnerabilities:
-  # Archive::Tar path traversal. Not installed: `perl -MArchive::Tar -e1` cannot locate it.
-  - id: CVE-2026-42496
-    purls:
-      - "pkg:deb/debian/perl-base"
-    expired_at: 2027-01-31
-
-  # Storable integer overflow. Not installed: `perl -MStorable -e1` cannot locate it.
-  - id: CVE-2026-57433
-    purls:
-      - "pkg:deb/debian/perl-base"
-    expired_at: 2027-01-31
-
-  # Regex heap overflow on 32-bit builds only; both published arches are 64-bit.
-  - id: CVE-2026-8376
-    purls:
-      - "pkg:deb/debian/perl-base"
-    expired_at: 2027-01-31
-
-  # Regex trie bug giving silently wrong matches above 65535 alternation branches.
-  # perl 5.40.1 is in range, so this rests on nothing invoking perl. Short expiry
-  # to force a re-look. Ref: https://github.com/Perl/perl5/issues/23388
-  - id: CVE-2026-13221
-    purls:
-      - "pkg:deb/debian/perl-base"
-    expired_at: 2026-11-30
-
-  # Declared in the SPDX manifest that ships inside PowerShell's MicrosoftTeams module
-  # (Modules/MicrosoftTeams/7.9.0/_manifest/spdx_2.2/manifest.spdx.json). Trivy reads that
-  # SBOM and reports what it declares, which is not the same as what the image contains:
-  # there is no Node runtime and no node_modules anywhere in the image, and the .NET
-  # assemblies target net472, a Windows-only framework. Nothing here is reachable, and none
-  # of it is a dependency we declare -- only Microsoft can change the module's contents.
-  - id: CVE-2020-0606
-    purls:
-      - "pkg:nuget/Microsoft.WindowsDesktop.App.Ref"
-    expired_at: 2027-01-31
-  - id: CVE-2019-0820
-    purls:
-      - "pkg:nuget/System.Text.RegularExpressions"
-    expired_at: 2027-01-31
-  - id: CVE-2026-47302
-    purls:
-      - "pkg:nuget/System.Security.Cryptography.Xml"
-    expired_at: 2027-01-31
-  - id: CVE-2026-47304
-    purls:
-      - "pkg:nuget/System.Security.Cryptography.Xml"
-    expired_at: 2027-01-31
-  - id: CVE-2026-50525
-    purls:
-      - "pkg:nuget/System.Security.Cryptography.Xml"
-    expired_at: 2027-01-31
-  - id: CVE-2026-50527
-    purls:
-      - "pkg:nuget/System.Security.Cryptography.Xml"
-    expired_at: 2027-01-31
-  - id: CVE-2026-50648
-    purls:
-      - "pkg:nuget/System.Security.Cryptography.Xml"
-    expired_at: 2027-01-31
-  - id: CVE-2026-13676
-    purls:
-      - "pkg:npm/fast-uri"
-    expired_at: 2027-01-31
-  - id: CVE-2026-16221
-    purls:
-      - "pkg:npm/fast-uri"
-    expired_at: 2027-01-31
-  - id: CVE-2026-18446
-    purls:
-      - "pkg:npm/fast-uri"
-    expired_at: 2027-01-31
-  - id: CVE-2026-69192
-    purls:
-      - "pkg:npm/ip-address"
-    expired_at: 2027-01-31
-
-  # Modules compiled into the Trivy binary the images ship. The binary is pinned by version
-  # and verified by checksum in the Dockerfile; only a rebuild by its vendor moves these.
-  - id: CVE-2026-56852
-    purls:
-      - "pkg:golang/golang.org/x/text"
-    expired_at: 2026-12-31
-  - id: GHSA-hrxh-6v49-42gf
-    purls:
-      - "pkg:golang/google.golang.org/grpc"
-    expired_at: 2026-12-31
-  - id: CVE-2026-50151
-    purls:
-      - "pkg:golang/oras.land/oras-go/v2"
-    expired_at: 2026-12-31
-  - id: CVE-2026-50163
-    purls:
-      - "pkg:golang/oras.land/oras-go/v2"
-    expired_at: 2026-12-31
-  - id: CVE-2026-39822
-    purls:
-      - "pkg:golang/stdlib"
-    expired_at: 2026-12-31
-
@@ -62,7 +62,6 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Action | Skill |
 |--------|-------|
 | Add changelog entry for a PR or feature | `prowler-changelog` |
-| Adding ConfigRequirements guardrails to compliance requirements | `prowler-compliance` |
 | Adding DRF pagination or permissions | `django-drf` |
 | Adding a compliance output formatter (per-provider class + table dispatcher) | `prowler-compliance` |
 | Adding indexes or constraints to database tables | `django-migration-psql` |
@@ -85,7 +84,6 @@ When performing these actions, ALWAYS invoke the corresponding skill FIRST:
 | Creating ViewSets, serializers, or filters in api/ | `django-drf` |
 | Creating Zod schemas | `zod-4` |
 | Creating a git commit | `prowler-commit` |
-| Creating a universal (multi-provider) compliance framework | `prowler-compliance` |
 | Creating new checks | `prowler-sdk-check` |
 | Creating new skills | `skill-creator` |
 | Creating or reviewing Django migrations | `django-migration-psql` |
@@ -1,30 +1,20 @@
-FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee568157882804b1124b4dd04266317710de 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"

-ARG POWERSHELL_VERSION=7.5.9
+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=0.72.0
+ARG TRIVY_VERSION=0.71.2
 ENV TRIVY_VERSION=${TRIVY_VERSION}

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

-# Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
-ARG TRIVY_SHA256_AMD64=bbb64b9695866ce4a7a8f5c9592002c5961cab378577fa3f8a040df362b9b2ea
-ARG TRIVY_SHA256_ARM64=2ca2c023109c2db6b2b77366b6717291452d4531167377d95c79547f0c8e3467
-ARG POWERSHELL_SHA256_AMD64=492ff26bb958336bf61e597ce19e07648b4003bd2a08659e02f0e3e0446ebfe0
-ARG POWERSHELL_SHA256_ARM64=2503b71da3e83635592b092df59a0aca4c3606b4d9b068217bb00be989cb0d56
-ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
-ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d
-
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
-    wget libicu76 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
+    wget libicu72 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
    build-essential pkg-config libzstd-dev zlib1g-dev \
    && rm -rf /var/lib/apt/lists/*

@@ -37,9 +27,6 @@ RUN ARCH=$(uname -m) && \
    else \
        echo "Unsupported architecture: $ARCH" && exit 1 ; \
    fi && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$POWERSHELL_SHA256_AMD64" ; else EXPECT="$POWERSHELL_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/powershell.tar.gz" > /tmp/powershell.sha256 && \
-    sha256sum -c /tmp/powershell.sha256 && rm /tmp/powershell.sha256 && \
    mkdir -p /opt/microsoft/powershell/7 && \
    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
    chmod +x /opt/microsoft/powershell/7/pwsh && \
@@ -56,9 +43,6 @@ RUN ARCH=$(uname -m) && \
        echo "Unsupported architecture for Trivy: $ARCH" && exit 1 ; \
    fi && \
    wget --progress=dot:giga "https://github.com/aquasecurity/trivy/releases/download/v${TRIVY_VERSION}/trivy_${TRIVY_VERSION}_${TRIVY_ARCH}.tar.gz" -O /tmp/trivy.tar.gz && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$TRIVY_SHA256_AMD64" ; else EXPECT="$TRIVY_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/trivy.tar.gz" > /tmp/trivy.sha256 && \
-    sha256sum -c /tmp/trivy.sha256 && rm /tmp/trivy.sha256 && \
    tar zxf /tmp/trivy.tar.gz -C /tmp && \
    mv /tmp/trivy /usr/local/bin/trivy && \
    chmod +x /usr/local/bin/trivy && \
@@ -77,9 +61,6 @@ RUN ARCH=$(uname -m) && \
        echo "Unsupported architecture for zizmor: $ARCH" && exit 1 ; \
    fi && \
    wget --progress=dot:giga "https://github.com/zizmorcore/zizmor/releases/download/v${ZIZMOR_VERSION}/zizmor-${ZIZMOR_ARCH}.tar.gz" -O /tmp/zizmor.tar.gz && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$ZIZMOR_SHA256_AMD64" ; else EXPECT="$ZIZMOR_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/zizmor.tar.gz" > /tmp/zizmor.sha256 && \
-    sha256sum -c /tmp/zizmor.sha256 && rm /tmp/zizmor.sha256 && \
    mkdir -p /tmp/zizmor-extract && \
    tar zxf /tmp/zizmor.tar.gz -C /tmp/zizmor-extract && \
    mv /tmp/zizmor-extract/zizmor /usr/local/bin/zizmor && \
@@ -106,7 +87,7 @@ ENV HOME='/home/prowler'
 ENV PATH="${HOME}/.local/bin:${PATH}"
 #hadolint ignore=DL3013
 RUN pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir uv==0.12.0
+    pip install --no-cache-dir uv==0.11.14

 RUN uv sync --locked --compile-bytecode && \
    rm -rf ~/.cache/uv
@@ -122,9 +103,6 @@ RUN apt-get purge -y --auto-remove \
    pkg-config \
    libzstd-dev \
    zlib1g-dev \
-    wget \
-    gnupg \
-    apt-transport-https \
    && rm -rf /var/lib/apt/lists/*

 USER prowler
@@ -133,15 +111,5 @@ USER prowler
 RUN pip uninstall dash-html-components -y && \
    pip uninstall dash-core-components -y

-USER root
-
-# pip is build-only; the entrypoint runs the venv directly.
-RUN rm -rf /usr/local/lib/python3.12/site-packages/pip \
-    /usr/local/lib/python3.12/site-packages/pip-*.dist-info \
-    /home/prowler/.local/lib/python3.12/site-packages/pip \
-    /home/prowler/.local/lib/python3.12/site-packages/pip-*.dist-info \
-    /usr/local/bin/pip /usr/local/bin/pip3 /usr/local/bin/pip3.12 \
-    /home/prowler/.local/bin/pip /home/prowler/.local/bin/pip3 /home/prowler/.local/bin/pip3.12
-
 USER prowler
 ENTRYPOINT ["/home/prowler/.venv/bin/prowler"]
@@ -34,9 +34,6 @@ test:   ## Test with pytest
 	rm -rf .coverage && \
 	pytest -n auto -vvv -s --cov=./prowler --cov-report=xml tests

-test-mcp: ## Test MCP server with pytest (mirrors CI)
-	cd mcp_server && uv run pytest --cov=./prowler_mcp_server --cov-report=term-missing tests
-
 coverage: ## Show Test Coverage
 	coverage run --skip-covered -m pytest -v && \
 	coverage report -m && \
@@ -3,13 +3,10 @@
  <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 thousands of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
+  <b><i>Prowler</b> is the Open Cloud Security Platform trusted by thousands to automate security and compliance in any cloud environment. With hundreds of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security simple, scalable, and cost-effective for organizations of any size.
 </p>
 <p align="center">
-<b>The Agentic Cloud Defender</i></b>
-</p>
-<p align="center">
-<a href="https://cloud.prowler.com/sign-up">Try Prowler Cloud</a>
+<b>Secure ANY cloud at AI Speed at <a href="https://prowler.com">prowler.com</i></b>
 </p>

 <p align="center">
@@ -24,7 +21,7 @@
  <a href="https://pypi.python.org/pypi/prowler/"><img alt="Python Version" src="https://img.shields.io/pypi/pyversions/prowler.svg"></a>
  <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://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 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>
@@ -44,7 +41,7 @@

 # Description

-**Prowler** is the world’s most widely used _Open-Source Cloud Security Platform_ that automates security and compliance across **any cloud environment**. With thousands of ready-to-use security checks, remediation guidance, and compliance frameworks, Prowler is built to _“Secure ANY Cloud at AI Speed”_. Prowler delivers **AI-driven**, **customizable**, and **easy-to-use** assessments, dashboards, reports, and integrations, making cloud security **simple**, **scalable**, and **cost-effective** for organizations of any size.
+**Prowler** is the world’s most widely used _Open-Source Cloud Security Platform_ that automates security and compliance across **any cloud environment**. With hundreds of ready-to-use security checks, remediation guidance, and compliance frameworks, Prowler is built to _“Secure ANY Cloud at AI Speed”_. Prowler delivers **AI-driven**, **customizable**, and **easy-to-use** assessments, dashboards, reports, and integrations, making cloud security **simple**, **scalable**, and **cost-effective** for organizations of any size.

 Prowler includes hundreds of built-in controls to ensure compliance with standards and frameworks, including:

@@ -57,16 +54,16 @@ Prowler includes hundreds of built-in controls to ensure compliance with standar
 - **National Security Standards:** ENS (Spanish National Security Scheme) and KISA ISMS-P (Korean)
 - **Custom Security Frameworks:** Tailored to your needs

-## Prowler Cloud & Prowler Local Server
+## Prowler App / Prowler Cloud

-[Prowler Cloud](https://cloud.prowler.com/sign-up) and Prowler Local Server, its self-hosted open-source version, are web applications that simplify running Prowler across your cloud provider accounts. They provide a user-friendly interface to visualize the results and streamline your security assessments.
+Prowler App / [Prowler Cloud](https://cloud.prowler.com/) is a web-based application that simplifies running Prowler across your cloud provider accounts. It provides a user-friendly interface to visualize the results and streamline your security assessments.

-![Prowler Cloud](docs/images/products/overview.png)
+![Prowler App](docs/images/products/overview.png)
 ![Risk Pipeline](docs/images/products/risk-pipeline.png)
 ![Threat Map](docs/images/products/threat-map.png)


->For more details, refer to the [Prowler Local Server documentation](https://docs.prowler.com/getting-started/installation/prowler-app)
+>For more details, refer to the [Prowler App Documentation](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-app-installation)

 ## Prowler CLI

@@ -76,12 +73,12 @@ prowler <provider>
 ![Prowler CLI Execution](docs/img/short-display.png)


-## Prowler Local Dashboard
+## Prowler Dashboard

 ```console
 prowler dashboard
 ```
-![Prowler Local Dashboard](docs/images/products/dashboard.png)
+![Prowler Dashboard](docs/images/products/dashboard.png)


 ## Attack Paths
@@ -124,28 +121,26 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 > For the most accurate and up-to-date information about checks, services, frameworks, and categories, visit [**Prowler Hub**](https://hub.prowler.com).


-| Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/user-guide/compliance/tutorials/compliance) | [Categories](https://docs.prowler.com/user-guide/cli/tutorials/misc#categories) | Support | Interface |
+| 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 | 621 | 86 | 47 | 19 | Official | UI, API, CLI |
-| Azure | 191 | 22 | 21 | 16 | 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 | 92 | 7 | 8 | 11 | Official | UI, API, CLI |
+| Kubernetes | 90 | 7 | 8 | 11 | Official | UI, API, CLI |
 | GitHub | 24 | 3 | 2 | 5 | Official | UI, API, CLI |
-| M365 | 111 | 10 | 6 | 10 | 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 | 1 | 8 | Official | UI, API, CLI |
 | LLM | [See `promptfoo` docs.](https://www.promptfoo.dev/docs/red-team/plugins/) | N/A | N/A | N/A | Official | CLI |
-| Image | N/A | N/A | N/A | N/A | Official | UI, API, CLI |
+| Image | N/A | N/A | N/A | N/A | Official | CLI, API |
 | 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 |
-| Huawei Cloud [Contact us](https://prowler.com/contact) | 25 | 10 | 1 | 6 | Unofficial | CLI |
-| E2E Networks [Contact us](https://prowler.com/contact) | 27 | 6 | 0 | 2 | 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 |
@@ -164,11 +159,11 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically

 # 💻 Installation

-## Prowler Local Server
+## Prowler App

-Prowler Local Server offers flexible installation methods tailored to various environments:
+Prowler App offers flexible installation methods tailored to various environments:

-> For detailed instructions on using Prowler Local Server, refer to the [usage guide](https://docs.prowler.com/user-guide/tutorials/prowler-app).
+> For detailed instructions on using Prowler App, refer to the [Prowler App Usage Guide](https://docs.prowler.com/projects/prowler-open-source/en/latest/tutorials/prowler-app/).

 ### Docker Compose

@@ -201,7 +196,7 @@ 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.

-Once configured, access Prowler Local Server at http://localhost:3000. Sign up using your email and password to get started.
+Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.

 ### Common Issues with Docker Pull Installation

@@ -273,7 +268,7 @@ pnpm run build
 pnpm start
 ```

-> Once configured, access Prowler Local Server at http://localhost:3000. Sign up using your email and password to get started.
+> Once configured, access the Prowler App at http://localhost:3000. Sign up using your email and password to get started.

 #### Pre-commit Hooks Setup

@@ -291,7 +286,7 @@ Prowler CLI is available as a project in [PyPI](https://pypi.org/project/prowler
 pip install prowler
 prowler -v
 ```
->For further guidance, refer to [https://docs.prowler.com](https://docs.prowler.com/getting-started/installation/prowler-cli)
+>For further guidance, refer to [https://docs.prowler.com](https://docs.prowler.com/projects/prowler-open-source/en/latest/#prowler-cli-installation)

 ### Containers

@@ -311,7 +306,7 @@ The container images are available here:
 - Prowler CLI:
    - [DockerHub](https://hub.docker.com/r/prowlercloud/prowler/tags)
    - [AWS Public ECR](https://gallery.ecr.aws/prowler-cloud/prowler)
- Prowler Local Server:
+- Prowler App:
    - [DockerHub - Prowler UI](https://hub.docker.com/r/prowlercloud/prowler-ui/tags)
    - [DockerHub - Prowler API](https://hub.docker.com/r/prowlercloud/prowler-api/tags)

@@ -361,55 +356,17 @@ Full configuration, per-provider authentication, and SARIF examples: [Prowler Gi

 # ✏️ High level architecture

-## Prowler Local Server
-**Prowler Local Server** is composed of four key components:
+## Prowler App
+**Prowler App** is composed of four key components:

 - **Prowler UI**: A web-based interface, built with Next.js, providing a user-friendly experience for executing Prowler scans and visualizing results.
 - **Prowler API**: A backend service, developed with Django REST Framework, responsible for running Prowler scans and storing the generated results.
 - **Prowler SDK**: A Python SDK designed to extend the functionality of the Prowler CLI for advanced capabilities.
 - **Prowler MCP Server**: A Model Context Protocol server that provides AI tools for Lighthouse, the AI-powered security assistant. This is a critical dependency for Lighthouse functionality.

-```mermaid
-flowchart TB
-    user([User / Security Team])
-    cli([Prowler CLI])
+![Prowler App Architecture](docs/images/products/prowler-app-architecture.png)

-    subgraph APP["Prowler Local Server"]
-        ui["Prowler UI<br/>(Next.js)"]
-        api["Prowler API<br/>(Django REST Framework)"]
-        worker["API Worker<br/>(Celery)"]
-        beat["API Scheduler<br/>(Celery Beat)"]
-        mcp["Prowler MCP Server<br/>(Lighthouse AI tools)"]
-    end
-
-    sdk["Prowler SDK<br/>(Python)"]
-
-    subgraph DATA["Data Layer"]
-        pg[("PostgreSQL")]
-        valkey[("Valkey / Redis")]
-        neo4j[("Neo4j")]
-    end
-
-    providers["Providers"]
-
-    user --> ui
-    user --> cli
-    ui -->|REST| api
-    ui -->|MCP HTTP| mcp
-    mcp -->|REST| api
-    api --> pg
-    api --> valkey
-    beat -->|enqueue jobs| valkey
-    valkey -->|dispatch| worker
-    worker --> pg
-    worker -->|Attack Paths| neo4j
-    worker -->|invokes| sdk
-    cli --> sdk
-
-    sdk --> providers
-```
-
-<!-- Diagram source: docs/images/products/prowler-app-architecture.mmd — keep this inline block, the docs page getting-started/products/prowler-app.mdx, and the .mmd file in sync. -->
+<!-- Diagram source: docs/images/products/prowler-app-architecture.mmd — edit there, re-render at https://mermaid.live, and replace the PNG. -->


 ## Prowler CLI
@@ -167,7 +167,7 @@ runs:

    - name: Upload SARIF to GitHub Code Scanning
      if: always() && inputs.upload-sarif == 'true' && steps.find-sarif.outputs.sarif_path != ''
-      uses: github/codeql-action/upload-sarif@f205ea1c3313d32999d8d6a48b4f6530d4437b38 # v4.37.4
+      uses: github/codeql-action/upload-sarif@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
      with:
        sarif_file: ${{ steps.find-sarif.outputs.sarif_path }}
        category: ${{ inputs.sarif-category }}
@@ -4,133 +4,6 @@ All notable changes to the **Prowler API** are documented in this file.

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

-## [1.39.0] (Prowler v5.38.0)
-
-### 🚀 Added
-
- Attack Paths adds 20 AWS privilege-escalation detection queries from pathfinding.cloud, covering service PassRole escalations (Batch, Braket, Cognito Identity, ECS, EMR, EMR Serverless, GameLift, Glue, EC2 Image Builder, Kinesis Analytics, HealthOmics, EventBridge Scheduler, SSM, Step Functions), CodeDeploy and Step Functions existing-resource abuse, role permissions-boundary removal with role assumption, and IAM Identity Center permission-set policy injection [(#12237)](https://github.com/prowler-cloud/prowler/pull/12237)
- Attack Paths query metadata now carries an outcome (Code execution, Privilege escalation, Public exposure, or Resource inventory), exposed on the queries endpoint so the graph can show a terminal outcome node [(#12344)](https://github.com/prowler-cloud/prowler/pull/12344)
- Container images now ship an SBOM and build provenance as OCI attestations [(#12352)](https://github.com/prowler-cloud/prowler/pull/12352)
-
-### 🔄 Changed
-
- Pin the container vulnerability scanner to Trivy v0.72.0, matching prowler-registry and partner-portal [(#12346)](https://github.com/prowler-cloud/prowler/pull/12346)
-
-### 🐞 Fixed
-
- Compliance report output directory failures are now logged with the exception attached and fingerprinted by `errno` in Sentry, so `ENOSPC`, `ENOENT` and `EACCES` no longer share a single issue [(#12142)](https://github.com/prowler-cloud/prowler/pull/12142)
- Restored the SDK dependency to `@master` now that the dependency bumps have landed there, and regenerated the lock. The API image no longer builds against a temporary integration branch [(#12309)](https://github.com/prowler-cloud/prowler/pull/12309)
-
-### 🔐 Security
-
- The API container image now verifies the checksum of every third-party binary it downloads (PowerShell, Trivy, zizmor) before installing it [(#12334)](https://github.com/prowler-cloud/prowler/pull/12334)
- Upgrade aiohttp to 3.14.3 to pick up the fix for CVE-2026-69244 [(#12340)](https://github.com/prowler-cloud/prowler/pull/12340)
- Upgrade cryptography to 50.0.0, closing CVE-2026-69247 and CVE-2026-69249 [(#12356)](https://github.com/prowler-cloud/prowler/pull/12356)
-
---
-
-## [1.38.1] (Prowler v5.37.1)
-
-### 🐞 Fixed
-
- Entra Conditional Access guest-user checks no longer report false FAILs in M365 scans: microsoft-kiota packages overridden to 1.9.10 so `guestOrExternalUserTypes` (a flags enum Graph serializes as a comma-separated string) deserializes correctly instead of returning an empty list [(#12315)](https://github.com/prowler-cloud/prowler/pull/12315)
-
-### 🔐 Security
-
- The API container image now builds on Debian 13 (trixie), taking its critical CVE count from 18 to 4 [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- Bumped PowerShell, Trivy and uv in the API container image, clearing 14 high-severity CVEs [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- Bumped `workos` and `pyopenssl` so the API can move to `cryptography` 48.0.1 [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- Removed `gnupg` and `apt-transport-https` from the API container image [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- The API container image no longer ships `git`; removing it also dropped `perl`, `perl-modules`, `libperl` and `liberror-perl`, clearing 12 critical CVEs. Only `perl-base` remains, which Debian marks Essential and cannot be removed [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- Removed `pip` from the API container image, clearing two high-severity CVEs in the vendored copies of `setuptools` and `msgpack` [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
- Bumped `pillow` to 12.3.0, `httplib2` to 0.32.0 and `pyasn1` to 0.6.4 to resolve known CVEs [(#12311)](https://github.com/prowler-cloud/prowler/pull/12311)
-
---
-
-## [1.38.0] (Prowler v5.37.0)
-
-### 🚀 Added
-
- Attack Paths: four AWS privilege-escalation detection queries from pathfinding.cloud: cross-account role trust (STS-002), wildcard role trust (STS-003), user permissions-boundary removal (IAM-022), and IAM Identity Center permission-set escalation (SSO-001) [(#11460)](https://github.com/prowler-cloud/prowler/pull/11460)
-
-### 🐞 Fixed
-
- Attack Paths IAM privilege-escalation queries no longer build an all-nodes × all-resource-items cartesian product, fixing runtime errors and timeouts on accounts with many IAM roles, users, or groups [(#12136)](https://github.com/prowler-cloud/prowler/pull/12136)
- `task_args` serialization no longer returns HTTP 500 errors when Celery truncates stored task keyword arguments [(#12165)](https://github.com/prowler-cloud/prowler/pull/12165)
- Attack Paths predefined queries on migrated graphs are now scoped with the provider label, letting the graph database seed from its label index instead of a global label scan and preventing query timeouts on Neptune [(#12167)](https://github.com/prowler-cloud/prowler/pull/12167)
- Authentication with an API key whose owning user was deleted now returns `401` instead of an unhandled `AttributeError`, and user deletion now revokes the user's API keys across all their tenants [(#12210)](https://github.com/prowler-cloud/prowler/pull/12210)
- AWS Security Hub integrations now persist successful connection checks during finding delivery so their connection status and last checked timestamp stay current [(#12212)](https://github.com/prowler-cloud/prowler/pull/12212)
- SAML users without a `userType` attribute and without an existing role in the SAML tenant now receive a least-privilege `read_only` fallback role; a numeric suffix is used when that name belongs to a role with different permissions [(#12223)](https://github.com/prowler-cloud/prowler/pull/12223)
- Social signups create users and authentication records in one database transaction, preventing incomplete accounts when provisioning fails [(#12245)](https://github.com/prowler-cloud/prowler/pull/12245)
- Requesting integrations with a sparse fieldset that leaves out `configuration` no longer returns HTTP 500 errors when the tenant has a Jira integration [(#12261)](https://github.com/prowler-cloud/prowler/pull/12261)
-
-### 🔐 Security
-
- Provider deletion and connection checks, scan creation, provider secrets, provider groups, and daily schedules now respect role provider-group visibility [(#12216)](https://github.com/prowler-cloud/prowler/pull/12216)
-
---
-
-## [1.37.0] (Prowler v5.36.0)
-
-### 🔄 Changed
-
- OCI provider secrets no longer require `region`; legacy `region` input is accepted for backwards compatibility but ignored before storing or scanning [(#11741)](https://github.com/prowler-cloud/prowler/pull/11741)
- Compliance overview ingest now runs in a single transaction per scan with a configurable `COPY` batch size (`DJANGO_COMPLIANCE_COPY_BATCH_SIZE`, default 2000), reducing write pressure on the database [(#11875)](https://github.com/prowler-cloud/prowler/pull/11875)
-
-### 🐞 Fixed
-
- Scan findings now recover resources missing from the in-memory cache after resource pre-resolution, preventing valid findings from being skipped [(#12002)](https://github.com/prowler-cloud/prowler/pull/12002)
- Tenant-wide integrations that are not attached to any provider, such as Jira, are now visible and manageable by roles with `manage_integrations` and without unlimited visibility [(#12060)](https://github.com/prowler-cloud/prowler/pull/12060)
- Output generation now removes the scan's temporary output directory before writing, so a re-run of the task for the same scan (e.g. broker redelivery after a worker is killed mid-run) no longer appends to the previous run's files and duplicates finding rows in the exported CSV and other outputs [(#12097)](https://github.com/prowler-cloud/prowler/pull/12097)
-
-### 🔐 Security
-
- Integration responses no longer disclose providers outside the visibility of the role, including the resources sideloaded through `?include=providers` [(#12060)](https://github.com/prowler-cloud/prowler/pull/12060)
- Integration connection checks, Jira issue type lookups and Jira dispatches now resolve the integration through the provider visibility of the role instead of the whole tenant [(#12060)](https://github.com/prowler-cloud/prowler/pull/12060)
- Roles without unlimited visibility can no longer attach an integration to providers they cannot see, nor edit or delete an integration bound to them [(#12060)](https://github.com/prowler-cloud/prowler/pull/12060)
- Kubernetes kubeconfig validation now rejects legacy `auth-provider.config.cmd-path` command authentication in Prowler Cloud/API [(#12091)](https://github.com/prowler-cloud/prowler/pull/12091)
-
---
-
-## [1.36.0] (Prowler v5.35.0)
-
-### 🐞 Fixed
-
- `attack-paths-scan-perform` Celery tasks now use the configurable long-task time limits instead of the six-hour defaults [(#12009)](https://github.com/prowler-cloud/prowler/pull/12009)
- Attack Paths scans handle provider deletion races cleanly, detect stale tasks after 16 hours, use backend-specific graph synchronization batches, and report exhausted Neptune write retries with the original database error [(#12019)](https://github.com/prowler-cloud/prowler/pull/12019)
-
-### 🔐 Security
-
- Jira integration credentials only accept bare Atlassian site names containing letters, numbers, and hyphens [(#12012)](https://github.com/prowler-cloud/prowler/pull/12012)
- Social account linking requires a verified matching email from both the identity provider and the existing user account without sending account connection notifications [(#12013)](https://github.com/prowler-cloud/prowler/pull/12013)
-
---
-
-## [1.35.0] (Prowler v5.34.0)
-
-### 🐞 Fixed
-
- `rls_transaction` now falls back directly to the primary DB for connection-level mid-query read replica failures via `execute_wrapper`, reducing non-streaming read crashes during replica recovery [(#10379)](https://github.com/prowler-cloud/prowler/pull/10379)
- RBAC permission gates now combine permissions from every role assigned to a user in the active tenant [(#11979)](https://github.com/prowler-cloud/prowler/pull/11979)
- `attack-paths-cleanup-stale-scans` now retries worker pings and checks recent scan activity before failing scans and removing temporary databases [(#11986)](https://github.com/prowler-cloud/prowler/pull/11986)
-
-### 🔐 Security
-
- User role relationship updates are limited to the active tenant to preserve role assignments in other tenants [(#11903)](https://github.com/prowler-cloud/prowler/pull/11903)
- `api` container image removes the unused Debian `libxml2` runtime package and scopes the `CVE-2026-13221` Trivy exception to unaffected Perl 5.36 packages [(#11991)](https://github.com/prowler-cloud/prowler/pull/11991)
-
---
-
-## [1.34.2] (Prowler v5.33.2)
-
-### 🐞 Fixed
-
- Attack Paths graph mutations now retry transient Neptune concurrency and deadline failures, while Neo4j mutations use managed transaction retries [(#11968)](https://github.com/prowler-cloud/prowler/pull/11968)
- Attack Paths scans now use bounded child node identifiers for normalized list values in Neo4j and Neptune, preventing Neo4j RANGE index key size failures [(#11969)](https://github.com/prowler-cloud/prowler/pull/11969)
- `scan-summary` aggregation now upserts summaries in deterministic conflict-key order, preventing PostgreSQL deadlocks during concurrent reaggregation [(#11971)](https://github.com/prowler-cloud/prowler/pull/11971)
-
---
-
 ## [1.34.1] (Prowler v5.33.1)

 ### 🐞 Fixed
@@ -1,31 +1,23 @@
-FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee568157882804b1124b4dd04266317710de AS build
+FROM python:3.12.13-slim-bookworm@sha256:8a7e7cc04fd3e2bd787f7f24e22d5d119aa590d429b50c95dfe12b3abe52f48b AS build

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

-ARG POWERSHELL_VERSION=7.5.9
+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=0.72.0
+ARG TRIVY_VERSION=0.71.2
 ENV TRIVY_VERSION=${TRIVY_VERSION}

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

-# Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
-ARG TRIVY_SHA256_AMD64=bbb64b9695866ce4a7a8f5c9592002c5961cab378577fa3f8a040df362b9b2ea
-ARG TRIVY_SHA256_ARM64=2ca2c023109c2db6b2b77366b6717291452d4531167377d95c79547f0c8e3467
-ARG POWERSHELL_SHA256_AMD64=492ff26bb958336bf61e597ce19e07648b4003bd2a08659e02f0e3e0446ebfe0
-ARG POWERSHELL_SHA256_ARM64=2503b71da3e83635592b092df59a0aca4c3606b4d9b068217bb00be989cb0d56
-ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
-ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d
-
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
    wget \
    git \
-    libicu76 \
+    libicu72 \
    gcc \
    g++ \
    make \
@@ -36,6 +28,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
    libtool \
    libxslt1-dev \
    python3-dev \
+    git \
    && rm -rf /var/lib/apt/lists/*

 # Install PowerShell
@@ -47,9 +40,6 @@ RUN ARCH=$(uname -m) && \
    else \
        echo "Unsupported architecture: $ARCH" && exit 1 ; \
    fi && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$POWERSHELL_SHA256_AMD64" ; else EXPECT="$POWERSHELL_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/powershell.tar.gz" > /tmp/powershell.sha256 && \
-    sha256sum -c /tmp/powershell.sha256 && rm /tmp/powershell.sha256 && \
    mkdir -p /opt/microsoft/powershell/7 && \
    tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
    chmod +x /opt/microsoft/powershell/7/pwsh && \
@@ -66,9 +56,6 @@ RUN ARCH=$(uname -m) && \
        echo "Unsupported architecture for Trivy: $ARCH" && exit 1 ; \
    fi && \
    wget --progress=dot:giga "https://github.com/aquasecurity/trivy/releases/download/v${TRIVY_VERSION}/trivy_${TRIVY_VERSION}_${TRIVY_ARCH}.tar.gz" -O /tmp/trivy.tar.gz && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$TRIVY_SHA256_AMD64" ; else EXPECT="$TRIVY_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/trivy.tar.gz" > /tmp/trivy.sha256 && \
-    sha256sum -c /tmp/trivy.sha256 && rm /tmp/trivy.sha256 && \
    tar zxf /tmp/trivy.tar.gz -C /tmp && \
    mv /tmp/trivy /usr/local/bin/trivy && \
    chmod +x /usr/local/bin/trivy && \
@@ -87,9 +74,6 @@ RUN ARCH=$(uname -m) && \
        echo "Unsupported architecture for zizmor: $ARCH" && exit 1 ; \
    fi && \
    wget --progress=dot:giga "https://github.com/zizmorcore/zizmor/releases/download/v${ZIZMOR_VERSION}/zizmor-${ZIZMOR_ARCH}.tar.gz" -O /tmp/zizmor.tar.gz && \
-    if [ "$ARCH" = "x86_64" ]; then EXPECT="$ZIZMOR_SHA256_AMD64" ; else EXPECT="$ZIZMOR_SHA256_ARM64" ; fi && \
-    echo "$EXPECT  /tmp/zizmor.tar.gz" > /tmp/zizmor.sha256 && \
-    sha256sum -c /tmp/zizmor.sha256 && rm /tmp/zizmor.sha256 && \
    mkdir -p /tmp/zizmor-extract && \
    tar zxf /tmp/zizmor.tar.gz -C /tmp/zizmor-extract && \
    mv /tmp/zizmor-extract/zizmor /usr/local/bin/zizmor && \
@@ -110,7 +94,7 @@ RUN mkdir -p /tmp/prowler_api_output
 COPY --chown=prowler:prowler pyproject.toml uv.lock ./

 RUN pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir uv==0.12.0
+    pip install --no-cache-dir uv==0.11.14

 ENV PATH="/home/prowler/.local/bin:$PATH"

@@ -118,41 +102,23 @@ ENV PATH="/home/prowler/.local/bin:$PATH"
 RUN uv sync --locked --no-install-project && \
    rm -rf ~/.cache/uv

-# Invoked as a module so the base image's Python minor version is not baked
-# into a site-packages path.
-RUN .venv/bin/python -m prowler.providers.m365.lib.powershell.m365_powershell
+RUN .venv/bin/python .venv/lib/python3.12/site-packages/prowler/providers/m365/lib/powershell/m365_powershell.py

 USER root

 # Remove build-only packages from the final image after Python dependencies are installed.
-# git is only needed by uv sync for the `prowler @ git+...` dependency; purging it drops perl too.
-# wget stays: the compose healthcheck shells out to it.
 RUN apt-get purge -y --auto-remove \
    gcc \
    g++ \
-    git \
    make \
    libxml2-dev \
    libxmlsec1-dev \
-    libxmlsec1-openssl \
-    libxmlsec1t64 \
-    libxmlsec1t64-openssl \
    pkg-config \
    libtool \
    libxslt1-dev \
    python3-dev \
-    gnupg \
-    apt-transport-https \
    && rm -rf /var/lib/apt/lists/*

-# pip is build-only; the entrypoint runs uv against the prepared venv. uv stays.
-RUN rm -rf /usr/local/lib/python3.12/site-packages/pip \
-    /usr/local/lib/python3.12/site-packages/pip-*.dist-info \
-    /home/prowler/.local/lib/python3.12/site-packages/pip \
-    /home/prowler/.local/lib/python3.12/site-packages/pip-*.dist-info \
-    /usr/local/bin/pip /usr/local/bin/pip3 /usr/local/bin/pip3.12 \
-    /home/prowler/.local/bin/pip /home/prowler/.local/bin/pip3 /home/prowler/.local/bin/pip3.12
-
 USER prowler

 COPY --chown=prowler:prowler src/backend/ ./backend/
@@ -1 +0,0 @@
-`/api/v1/accounts/saml/{organization_slug}/acs/` rejects non-POST requests before SAML response processing
@@ -1 +0,0 @@
-Tenant deletion no longer leaves memberships partially removed when exclusive-user cleanup fails
@@ -1 +0,0 @@
-`GET /api/v1/users/me` membership relationships identify the active tenant with `meta.active` for JWT and API key authentication
@@ -45,7 +45,7 @@ dependencies = [
  "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@v5.33",
  "psycopg2-binary==2.9.9",
  "pytest-celery[redis] (==1.3.0)",
  "sentry-sdk[django] (==2.56.0)",
@@ -63,7 +63,7 @@ dependencies = [
  "werkzeug (==3.1.7)",
  "sqlparse (==0.5.5)",
  "fonttools (==4.62.1)",
-  "uvicorn-worker (==0.4.0)"
+  "uvicorn-worker (==0.4.0)",
 ]
 description = "Prowler's API (Django/DRF)"
 license = "Apache-2.0"
@@ -71,7 +71,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.40.0"
+version = "1.34.1"

 # Shared ruff baseline (kept in sync with mcp_server/pyproject.toml).
 # target-version tracks this project's lowest supported Python.
@@ -92,8 +92,6 @@ extend-select = [

 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
-# workos and pyopenssl run ahead of master: the versions master pins cap cryptography
-# below 48, so both were bumped to versions that allow it (PROWLER-2310).
 constraint-dependencies = [
  "about-time==4.2.1",
  "adal==1.2.7",
@@ -101,7 +99,7 @@ constraint-dependencies = [
  "aiobotocore==2.25.1",
  "aiofiles==24.1.0",
  "aiohappyeyeballs==2.6.1",
-  "aiohttp==3.14.3",
+  "aiohttp==3.14.0",
  "aioitertools==0.13.0",
  "aiosignal==1.4.0",
  "alibabacloud-actiontrail20200706==2.4.1",
@@ -130,7 +128,7 @@ constraint-dependencies = [
  "alibabacloud-sls20201230==5.9.0",
  "alibabacloud-sts20150401==1.1.6",
  "alibabacloud-tea==0.4.3",
-  "alibabacloud-tea-openapi==0.4.5",
+  "alibabacloud-tea-openapi==0.4.4",
  "alibabacloud-tea-util==0.3.14",
  "alibabacloud-tea-xml==0.0.3",
  "alibabacloud-vpc20160428==6.13.0",
@@ -212,9 +210,9 @@ constraint-dependencies = [
  "coverage==7.5.4",
  "cron-descriptor==1.4.5",
  "crowdstrike-falconpy==1.6.0",
-  "cryptography==50.0.0",
+  "cryptography==46.0.7",
  "cycler==0.12.1",
-  "darabonba-core==1.0.8",
+  "darabonba-core==1.0.5",
  "dash==3.1.1",
  "dash-bootstrap-components==2.0.3",
  "debugpy==1.8.20",
@@ -279,7 +277,7 @@ constraint-dependencies = [
  "h2==4.3.0",
  "hpack==4.1.0",
  "httpcore==1.0.9",
-  "httplib2==0.32.0",
+  "httplib2==0.31.2",
  "httpx==0.28.1",
  "humanfriendly==10.0",
  "hyperframe==6.1.0",
@@ -316,13 +314,13 @@ constraint-dependencies = [
  "matplotlib==3.10.8",
  "mccabe==0.7.0",
  "mdurl==0.1.2",
-  "microsoft-kiota-abstractions==1.9.10",
-  "microsoft-kiota-authentication-azure==1.9.10",
-  "microsoft-kiota-http==1.9.10",
-  "microsoft-kiota-serialization-form==1.9.10",
-  "microsoft-kiota-serialization-json==1.9.10",
-  "microsoft-kiota-serialization-multipart==1.9.10",
-  "microsoft-kiota-serialization-text==1.9.10",
+  "microsoft-kiota-abstractions==1.9.9",
+  "microsoft-kiota-authentication-azure==1.9.9",
+  "microsoft-kiota-http==1.9.9",
+  "microsoft-kiota-serialization-form==1.9.9",
+  "microsoft-kiota-serialization-json==1.9.9",
+  "microsoft-kiota-serialization-multipart==1.9.9",
+  "microsoft-kiota-serialization-text==1.9.9",
  "microsoft-security-utilities-secret-masker==1.0.0b4",
  "msal==1.35.0b1",
  "msal-extensions==1.2.0",
@@ -339,7 +337,7 @@ constraint-dependencies = [
  "nltk==3.9.4",
  "numpy==2.2.6",
  "oauthlib==3.3.1",
-  "oci==2.183.0",
+  "oci==2.169.0",
  "openai==1.109.1",
  "openstacksdk==4.2.0",
  "opentelemetry-api==1.39.1",
@@ -351,7 +349,7 @@ constraint-dependencies = [
  "pagerduty==6.1.0",
  "pandas==2.2.3",
  "pbr==7.0.3",
-  "pillow==12.3.0",
+  "pillow==12.2.0",
  "pkginfo==1.12.1.2",
  "platformdirs==4.5.1",
  "plotly==6.5.2",
@@ -367,8 +365,8 @@ constraint-dependencies = [
  "psycopg2-binary==2.9.9",
  "py-deviceid==0.1.1",
  "py-iam-expand==0.3.0",
-  "py-ocsf-models==0.10.0",
-  "pyasn1==0.6.4",
+  "py-ocsf-models==0.8.1",
+  "pyasn1==0.6.3",
  "pyasn1-modules==0.4.2",
  "pycodestyle==2.14.0",
  "pycparser==3.0",
@@ -380,7 +378,7 @@ constraint-dependencies = [
  "pylint==3.2.5",
  "pymsalruntime==0.18.1",
  "pynacl==1.6.2",
-  "pyopenssl==26.2.0",
+  "pyopenssl==26.0.0",
  "pyparsing==3.3.2",
  "pyreadline3==3.5.4",
  "pysocks==1.7.1",
@@ -449,7 +447,7 @@ constraint-dependencies = [
  "wcwidth==0.5.3",
  "websocket-client==1.9.0",
  "werkzeug==3.1.7",
-  "workos==8.3.0",
+  "workos==6.0.8",
  "wrapt==1.17.3",
  "xlsxwriter==3.2.9",
  "xmlsec==1.3.17",
@@ -468,13 +466,10 @@ constraint-dependencies = [
 # 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 the microsoft-kiota packages in [project.dependencies].
-# microsoft-kiota-serialization-json 1.9.10 fixes get_collection_of_enum_values
-# returning [] for flags enums serialized as CSV strings (microsoft/kiota-python#515),
-# which broke the Entra Conditional Access guest-user checks; the kiota packages
-# release in lockstep and 1.9.10 requires microsoft-kiota-abstractions>=1.9.10, which
-# a constraint cannot satisfy against the SDK's hard pins, so override the whole set
-# to 1.9.10 until the SDK bump propagates to the pinned master rev.
+# 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
@@ -485,16 +480,8 @@ constraint-dependencies = [
 # that request pyjwt[crypto] and leave cryptography (needed for RS256) only transitive.
 override-dependencies = [
  "okta==3.4.2",
-  # alibabacloud-tea-openapi 0.4.5 caps cryptography below 49 and is the latest release.
-  "cryptography==50.0.0",
  "azure-mgmt-containerservice==34.1.0",
-  "microsoft-kiota-abstractions==1.9.10",
-  "microsoft-kiota-authentication-azure==1.9.10",
-  "microsoft-kiota-http==1.9.10",
-  "microsoft-kiota-serialization-form==1.9.10",
-  "microsoft-kiota-serialization-json==1.9.10",
-  "microsoft-kiota-serialization-multipart==1.9.10",
-  "microsoft-kiota-serialization-text==1.9.10",
+  "microsoft-kiota-abstractions==1.9.9",
  "dulwich==1.2.5",
  "pyjwt[crypto]==2.13.0"
 ]
@@ -1,7 +1,5 @@
-from allauth.account.models import EmailAddress
-from allauth.core.exceptions import ImmediateHttpResponse
 from allauth.socialaccount.adapter import DefaultSocialAccountAdapter
-from api.db_router import MainRouter, write_db_alias
+from api.db_router import MainRouter
 from api.db_utils import rls_transaction
 from api.models import (
    Membership,
@@ -13,7 +11,6 @@ from api.models import (
 )
 from api.utils import accept_invitation_for_user
 from django.db import transaction
-from django.http import HttpResponseForbidden


 class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
@@ -41,13 +38,8 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
        return None

    def pre_social_login(self, request, sociallogin):
-        # The provider account is already bound, so no email-based linking is needed.
-        if sociallogin.account.pk:
-            return
-
-        # Prefer the normalized email populated by allauth. GitHub can return the
-        # primary email separately from the profile stored in extra_data.
-        email = sociallogin.user.email or sociallogin.account.extra_data.get("email")
+        # 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
@@ -88,17 +80,6 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
        if email:
            existing_user = self.get_user_by_email(email)
            if existing_user:
-                email_is_verified = EmailAddress.objects.filter(
-                    user=existing_user,
-                    email__iexact=email,
-                    verified=True,
-                ).exists()
-                provider_verified_email = any(
-                    address.verified and address.email.casefold() == email.casefold()
-                    for address in sociallogin.email_addresses
-                )
-                if not email_is_verified or not provider_verified_email:
-                    raise ImmediateHttpResponse(HttpResponseForbidden())
                sociallogin.connect(request, existing_user)

    def save_user(self, request, sociallogin, form=None):
@@ -107,10 +88,7 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
        and is about to be saved to the DB for the first time.
        """
        with transaction.atomic(using=MainRouter.admin_db):
-            # Allauth saves the user without an explicit alias. Route that save
-            # through admin so every signup record shares this transaction.
-            with write_db_alias(MainRouter.admin_db):
-                user = super().save_user(request, sociallogin, form)
+            user = super().save_user(request, sociallogin, form)
            provider = sociallogin.provider.id
            extra = sociallogin.account.extra_data

@@ -1,6 +1,5 @@
 from api.attack_paths.queries import (
    AttackPathsQueryDefinition,
-    AttackPathsQueryOutcome,
    AttackPathsQueryParameterDefinition,
    get_queries_for_provider,
    get_query_by_id,
@@ -8,7 +7,6 @@ from api.attack_paths.queries import (

 __all__ = [
    "AttackPathsQueryDefinition",
-    "AttackPathsQueryOutcome",
    "AttackPathsQueryParameterDefinition",
    "get_queries_for_provider",
    "get_query_by_id",
@@ -27,7 +27,6 @@ from django.conf import (
 MAX_CUSTOM_QUERY_NODES = env.int("ATTACK_PATHS_MAX_CUSTOM_QUERY_NODES", default=250)

 TEMP_DB_PREFIX = "db-tmp-scan-"
-DATABASE_NOT_FOUND_CODE = "Neo.ClientError.Database.DatabaseNotFound"


 # Exceptions
@@ -45,10 +44,6 @@ class GraphDatabaseQueryException(Exception):
        return self.message


-class NeptuneWriteRetryExhaustedException(GraphDatabaseQueryException):
-    pass
-
-
 class WriteQueryNotAllowedException(GraphDatabaseQueryException):
    pass

@@ -4,13 +4,11 @@ from api.attack_paths.queries.registry import (
 )
 from api.attack_paths.queries.types import (
    AttackPathsQueryDefinition,
-    AttackPathsQueryOutcome,
    AttackPathsQueryParameterDefinition,
 )

 __all__ = [
    "AttackPathsQueryDefinition",
-    "AttackPathsQueryOutcome",
    "AttackPathsQueryParameterDefinition",
    "get_queries_for_provider",
    "get_query_by_id",
@@ -1,38 +1,4 @@
 from dataclasses import dataclass, field
-from enum import Enum
-
-
-@dataclass(frozen=True)
-class AttackPathsQueryOutcomeMeta:
-    """Display metadata for an outcome kind.
-
-    `label` and `partial` are properties of the outcome *kind*, not of an
-    individual query, so they live here once and every query just references a
-    kind. `partial` marks a latent/posture outcome (e.g. inventory) that the UI
-    renders as a marker rather than a full realized outcome.
-    """
-
-    kind: str
-    label: str
-    partial: bool = False
-
-
-class AttackPathsQueryOutcome(Enum):
-    """The terminal impact an attack-path query leads to.
-
-    Set per query and exposed by the API so the UI can render the graph's
-    terminal outcome node. The taxonomy is shared with Prowler Hub's attack-path
-    diagram (whose terminal labels match these values).
-    """
-
-    CODE_EXECUTION = AttackPathsQueryOutcomeMeta("code_execution", "Code execution")
-    PRIVILEGE_ESCALATION = AttackPathsQueryOutcomeMeta(
-        "privilege_escalation", "Privilege escalation"
-    )
-    PUBLIC_EXPOSURE = AttackPathsQueryOutcomeMeta("public_exposure", "Public exposure")
-    RESOURCE_INVENTORY = AttackPathsQueryOutcomeMeta(
-        "resource_inventory", "Resource inventory", partial=True
-    )


@dataclass
@@ -70,5 +36,4 @@ class AttackPathsQueryDefinition:
    provider: str
    cypher: str
    attribution: AttackPathsQueryAttribution | None = None
-    outcome: AttackPathsQueryOutcome | None = None
    parameters: list[AttackPathsQueryParameterDefinition] = field(default_factory=list)
@@ -1,6 +1,4 @@
 import logging
-import random
-import time
 from collections.abc import Callable
 from typing import Any

@@ -10,44 +8,18 @@ import neo4j.exceptions
 logger = logging.getLogger(__name__)


-class RetryExhaustedError(Exception):
-    def __init__(
-        self,
-        *,
-        retry_context: str,
-        method_name: str,
-        attempts: int,
-        elapsed_seconds: float,
-        last_error: Exception,
-    ) -> None:
-        self.retry_context = retry_context
-        self.method_name = method_name
-        self.attempts = attempts
-        self.elapsed_seconds = elapsed_seconds
-        self.last_error = last_error
-        last_message = getattr(last_error, "message", None) or str(last_error)
-        super().__init__(
-            f"{retry_context} {method_name} failed after {attempts} attempts over "
-            f"{elapsed_seconds:.3f}s. Last error: {last_message}"
-        )
-
-
 class RetryableSession:
-    """Wrapper around ``neo4j.Session`` with a refreshable retry policy."""
+    """
+    Wrapper around `neo4j.Session` that retries `neo4j.exceptions.ServiceUnavailable` errors.
+    """

    def __init__(
        self,
        session_factory: Callable[[], neo4j.Session],
        max_retries: int,
-        retry_if: Callable[[Exception], bool] | None = None,
-        initial_retry_delay_seconds: float = 0,
-        retry_context: str | None = None,
    ) -> None:
        self._session_factory = session_factory
        self._max_retries = max(0, max_retries)
-        self._retry_if = retry_if
-        self._initial_retry_delay_seconds = max(0.0, initial_retry_delay_seconds)
-        self._retry_context = retry_context
        self._session = self._session_factory()

    def close(self) -> None:
@@ -78,75 +50,30 @@ class RetryableSession:
    def _call_with_retry(self, method_name: str, *args: Any, **kwargs: Any) -> Any:
        attempt = 0
        last_exc: Exception | None = None
-        started_at = time.monotonic()

        while attempt <= self._max_retries:
            try:
                method = getattr(self._session, method_name)
                return method(*args, **kwargs)

-            except Exception as exc:
-                if not self._should_retry(exc):
-                    raise
-
+            except (
+                BrokenPipeError,
+                ConnectionResetError,
+                neo4j.exceptions.ServiceUnavailable,
+            ) as exc:  # pragma: no cover - depends on infra
                last_exc = exc
                attempt += 1

                if attempt > self._max_retries:
-                    if self._retry_context is not None:
-                        raise RetryExhaustedError(
-                            retry_context=self._retry_context,
-                            method_name=method_name,
-                            attempts=attempt,
-                            elapsed_seconds=time.monotonic() - started_at,
-                            last_error=exc,
-                        ) from exc
                    raise

-                delay = self._retry_delay(attempt)
-                if self._retry_context is not None:
-                    error_message = getattr(exc, "message", None) or str(exc)
-                    logger.warning(
-                        "%s %s failed with %s: %s; retry %s/%s in %.3fs",
-                        self._retry_context,
-                        method_name,
-                        type(exc).__name__,
-                        error_message,
-                        attempt,
-                        self._max_retries,
-                        delay,
-                    )
-                else:
-                    logger.warning(
-                        "Graph session %s failed with %s; retry %s/%s in %.3fs",
-                        method_name,
-                        type(exc).__name__,
-                        attempt,
-                        self._max_retries,
-                        delay,
-                    )
+                logger.warning(
+                    f"Neo4j session {method_name} failed with {type(exc).__name__} ({attempt}/{self._max_retries} attempts). Retrying..."
+                )
                self._refresh_session()
-                if delay:
-                    time.sleep(delay)

        raise last_exc if last_exc else RuntimeError("Unexpected retry loop exit")

-    def _should_retry(self, exc: Exception) -> bool:
-        if isinstance(
-            exc,
-            (
-                BrokenPipeError,
-                ConnectionResetError,
-                neo4j.exceptions.ServiceUnavailable,
-            ),
-        ):
-            return True
-        return self._retry_if(exc) if self._retry_if else False
-
-    def _retry_delay(self, attempt: int) -> float:
-        max_delay = self._initial_retry_delay_seconds * (2**attempt)
-        return random.uniform(max_delay / 2, max_delay) if max_delay else 0
-
    def _refresh_session(self) -> None:
        if self._session is not None:
            try:
@@ -15,8 +15,6 @@ class SinkDatabase(Protocol):
    has a single graph, and isolation is label-based).
    """

-    sync_batch_size: int
-
    def init(self) -> None: ...

    def close(self) -> None: ...
@@ -42,10 +42,6 @@ def delete_batches(
    batch_size: int,
    drop_t0: float,
 ) -> tuple[int, int]:
-    def delete_batch(tx: Any) -> int:
-        record = tx.run(query, {"batch_size": batch_size}).single()
-        return (record[count_key] if record else 0) or 0
-
    deleted_total = initial_total
    batches = 0
    while True:
@@ -60,7 +56,8 @@ def delete_batches(
            deleted_total,
            time.perf_counter() - drop_t0,
        )
-        deleted = session.execute_write(delete_batch)
+        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

@@ -54,8 +54,6 @@ DATABASE_NOT_FOUND_CODE = "Neo.ClientError.Database.DatabaseNotFound"
 class Neo4jSink(SinkDatabase):
    """Neo4j-backed sink. Multi-database cluster; tenant isolation is physical."""

-    sync_batch_size = env.int("ATTACK_PATHS_NEO4J_SYNC_BATCH_SIZE", default=1000)
-
    def __init__(self) -> None:
        self._driver: neo4j.Driver | None = None
        self._lock = threading.Lock()
@@ -205,7 +203,7 @@ class Neo4jSink(SinkDatabase):
        """
        from api.attack_paths.database import GraphDatabaseQueryException
        from tasks.jobs.attack_paths.config import (
-            GRAPH_MUTATION_BATCH_SIZE,
+            BATCH_SIZE,
            PROVIDER_RESOURCE_LABEL,
            get_provider_label,
        )
@@ -253,7 +251,7 @@ class Neo4jSink(SinkDatabase):
                        total_key="rels",
                        deleted_key="deleted_rels",
                        initial_total=deleted_relationships,
-                        batch_size=GRAPH_MUTATION_BATCH_SIZE,
+                        batch_size=BATCH_SIZE,
                        drop_t0=drop_t0,
                    )
                    relationship_batches += phase_batches
@@ -272,7 +270,7 @@ class Neo4jSink(SinkDatabase):
                    total_key="nodes",
                    deleted_key="deleted_nodes",
                    initial_total=0,
-                    batch_size=GRAPH_MUTATION_BATCH_SIZE,
+                    batch_size=BATCH_SIZE,
                    drop_t0=drop_t0,
                )

@@ -357,7 +355,7 @@ class Neo4jSink(SinkDatabase):
            f"ON (n.`{PROVIDER_ELEMENT_ID_PROPERTY}`)"
        )
        with self.get_session(database) as session:
-            session.execute_write(lambda tx: tx.run(query).consume())
+            session.run(query).consume()

    def write_nodes(
        self,
@@ -379,7 +377,7 @@ class Neo4jSink(SinkDatabase):
            SET n += row.props
        """
        with self.get_session(database) as session:
-            session.execute_write(lambda tx: tx.run(query, {"rows": rows}).consume())
+            session.run(query, {"rows": rows}).consume()

    def write_relationships(
        self,
@@ -405,7 +403,7 @@ class Neo4jSink(SinkDatabase):
            SET r += row.props
        """
        with self.get_session(database) as session:
-            session.execute_write(lambda tx: tx.run(query, {"rows": rows}).consume())
+            session.run(query, {"rows": rows}).consume()

    # For compatibility with test harnesses that patch the concrete driver
    def get_driver(self) -> neo4j.Driver:
@@ -25,7 +25,7 @@ from urllib.parse import urlsplit

 import neo4j
 import neo4j.exceptions
-from api.attack_paths.retryable_session import RetryableSession, RetryExhaustedError
+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,
@@ -59,34 +59,20 @@ 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)
-NEPTUNE_WRITE_RETRY_DELAY_SECONDS = 2

 READ_EXCEPTION_CODES = [
    "Neo.ClientError.Statement.AccessMode",
    "Neo.ClientError.Procedure.ProcedureNotFound",
 ]
 CLIENT_STATEMENT_EXCEPTION_PREFIX = "Neo.ClientError.Statement."
-RETRYABLE_WRITE_ERROR_FRAGMENTS = (
-    "Operation failed due to conflicting concurrent operations",
-    "Operation terminated (deadline exceeded)",
-)

 # Refresh 60s before the 5-minute SigV4 window closes
 SIGV4_TOKEN_LIFETIME_MINUTES = 4


-def _is_retryable_write_error(exc: Exception) -> bool:
-    if not isinstance(exc, neo4j.exceptions.Neo4jError):
-        return False
-    message = exc.message or ""
-    return any(fragment in message for fragment in RETRYABLE_WRITE_ERROR_FRAGMENTS)
-
-
 class NeptuneSink(SinkDatabase):
    """Neptune-backed sink. Single database; isolation is label-based."""

-    sync_batch_size = env.int("ATTACK_PATHS_NEPTUNE_SYNC_BATCH_SIZE", default=500)
-
    def __init__(self) -> None:
        self._writer: neo4j.Driver | None = None
        self._reader: neo4j.Driver | None = None
@@ -208,7 +194,6 @@ class NeptuneSink(SinkDatabase):
        from api.attack_paths.database import (
            ClientStatementException,
            GraphDatabaseQueryException,
-            NeptuneWriteRetryExhaustedException,
            WriteQueryNotAllowedException,
        )

@@ -220,27 +205,14 @@ class NeptuneSink(SinkDatabase):

        session_wrapper: RetryableSession | None = None
        try:
-            is_write_session = default_access_mode != neo4j.READ_ACCESS
            session_wrapper = RetryableSession(
                session_factory=lambda: driver.session(
                    default_access_mode=default_access_mode
                ),
                max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
-                retry_if=_is_retryable_write_error if is_write_session else None,
-                initial_retry_delay_seconds=(
-                    NEPTUNE_WRITE_RETRY_DELAY_SECONDS if is_write_session else 0
-                ),
-                retry_context="Neptune write" if is_write_session else None,
            )
            yield session_wrapper

-        except RetryExhaustedError as exc:
-            last_error = exc.last_error
-            raise NeptuneWriteRetryExhaustedException(
-                message=str(exc),
-                code=getattr(last_error, "code", None),
-            ) from last_error
-
        except neo4j.exceptions.Neo4jError as exc:
            if (
                default_access_mode == neo4j.READ_ACCESS
@@ -302,7 +274,7 @@ class NeptuneSink(SinkDatabase):
        graph's branching factor.
        """
        from tasks.jobs.attack_paths.config import (
-            GRAPH_MUTATION_BATCH_SIZE,
+            BATCH_SIZE,
            PROVIDER_RESOURCE_LABEL,
            get_provider_label,
        )
@@ -341,7 +313,7 @@ class NeptuneSink(SinkDatabase):
                    total_key="rels",
                    deleted_key="deleted_rels",
                    initial_total=deleted_relationships,
-                    batch_size=GRAPH_MUTATION_BATCH_SIZE,
+                    batch_size=BATCH_SIZE,
                    drop_t0=drop_t0,
                )
                relationship_batches += phase_batches
@@ -360,7 +332,7 @@ class NeptuneSink(SinkDatabase):
                total_key="nodes",
                deleted_key="deleted_nodes",
                initial_total=0,
-                batch_size=GRAPH_MUTATION_BATCH_SIZE,
+                batch_size=BATCH_SIZE,
                drop_t0=drop_t0,
            )

@@ -433,7 +405,7 @@ class NeptuneSink(SinkDatabase):
            SET n.`{PROVIDER_ELEMENT_ID_PROPERTY}` = row.provider_element_id
        """
        with self.get_session() as session:
-            session.execute_write(lambda tx: tx.run(query, {"rows": rows}).consume())
+            session.run(query, {"rows": rows}).consume()

    def write_relationships(
        self,
@@ -457,7 +429,7 @@ class NeptuneSink(SinkDatabase):
            SET r += row.props
        """
        with self.get_session() as session:
-            session.execute_write(lambda tx: tx.run(query, {"rows": rows}).consume())
+            session.run(query, {"rows": rows}).consume()

    # Test helpers

@@ -115,26 +115,7 @@ def execute_query(
        # 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)
-
-        cypher = definition.cypher
-        # Every synced node carries a `_Provider_{uuid}` isolation label (the
-        # sync labels the whole provider subgraph). Injecting it into the
-        # predefined query's node patterns gives the planner a selective label
-        # index to seed from instead of a global label scan (`:AWSRole` across
-        # every tenant), which on Neptune is the difference between a sub-second
-        # plan and a query that times out. The custom-query path relies on this
-        # same injection.
-        #
-        # Restrict it to migrated scans: that catalog runs on the Neptune sink
-        # where the plan blowup happens, while the pre-cutover legacy catalog
-        # runs on the old sink and is dropped after the cutover, so leave it
-        # byte-for-byte unchanged. This only affects the query plan, not
-        # isolation - `_serialize_graph` already label-filters both catalogs.
-        # TODO: drop the is_migrated guard after Neptune cutover
-        if scan.is_migrated:
-            cypher = inject_provider_label(cypher, provider_id)
-
-        graph = backend.execute_read_query(database_name, cypher, parameters)
+        graph = backend.execute_read_query(database_name, definition.cypher, parameters)
        return _serialize_graph(graph, provider_id)

    except graph_database.WriteQueryNotAllowedException:
@@ -171,10 +152,10 @@ def execute_custom_query(
    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
-    # 4. `USING QUERY:TIMEOUTMILLISECONDS` on Neptune - server-side runaway cutoff
+    # 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.
@@ -1,4 +1,3 @@
-import logging
 from math import isfinite
 from uuid import UUID

@@ -6,7 +5,6 @@ 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.db import transaction
 from django.utils import timezone
 from drf_simple_apikey.backends import APIKeyAuthentication as BaseAPIKeyAuth
 from drf_simple_apikey.crypto import get_crypto
@@ -16,16 +14,6 @@ from rest_framework.exceptions import AuthenticationFailed
 from rest_framework.request import Request
 from rest_framework_simplejwt.authentication import JWTAuthentication

-logger = logging.getLogger(__name__)
-
-
-class OrphanedAPIKeyError(Exception):
-    """Raised when an API key outlived the user that owns it.
-
-    Handled by `authenticate`, which commits the revocation written while detecting it
-    and then rejects the request with `AuthenticationFailed`.
-    """
-

 class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
    model = TenantAPIKey
@@ -36,13 +24,10 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
    def _authenticate_credentials(self, request, key):
        """
        Override to use admin connection, bypassing RLS during authentication.
-
-        Returns the validated API key row, locked with `select_for_update`, so callers
-        must run inside `transaction.atomic(using=MainRouter.admin_db)`.
        """
        try:
            payload = self.key_crypto.decrypt(key)
-        except (ValueError, InvalidToken):
+        except ValueError:
            raise AuthenticationFailed("Invalid API Key.")

        if not isinstance(payload, dict):
@@ -67,33 +52,13 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
            raise AuthenticationFailed("API Key has already expired.")

        try:
-            api_key = (
-                self.model.objects.using(MainRouter.admin_db)
-                .select_for_update()
-                .get(id=api_key_pk)
-            )
+            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.")

-        # `entity` is nullable and `on_delete=SET_NULL` leaves the key behind when its
-        # owner is deleted, so a key can outlive its user. Reject it here: further down
-        # the authentication would return `None` as the authenticated user, which blows
-        # up while building the auth dict and surfaces as a 500 instead of a 401.
-        # Revoke it as well, so it stops showing up as active and later attempts fail
-        # the `revoked` check above like any other revoked key.
-        if api_key.entity_id is None:
-            api_key.revoked = True
-            api_key.save(update_fields=["revoked"], using=MainRouter.admin_db)
-            logger.warning(
-                "Revoked orphaned API key: prefix=%s tenant=%s",
-                api_key.prefix,
-                api_key.tenant_id,
-            )
-            raise OrphanedAPIKeyError
-
        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.")
@@ -101,7 +66,7 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
        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
+        return api_key.entity, key

    def authenticate(self, request: Request):
        prefixed_key = self.get_key(request)
@@ -112,34 +77,36 @@ class TenantAPIKeyAuthentication(BaseAPIKeyAuth):
        except ValueError:
            raise AuthenticationFailed("Invalid API Key.")

-        # Validation, the `last_used_at` update and the auth claims all read the same
-        # row, locked until the transaction ends. Looking the key up a second time to
-        # build the claims used to leave a window where a key revoked or orphaned right
-        # after passing validation still authenticated.
-        with transaction.atomic(using=MainRouter.admin_db):
-            try:
-                api_key = self._authenticate_credentials(request, key)
-            except OrphanedAPIKeyError:
-                # Rejected below instead of here: leaving the block normally commits
-                # the revocation `_authenticate_credentials` wrote, while raising from
-                # inside would roll it back.
-                pass
-            else:
-                # The prefix used to be checked by the second lookup
-                if api_key.prefix != prefix:
-                    raise AuthenticationFailed("Invalid API Key.")
+        try:
+            entity, _ = self._authenticate_credentials(request, key)
+        except InvalidToken:
+            raise AuthenticationFailed("Invalid API Key.")

-                api_key.last_used_at = timezone.now()
-                api_key.save(update_fields=["last_used_at"], using=MainRouter.admin_db)
+        # Get the API key instance to update last_used_at and retrieve tenant info
+        # We need to decrypt again to get the pk (already validated by _authenticate_credentials)
+        payload = self.key_crypto.decrypt(key)
+        api_key_pk = payload["_pk"]

-                entity = api_key.entity
-                return entity, {
-                    "tenant_id": str(api_key.tenant_id),
-                    "sub": str(entity.id),
-                    "api_key_prefix": api_key.prefix,
-                }
+        # Convert string UUID back to UUID object for lookup
+        if isinstance(api_key_pk, str):
+            api_key_pk = UUID(api_key_pk)

-        raise AuthenticationFailed("No entity matching this api key.")
+        try:
+            api_key_instance = TenantAPIKey.objects.using(MainRouter.admin_db).get(
+                id=api_key_pk, prefix=prefix
+            )
+        except TenantAPIKey.DoesNotExist:
+            raise AuthenticationFailed("Invalid API Key.")
+
+        # Update last_used_at
+        api_key_instance.last_used_at = timezone.now()
+        api_key_instance.save(update_fields=["last_used_at"], using=MainRouter.admin_db)
+
+        return entity, {
+            "tenant_id": str(api_key_instance.tenant_id),
+            "sub": str(api_key_instance.entity.id),
+            "api_key_prefix": prefix,
+        }


 class CombinedJWTOrAPIKeyAuthentication(BaseAuthentication):
@@ -3,10 +3,9 @@ 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, get_role
+from api.rbac.permissions import HasPermissions
 from django.conf import settings
 from django.db import transaction
-from django.utils.functional import cached_property
 from rest_framework import permissions
 from rest_framework.exceptions import NotAuthenticated
 from rest_framework.filters import SearchFilter
@@ -101,11 +100,6 @@ class BaseRLSViewSet(BaseViewSet):
        context["tenant_id"] = self.request.tenant_id
        return context

-    @cached_property
-    def user_role(self):
-        """Role of the requesting user in the active tenant, resolved once per request."""
-        return get_role(self.request.user, self.request.tenant_id)
-

 class BaseTenantViewset(BaseViewSet):
    def dispatch(self, request, *args, **kwargs):
@@ -1,40 +0,0 @@
-import ast
-import json
-from typing import Any
-
-_UNPARSED = object()
-
-
-def decode_celery_field(value: Any, default: Any) -> Any:
-    """Decode a Celery result field and require JSON-serializable output."""
-    decoded = value
-    for _ in range(2):
-        if not isinstance(decoded, str):
-            break
-
-        text = decoded.strip()
-        if not text:
-            decoded = default
-            break
-
-        parsed = _UNPARSED
-        for parser in (json.loads, ast.literal_eval):
-            try:
-                parsed = parser(text)
-                break
-            except (TypeError, ValueError, SyntaxError):
-                continue
-
-        if parsed is _UNPARSED:
-            raise ValueError("Unable to decode Celery result field")
-        decoded = parsed
-
-    decoded = default if decoded is None else decoded
-    try:
-        json.dumps(decoded, allow_nan=False)
-    except (TypeError, ValueError) as error:
-        raise ValueError(
-            "Decoded Celery result field is not JSON serializable"
-        ) from error
-
-    return decoded
@@ -1,4 +1,3 @@
-from contextlib import contextmanager
 from contextvars import ContextVar

 from django.conf import settings
@@ -6,7 +5,6 @@ from django.conf import settings
 ALLOWED_APPS = ("django", "socialaccount", "account", "authtoken", "silk")

 _read_db_alias = ContextVar("read_db_alias", default=None)
-_write_db_alias = ContextVar("write_db_alias", default=None)


 def set_read_db_alias(alias: str | None):
@@ -24,30 +22,6 @@ def reset_read_db_alias(token) -> None:
        _read_db_alias.reset(token)


-def set_write_db_alias(alias: str | None):
-    if not alias:
-        return None
-    return _write_db_alias.set(alias)
-
-
-def get_write_db_alias() -> str | None:
-    return _write_db_alias.get()
-
-
-def reset_write_db_alias(token) -> None:
-    if token is not None:
-        _write_db_alias.reset(token)
-
-
-@contextmanager
-def write_db_alias(alias: str | None):
-    token = set_write_db_alias(alias)
-    try:
-        yield
-    finally:
-        reset_write_db_alias(token)
-
-
 class MainRouter:
    default_db = "default"
    admin_db = "admin"
@@ -69,9 +43,6 @@ class MainRouter:
        model_table_name = model._meta.db_table
        if any(model_table_name.startswith(f"{app}_") for app in ALLOWED_APPS):
            return self.admin_db
-        write_alias = get_write_db_alias()
-        if write_alias:
-            return write_alias
        return None

    def allow_migrate(self, db, app_label, model_name=None, **hints):  # noqa: F841
@@ -2,7 +2,7 @@ import re
 import secrets
 import time
 import uuid
-from contextlib import ExitStack, contextmanager, nullcontext
+from contextlib import contextmanager
 from datetime import UTC, datetime, timedelta

 from api.db_router import (
@@ -48,140 +48,6 @@ REPLICA_MAX_ATTEMPTS = env.int("POSTGRES_REPLICA_MAX_ATTEMPTS", default=3)
 REPLICA_RETRY_BASE_DELAY = env.float("POSTGRES_REPLICA_RETRY_BASE_DELAY", default=0.5)

 SET_CONFIG_QUERY = "SELECT set_config(%s, %s::text, TRUE);"
-SET_TRANSACTION_READ_ONLY_QUERY = "SET TRANSACTION READ ONLY;"
-
-REPLICA_CONNECTION_SQLSTATE_PREFIXES = ("08",)
-REPLICA_CONNECTION_SQLSTATES = {"57P01", "57P02", "57P03"}
-REPLICA_NON_FAILOVER_SQLSTATES = {"57014", "40001", "40P01"}
-REPLICA_CONNECTION_ERROR_MESSAGES = (
-    "ssl syscall",
-    "eof detected",
-    "server closed the connection",
-    "connection already closed",
-    "connection not open",
-    "could not connect to server",
-    "connection refused",
-    "connection reset",
-    "connection timed out",
-    "lost synchronization",
-    "terminating connection",
-    "database system is starting up",
-    "database system is shutting down",
-    "database system is in recovery mode",
-)
-REPLICA_NON_FAILOVER_ERROR_MESSAGES = (
-    "canceling statement due to user request",
-    "deadlock detected",
-    "could not serialize access",
-)
-
-
-def _iter_exception_chain(error: BaseException):
-    seen = set()
-    pending = [error]
-    while pending:
-        current = pending.pop(0)
-        if current is None or id(current) in seen:
-            continue
-        seen.add(id(current))
-        yield current
-
-        cause = getattr(current, "__cause__", None)
-        context = getattr(current, "__context__", None)
-        if cause is not None:
-            pending.append(cause)
-        if context is not None:
-            pending.append(context)
-        for arg in getattr(current, "args", ()):
-            if isinstance(arg, BaseException):
-                pending.append(arg)
-
-
-def _get_exception_sqlstate(error: BaseException) -> str | None:
-    for attr in ("pgcode", "sqlstate"):
-        sqlstate = getattr(error, attr, None)
-        if sqlstate:
-            return sqlstate
-
-    diag = getattr(error, "diag", None)
-    if diag is not None:
-        sqlstate = getattr(diag, "sqlstate", None)
-        if sqlstate:
-            return sqlstate
-    return None
-
-
-def _is_replica_connection_failure(error: BaseException) -> bool:
-    """
-    Return True only for replica failures where retrying on primary is safe.
-
-    Query cancellations, serialization failures, and deadlocks should surface to
-    callers because replaying them can hide real query or concurrency problems.
-    """
-    messages = []
-    sqlstates = set()
-
-    for chained_error in _iter_exception_chain(error):
-        sqlstate = _get_exception_sqlstate(chained_error)
-        if sqlstate:
-            sqlstates.add(sqlstate)
-        messages.append(str(chained_error).lower())
-
-    if sqlstates & REPLICA_NON_FAILOVER_SQLSTATES:
-        return False
-    if any(
-        sqlstate.startswith(REPLICA_CONNECTION_SQLSTATE_PREFIXES)
-        or sqlstate in REPLICA_CONNECTION_SQLSTATES
-        for sqlstate in sqlstates
-    ):
-        return True
-
-    message = " ".join(messages)
-    if any(marker in message for marker in REPLICA_NON_FAILOVER_ERROR_MESSAGES):
-        return False
-
-    return any(marker in message for marker in REPLICA_CONNECTION_ERROR_MESSAGES)
-
-
-def _strip_leading_sql_comments(sql: str) -> str:
-    if not isinstance(sql, str):
-        return ""
-
-    sql_text = sql.lstrip()
-    while True:
-        if sql_text.startswith("--"):
-            newline_index = sql_text.find("\n")
-            if newline_index == -1:
-                return ""
-            sql_text = sql_text[newline_index + 1 :].lstrip()
-            continue
-
-        if sql_text.startswith("/*"):
-            comment_end_index = sql_text.find("*/", 2)
-            if comment_end_index == -1:
-                return ""
-            sql_text = sql_text[comment_end_index + 2 :].lstrip()
-            continue
-
-        return sql_text
-
-
-def _is_safe_primary_replay(sql: str, many: bool) -> bool:
-    if many:
-        return False
-
-    sql_text = _strip_leading_sql_comments(sql)
-    if not re.match(r"(?is)^SELECT\b", sql_text):
-        return False
-
-    return not any(
-        re.search(pattern, sql_text, re.IGNORECASE | re.DOTALL)
-        for pattern in (
-            r"\bINTO\b",
-            r"\bFOR\s+(?:NO\s+KEY\s+)?UPDATE\b",
-            r"\bFOR\s+(?:KEY\s+)?SHARE\b",
-        )
-    )


@contextmanager
@@ -211,36 +77,14 @@ def rls_transaction(
    retry_on_replica: bool = True,
 ):
    """
-    Context manager that opens an RLS-scoped database transaction.
-
-    Sets a Postgres configuration variable (``set_config``) so that Row-Level
-    Security policies can filter by tenant. When *using* points to a read
-    replica and *retry_on_replica* is True, replica failures are handled in two
-    places:
-
-    1. **Pre-yield** (connection-setup failures): the function retries
-       up to ``REPLICA_MAX_ATTEMPTS`` times on the replica, then falls
-       back to the primary DB.
-    2. **Post-yield** (mid-query failures): an ``execute_wrapper``
-       intercepts connection-level ``OperationalError`` during
-       ``cursor.execute()`` calls and falls back directly to the primary DB
-       for single ``SELECT`` statements. The primary fallback transaction is
-       read-only, and unsafe statements keep raising the original error.
-       The wrapper swaps the inner cursor so ``fetchall()`` / ``fetchone()``
-       read from the new connection transparently.
-
-    Limitation: server-side cursors (``.iterator()``) fetch rows via
-    ``fetchmany()``, which the wrapper does not intercept.  Call sites
-    that iterate large result sets with ``.iterator()`` on the replica
-    should add their own retry logic.
+    Creates a new database transaction setting the given configuration value for Postgres RLS. It validates the
+    if the value is a valid UUID.

    Args:
-        value: Database configuration parameter value (must be a valid UUID).
-        parameter: Database configuration parameter name.
-        using: Optional database alias.  Defaults to the active read
-            alias or Django's default connection.
-        retry_on_replica: Whether replica setup failures can retry and
-            connection-level mid-query failures can fall back to primary.
+        value (str): Database configuration parameter value.
+        parameter (str): Database configuration parameter name, by default is 'api.tenant_id'.
+        using (str | None): Optional database alias to run the transaction against. Defaults to the
+            active read alias (if any) or Django's default connection.
    """
    requested_alias = using or get_read_db_alias()
    db_alias = requested_alias or DEFAULT_DB_ALIAS
@@ -248,121 +92,54 @@ def rls_transaction(
        db_alias = DEFAULT_DB_ALIAS

    alias = db_alias
-    is_replica = bool(READ_REPLICA_ALIAS and alias == READ_REPLICA_ALIAS)
-    can_failover = is_replica and retry_on_replica
-    replica_alias = alias  # captured before the loop mutates alias
-    max_attempts = (REPLICA_MAX_ATTEMPTS + 1) if can_failover else 1
+    is_replica = READ_REPLICA_ALIAS and alias == READ_REPLICA_ALIAS
+    max_attempts = REPLICA_MAX_ATTEMPTS if is_replica and retry_on_replica else 1

-    # State shared between the generator and the _query_failover closure.
-    # The fallback transaction.atomic() is registered into fallback_stack
-    # via enter_context so its __exit__ runs when the outer with-ExitStack
-    # block exits, with the right exc_info. No manual __enter__/__exit__.
-    _fallback = {"succeeded": False, "token": None, "caller_exited_cleanly": False}
+    for attempt in range(1, max_attempts + 1):
+        router_token = None
+        yielded_cursor = False

-    with ExitStack() as fallback_stack:
+        # On final attempt, fallback to primary
+        if attempt == max_attempts and is_replica:
+            logger.warning(
+                f"RLS transaction failed after {attempt - 1} attempts on replica, "
+                f"falling back to primary DB"
+            )
+            alias = DEFAULT_DB_ALIAS

-        def _query_failover(execute, sql, params, many, context):
-            """execute_wrapper: replay failed replica queries on the primary DB."""
-            try:
-                return execute(sql, params, many, context)
-            except OperationalError as err:
-                if not _is_replica_connection_failure(err):
-                    raise
-                if not _is_safe_primary_replay(sql, many):
-                    raise
+        conn = connections[alias]
+        try:
+            if alias != DEFAULT_DB_ALIAS:
+                router_token = set_read_db_alias(alias)

-                try:
-                    connections[replica_alias].close()
-                except Exception:
-                    pass  # Best-effort; connection may already be dead
+            with transaction.atomic(using=alias):
+                with conn.cursor() as cursor:
+                    try:
+                        # just in case the value is a UUID object
+                        uuid.UUID(str(value))
+                    except ValueError:
+                        raise ValidationError("Must be a valid UUID")
+                    cursor.execute(SET_CONFIG_QUERY, [parameter, value])
+                    yielded_cursor = True
+                    yield cursor
+            return
+        except OperationalError as e:
+            if yielded_cursor:
+                raise
+            # If on primary or max attempts reached, raise
+            if not is_replica or attempt == max_attempts:
+                raise

-                logger.warning(
-                    "Mid-query replica connection failure, falling back to primary DB"
-                )
-                primary = connections[DEFAULT_DB_ALIAS]
-                primary.ensure_connection()
-                fallback_stack.enter_context(transaction.atomic(using=DEFAULT_DB_ALIAS))
-
-                fallback_cursor = primary.cursor()
-                fallback_stack.callback(fallback_cursor.close)
-                fallback_cursor.execute(SET_TRANSACTION_READ_ONLY_QUERY)
-                fallback_cursor.execute(SET_CONFIG_QUERY, [parameter, value])
-                _fallback["token"] = set_read_db_alias(DEFAULT_DB_ALIAS)
-
-                fallback_cursor.execute(sql, params)
-
-                context["cursor"].db = primary
-                context["cursor"].cursor = fallback_cursor.cursor
-                _fallback["succeeded"] = True
-                return None
-
-        for attempt in range(1, max_attempts + 1):
-            router_token = None
-            yielded_cursor = False
-
-            # On final attempt, fall back to primary
-            if attempt == max_attempts and can_failover:
-                if attempt > 1:
-                    logger.warning(
-                        f"RLS transaction failed after {attempt - 1} attempts on replica, "
-                        f"falling back to primary DB"
-                    )
-                alias = DEFAULT_DB_ALIAS
-
-            conn = connections[alias]
-            try:
-                if alias != DEFAULT_DB_ALIAS:
-                    router_token = set_read_db_alias(alias)
-
-                with transaction.atomic(using=alias):
-                    with conn.cursor() as cursor:
-                        try:
-                            uuid.UUID(str(value))
-                        except ValueError:
-                            raise ValidationError("Must be a valid UUID")
-                        cursor.execute(SET_CONFIG_QUERY, [parameter, value])
-
-                        wrapper_cm = (
-                            conn.execute_wrapper(_query_failover)
-                            if can_failover and alias == replica_alias
-                            else nullcontext()
-                        )
-                        with wrapper_cm:
-                            yielded_cursor = True
-                            yield cursor
-                            _fallback["caller_exited_cleanly"] = True
-                return
-            except OperationalError as e:
-                if yielded_cursor:
-                    if _fallback["succeeded"] and _fallback["caller_exited_cleanly"]:
-                        # Caller's queries succeeded on primary via failover.
-                        # This error is transaction.atomic() cleanup on the
-                        # dead replica connection, suppress it.
-                        return
-                    raise
-
-                if not can_failover or attempt == max_attempts:
-                    raise
-
-                try:
-                    connections[alias].close()
-                except Exception:
-                    pass  # Best-effort; connection may already be dead
-
-                # Retry with exponential backoff
-                delay = REPLICA_RETRY_BASE_DELAY * (2 ** (attempt - 1))
-                logger.info(
-                    f"RLS transaction failed on replica (attempt {attempt}/{max_attempts}), "
-                    f"retrying in {delay}s. Error: {e}"
-                )
-                time.sleep(delay)
-            finally:
-                if _fallback["token"] is not None:
-                    reset_read_db_alias(_fallback["token"])
-                    _fallback["token"] = None
-
-                if router_token is not None:
-                    reset_read_db_alias(router_token)
+            # Retry with exponential backoff
+            delay = REPLICA_RETRY_BASE_DELAY * (2 ** (attempt - 1))
+            logger.info(
+                f"RLS transaction failed on replica (attempt {attempt}/{max_attempts}), "
+                f"retrying in {delay}s. Error: {e}"
+            )
+            time.sleep(delay)
+        finally:
+            if router_token is not None:
+                reset_read_db_alias(router_token)


 class CustomUserManager(BaseUserManager):
@@ -1,13 +1,12 @@
 import uuid
 from functools import wraps

-from api.attack_paths.database import GraphDatabaseQueryException
 from api.db_router import READ_REPLICA_ALIAS
 from api.db_utils import POSTGRES_TENANT_VAR, SET_CONFIG_QUERY, rls_transaction
 from api.exceptions import ProviderDeletedException
-from api.models import Membership, Provider, Scan, Tenant
+from api.models import Provider, Scan
 from django.core.exceptions import ObjectDoesNotExist
-from django.db import DEFAULT_DB_ALIAS, DatabaseError, connection, transaction
+from django.db import DatabaseError, connection, transaction
 from rest_framework_json_api.serializers import ValidationError


@@ -76,11 +75,9 @@ def handle_provider_deletion(func):
    """
    Decorator that raises `ProviderDeletedException` if provider was deleted during execution.

-    Catches `ObjectDoesNotExist`, `DatabaseError` (including `IntegrityError`), and
-    `GraphDatabaseQueryException`, checks if provider still exists, and raises
-    `ProviderDeletedException` if not. Graph database errors also check whether the
-    tenant still exists and has memberships. Otherwise, re-raises the original
-    exception.
+    Catches `ObjectDoesNotExist` and `DatabaseError` (including `IntegrityError`), checks if
+    provider still exists, and raises `ProviderDeletedException` if not. Otherwise,
+    re-raises original exception.

    Requires `tenant_id` and `provider_id` in kwargs.

@@ -95,16 +92,11 @@ def handle_provider_deletion(func):
    def wrapper(*args, **kwargs):
        try:
            return func(*args, **kwargs)
-        except (ObjectDoesNotExist, DatabaseError, GraphDatabaseQueryException) as exc:
+        except (ObjectDoesNotExist, DatabaseError):
            tenant_id = kwargs.get("tenant_id")
            provider_id = kwargs.get("provider_id")
-            database_alias = (
-                DEFAULT_DB_ALIAS
-                if isinstance(exc, GraphDatabaseQueryException)
-                else READ_REPLICA_ALIAS
-            )

-            with rls_transaction(tenant_id, using=database_alias):
+            with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
                if provider_id is None:
                    scan_id = kwargs.get("scan_id")
                    if scan_id is None:
@@ -121,13 +113,6 @@ def handle_provider_deletion(func):
                    raise ProviderDeletedException(
                        f"Provider '{provider_id}' was deleted during the scan"
                    ) from None
-                if isinstance(exc, GraphDatabaseQueryException) and (
-                    not Tenant.objects.filter(pk=tenant_id).exists()
-                    or not Membership.objects.filter(tenant_id=tenant_id).exists()
-                ):
-                    raise ProviderDeletedException(
-                        f"Tenant '{tenant_id}' was deleted during the scan"
-                    ) from None
            raise

    return wrapper
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Prowler Botandprowler-bot	7345e051cf	chore(changelog): v5.33.1 (#11947 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-07-10 14:49:59 +02:00
Prowler BotandPepe Fagoaga	c2b0135e35	chore(security): allow internal endpoints for Lighthouse AI OpenAI compatible (#11942 ) Co-authored-by: Pepe Fagoaga <pepe@prowler.com>	2026-07-10 13:34:12 +02:00
Prowler Bot Adrián Peña Josema Camacho	1c4d8e3e75	fix(api): harden Lighthouse provider base URLs (#11940 ) Co-authored-by: Adrián Peña <adrianjpr@gmail.com> Co-authored-by: Josema Camacho <josema@prowler.com>	2026-07-10 11:55:02 +02:00
Prowler BotandJosema Camacho	b3562a800f	fix(api): make AWS Attack Paths query aggregation Neo4j compatible (#11939 ) Co-authored-by: Josema Camacho <josema@prowler.com>	2026-07-10 11:28:44 +02:00
Prowler BotandHugo Pereira Brito	cea4244db8	fix(jira): surface dispatch failures (#11925 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>	2026-07-09 16:43:27 +01:00
Prowler BotandHugo Pereira Brito	52f2da90f6	fix(azure): warn on optional function app permission failures (#11926 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>	2026-07-09 16:34:32 +01:00
Prowler BotandPedro Martín	d1d6825159	fix(ui): handle level 1 requirements for M365 CIS (#11924 ) Co-authored-by: Pedro Martín <pedromarting3@gmail.com>	2026-07-09 17:07:09 +02:00
Prowler Bot Narahari Raghava Daniel Barranquero	548dd0f35a	fix(aws): check statement Effect instead of policy Statement in SCP a… (#11915 ) Co-authored-by: Narahari Raghava <70995755+NarahariRaghava@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-07-09 11:28:15 +02:00
Prowler BotandAdrián Peña	c11fdb9d6d	fix(api): invalidate tokens after password updates (#11914 ) Co-authored-by: Adrián Peña <adrianjpr@gmail.com>	2026-07-09 11:08:56 +02:00
Prowler BotandHugo Pereira Brito	9f3a0534a8	fix(dms): lazy load ec2 for public access check (#11902 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>	2026-07-08 16:55:52 +01:00
Prowler BotandHugo Pereira Brito	44b7afdb25	fix(aws): avoid full ec2 inventory in dlm check (#11900 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>	2026-07-08 16:16:32 +01:00
Prowler BotandHugo Pereira Brito	fd19a9a048	fix(sdk): limit ECS task definitions by registration date (#11891 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com>	2026-07-08 13:19:55 +01:00
Prowler Bot Hugo Pereira Brito Pablo F.G	1da1da54d1	fix(ui): clarify Unlimited Visibility in RBAC forms (#11890 ) Co-authored-by: Hugo Pereira Brito <101209179+HugoPBrito@users.noreply.github.com> Co-authored-by: Pablo F.G <pablo.fernandez@prowler.com>	2026-07-08 13:01:02 +01:00
Adrián Peña	c123dc3788	chore(changelog): remove backport workflow fragment (#11887 )	2026-07-08 11:43:42 +02:00
Prowler BotandAdrián Peña	3517cb331a	feat: add changelog fragments workflow (#11886 ) Co-authored-by: Adrián Peña <adrianjpr@gmail.com>	2026-07-08 11:22:29 +02:00
Prowler Botandprowler-bot	fa365eb106	chore(release): Bump versions to v5.33.1 (#11873 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-07-07 18:23:06 +02:00
Prowler Botandprowler-bot	4526b91d3b	chore(api): Update prowler dependency to v5.33 for release 5.33.0 (#11871 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-07-07 16:41:18 +02:00
				`@@ -1 +0,0 @@`
				`/api/v1/accounts/saml/{organization_slug}/acs/` rejects non-POST requests before SAML response processing
				`@@ -1 +0,0 @@`
				`Tenant deletion no longer leaves memberships partially removed when exclusive-user cleanup fails`
				`@@ -1 +0,0 @@`
				`GET /api/v1/users/me` membership relationships identify the active tenant with `meta.active` for JWT and API key authentication