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

Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>

.env

@@ -110,11 +110,27 @@ DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY=""
 DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN=""
 
 # The AWS region where your S3 bucket is located (e.g., "us-east-1")
+# Required if the bucket uses SSE-KMS: download URLs are then signed with SigV4, which
+# is scoped to this region, so it must match the bucket's
 DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION=""
 
 # The name of the S3 bucket where scan output should be stored
 DJANGO_OUTPUT_S3_AWS_OUTPUT_BUCKET=""
 
+# The storage endpoint the API and Celery workers use to upload and list scan output
+# (e.g. "http://minio:9000"). Leave empty on AWS S3. Set it when scan output is stored on
+# S3-compatible object storage such as MinIO instead of real S3.
+# If set without DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL below, report download URLs are
+# signed against this internal host, and a browser outside the container network cannot open them.
+DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL=""
+
+# The storage address the browser can reach, used only to sign report download URLs
+# (e.g. "https://storage.example.com"). Leave empty on AWS S3. Set it when storage is
+# only reachable inside the container network, such as MinIO on "http://minio:9000".
+# The reverse proxy in front of it must forward the Host header unchanged: SigV4 signs
+# Host, so rewriting it to the internal name invalidates the signature.
+DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL=""
+
 # Django settings
 DJANGO_ALLOWED_HOSTS=localhost,127.0.0.1,prowler-api
 DJANGO_BIND_ADDRESS=0.0.0.0
@@ -158,7 +174,7 @@ SENTRY_RELEASE=local
 # REO_DEV_CLIENT_ID=
 
 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.37.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.44.0
 
 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"

.github/CODEOWNERS

@@ -1,23 +1,23 @@
 # SDK
-/* @prowler-cloud/detection-remediation
-/prowler/ @prowler-cloud/detection-remediation
-/tests/ @prowler-cloud/detection-remediation
-/dashboard/ @prowler-cloud/detection-remediation
-/docs/ @prowler-cloud/detection-remediation
-/examples/ @prowler-cloud/detection-remediation
-/util/ @prowler-cloud/detection-remediation
-/contrib/ @prowler-cloud/detection-remediation
-/permissions/ @prowler-cloud/detection-remediation
-/codecov.yml @prowler-cloud/detection-remediation @prowler-cloud/api
+/* @prowler-cloud/engineering
+/prowler/ @prowler-cloud/engineering
+/tests/ @prowler-cloud/engineering
+/dashboard/ @prowler-cloud/engineering
+/docs/ @prowler-cloud/engineering
+/examples/ @prowler-cloud/engineering
+/util/ @prowler-cloud/engineering
+/contrib/ @prowler-cloud/engineering
+/permissions/ @prowler-cloud/engineering
+/codecov.yml @prowler-cloud/engineering
 
 # API
-/api/ @prowler-cloud/api
+/api/ @prowler-cloud/engineering
 
 # UI
-/ui/ @prowler-cloud/ui
+/ui/ @prowler-cloud/engineering
 
 # AI
-/mcp_server/ @prowler-cloud/detection-remediation
+/mcp_server/ @prowler-cloud/engineering
 
 # Platform
 /.github/ @prowler-cloud/platform

.github/actionlint.yaml

@@ -0,0 +1,6 @@
+# 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:
+      - '.*'

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

@@ -0,0 +1,179 @@
+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@3599b3baa15b485a2e49ef411a7a4bb2452e7f93 # v3.30.5
+      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 }}

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

@@ -46,6 +46,17 @@ runs:
       env:
         GITHUB_TOKEN: ${{ github.token }}
       run: |
+        if grep -q "prowler-cloud/prowler" uv.lock; then
+          :
+        else
+          status=$?
+          if [ "$status" -ne 1 ]; then
+            echo "::error::grep failed reading uv.lock (exit code $status)."
+            exit "$status"
+          fi
+          echo "No prowler-cloud/prowler entry in uv.lock, nothing to update."
+          exit 0
+        fi
         LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
           -H "Authorization: Bearer ${GITHUB_TOKEN}" \
           -H "Accept: application/vnd.github+json" \
@@ -66,6 +77,17 @@ runs:
       env:
         GITHUB_TOKEN: ${{ github.token }}
       run: |
+        if grep -q "prowler-cloud/prowler" uv.lock; then
+          :
+        else
+          status=$?
+          if [ "$status" -ne 1 ]; then
+            echo "::error::grep failed reading uv.lock (exit code $status)."
+            exit "$status"
+          fi
+          echo "No prowler-cloud/prowler entry in uv.lock, nothing to update."
+          exit 0
+        fi
         LATEST_COMMIT=$(curl -sf --retry 3 --retry-all-errors --retry-delay 2 --retry-max-time 60 \
           -H "Authorization: Bearer ${GITHUB_TOKEN}" \
           -H "Accept: application/vnd.github+json" \

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

@@ -14,10 +14,10 @@ inputs:
     description: 'Severities to scan for (comma-separated)'
     required: false
     default: 'CRITICAL,HIGH,MEDIUM,LOW'
-  fail-on-critical:
-    description: 'Fail the build if critical vulnerabilities are found'
+  fail-on-severity:
+    description: 'Fail the build on findings at this severity or above: critical, high, or none'
     required: false
-    default: 'false'
+    default: 'high'
   upload-sarif:
     description: 'Upload results to GitHub Security tab'
     required: false
@@ -62,8 +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: 'v0.71.2'
+        version: 'v0.74.0'
+      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
+      env:
+        TRIVY_IGNOREFILE: '.trivyignore.yaml'
 
     - name: Run Trivy vulnerability scan (SARIF)
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'
@@ -75,8 +79,12 @@ 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: 'v0.71.2'
+        version: 'v0.74.0'
+      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
+      env:
+        TRIVY_IGNOREFILE: '.trivyignore.yaml'
 
     - name: Upload Trivy results to GitHub Security tab
       if: inputs.upload-sarif == 'true' && github.event_name == 'push'
@@ -163,13 +171,28 @@ runs:
             console.log('✅ Created new Trivy scan comment');
           }
 
-    - name: Check for critical vulnerabilities
-      if: inputs.fail-on-critical == 'true' && steps.security-check.outputs.critical != '0'
+    - name: Check for blocking vulnerabilities
+      if: inputs.fail-on-severity != 'none'
       shell: bash
       run: |
-        echo "::error::Found ${STEPS_SECURITY_CHECK_OUTPUTS_CRITICAL} critical vulnerabilities"
-        echo "::warning::Please update packages or use a different base image"
-        exit 1
+        if [ "$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, $HIGH high)"
+          echo "::warning::Update the package, or add it to .trivyignore.yaml with a reason if nothing can be done"
+          jq -r --argjson severities "$SEVERITIES" \
+            '.Results[]?.Vulnerabilities[]? | select(.Severity | IN($severities[]))
+             | "  \(.Severity)\t\(.VulnerabilityID)\t\(.PkgName) \(.InstalledVersion)"' \
+            trivy-report.json | sort -u
+          exit 1
+        fi
       env:
-        STEPS_SECURITY_CHECK_OUTPUTS_CRITICAL: ${{ steps.security-check.outputs.critical }}
+        CUTOFF: ${{ inputs.fail-on-severity }}
+        CRITICAL: ${{ steps.security-check.outputs.critical }}
+        HIGH: ${{ steps.security-check.outputs.high }}

.github/agents/issue-triage.md

@@ -199,7 +199,7 @@ You MUST structure your response using this EXACT format. Do NOT include anythin
 
 ### For Check Logic Bug
 
-```
+```markdown
 ### AI Assessment [Experimental]: Check Logic Bug
 
 **Component**: {component from issue template}
@@ -297,7 +297,7 @@ Write tests FIRST (TDD). The skills contain all testing conventions and patterns
 
 ### For Bug (non-check)
 
-```
+```markdown
 ### AI Assessment [Experimental]: Bug
 
 **Component**: {CLI/SDK | API | UI | Dashboard | MCP Server | Other}
@@ -378,7 +378,7 @@ Write tests FIRST (TDD). The skills contain all testing conventions and patterns
 
 ### For Already Fixed
 
-```
+```markdown
 ### AI Assessment [Experimental]: Already Fixed
 
 **Component**: {component}
@@ -401,7 +401,7 @@ Upgrade to the latest version. Close the issue as resolved.
 
 ### For Feature Request
 
-```
+```markdown
 ### AI Assessment [Experimental]: Feature Request
 
 **Component**: {component}
@@ -419,7 +419,7 @@ Upgrade to the latest version. Close the issue as resolved.
 
 ### For Not a Bug
 
-```
+```markdown
 ### AI Assessment [Experimental]: Not a Bug
 
 **Component**: {component}
@@ -440,7 +440,7 @@ Upgrade to the latest version. Close the issue as resolved.
 
 ### For Needs More Information
 
-```
+```markdown
 ### AI Assessment [Experimental]: Needs More Information
 
 **Component**: {component or "Unknown"}

.github/labeler.yml

@@ -52,6 +52,16 @@ provider/alibabacloud:
       - any-glob-to-any-file: "prowler/providers/alibabacloud/**"
       - any-glob-to-any-file: "tests/providers/alibabacloud/**"
 
+provider/huaweicloud:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/huaweicloud/**"
+      - any-glob-to-any-file: "tests/providers/huaweicloud/**"
+
+provider/image:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/image/**"
+      - any-glob-to-any-file: "tests/providers/image/**"
+
 provider/cloudflare:
   - changed-files:
       - any-glob-to-any-file: "prowler/providers/cloudflare/**"
@@ -82,6 +92,11 @@ provider/linode:
       - any-glob-to-any-file: "prowler/providers/linode/**"
       - any-glob-to-any-file: "tests/providers/linode/**"
 
+provider/stackit:
+  - changed-files:
+      - any-glob-to-any-file: "prowler/providers/stackit/**"
+      - any-glob-to-any-file: "tests/providers/stackit/**"
+
 github_actions:
   - changed-files:
       - any-glob-to-any-file: ".github/workflows/*"

.github/scripts/grype-pr-comment.js

@@ -0,0 +1,100 @@
+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;

.github/scripts/slack-messages/README.md

@@ -8,11 +8,11 @@ These JSON templates are used with the `slackapi/slack-github-action` using the
 
 ### Available Templates
 
-**Container Releases**
+#### Container Releases
 - `container-release-started.json`: Simple one-line notification when container push starts
 - `container-release-completed.json`: Simple one-line notification when container release completes
 
-**Deployments**
+#### Deployments
 - `deployment-started.json`: Deployment start notification with Block Kit formatting
 - `deployment-completed.json`: Deployment completion notification (updates the start message)
 
@@ -416,17 +416,17 @@ For deployments that start with one message and update it with the final status:
 ### Container Release (Simple One-Line)
 
 **Start message:**
-```
+```text
 API container release 4.5.0 push started... View run
 ```
 
 **Completion message (success):**
-```
+```text
 [✓] API container release 4.5.0 push completed successfully! View run
 ```
 
 **Completion message (failure):**
-```
+```text
 [✗] API container release 4.5.0 push failed View run
 ```
 

.github/test-impact.yml

@@ -451,6 +451,17 @@ modules:
     e2e:
       - ui/tests/home/**
 
+  - name: ui-registry
+    match:
+      - ui/actions/registry/**
+      - ui/app/**/registry/**
+      - ui/components/registry/**
+      - ui/lib/registry/**
+      - ui/tests/registry/**
+    tests: []
+    e2e:
+      - ui/tests/registry/**
+
   - name: ui-shadcn
     match:
       - ui/components/shadcn/**

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

@@ -42,6 +42,7 @@ 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:
@@ -52,7 +53,9 @@ jobs:
 
       - name: Calculate short SHA
         id: set-short-sha
-        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+        run: |
+          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
+          echo "created=$(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')
@@ -159,9 +162,20 @@ jobs:
         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 }}
 
@@ -179,12 +193,12 @@ jobs:
         with:
           egress-policy: block
           allowed-endpoints: >
-            github.com:443
-            release-assets.githubusercontent.com:443
-            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
+            release-assets.githubusercontent.com:443
       - name: Login to DockerHub
         uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
         with:
@@ -196,9 +210,9 @@ 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 +220,10 @@ 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 }}
 
@@ -249,9 +263,9 @@ 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 }}

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

@@ -81,6 +81,10 @@ 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
@@ -107,7 +111,11 @@ jobs:
         with:
           files: |
             api/**
+            .trivyignore.yaml
             .github/actions/trivy-scan/**
+            .github/actions/grype-scan/**
+            .grype.yaml
+            .github/scripts/grype-pr-comment.js
           files_ignore: |
             api/docs/**
             api/README.md
@@ -145,5 +153,13 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'true'
-          severity: 'CRITICAL'
+          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'

.github/workflows/backport.yml

@@ -39,7 +39,7 @@ jobs:
 
       - name: Check labels
         id: label_check
-        uses: agilepathway/label-checker@c3d16ad512e7cea5961df85ff2486bb774caf3c5 # v1.6.65
+        uses: agilepathway/label-checker@c324842522fbd012e4f590afe3b4e591301322ed # v1.6.66
         with:
           allow_failure: true
           prefix_mode: true

.github/workflows/ci-actionlint.yml

@@ -0,0 +1,63 @@
+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

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

@@ -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'

.github/workflows/compile-changelogs.yml

@@ -61,6 +61,7 @@ jobs:
             api.github.com:443
             github.com:443
             objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
             pypi.org:443
             files.pythonhosted.org:443
 

.github/workflows/dockerhub-descriptions.yml

@@ -0,0 +1,92 @@
+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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        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 }}

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

@@ -50,7 +50,7 @@ jobs:
           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 }}

.github/workflows/labeler.yml

@@ -85,10 +85,10 @@ 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
 

.github/workflows/markdown-lint.yml

@@ -55,6 +55,10 @@ jobs:
         # Pin must match .pre-commit-config.yaml so prek and CI behave identically.
         # pnpm dlx doesn't accept --ignore-scripts as a flag; the env var
         # disables postinstall scripts on transitives the same way.
+        #
+        # Files come from `git ls-files` because markdownlint doesn't traverse
+        # dot-directories, so `.github/**/*.md` went unlinted.
+        # `.markdownlintignore` still applies to the listed paths.
         env:
           pnpm_config_ignore_scripts: 'true'
-        run: pnpm dlx markdownlint-cli@0.45.0 '**/*.md'
+        run: git ls-files -z '*.md' | xargs -0 -r pnpm dlx markdownlint-cli@0.45.0 --

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

@@ -41,6 +41,7 @@ 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:
@@ -51,7 +52,9 @@ jobs:
 
       - name: Calculate short SHA
         id: set-short-sha
-        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+        run: |
+          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
+          echo "created=$(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')
@@ -110,15 +113,17 @@ jobs:
         with:
           egress-policy: block
           allowed-endpoints: >
-            github.com:443
-            registry-1.docker.io:443
             auth.docker.io:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
+            files.pythonhosted.org:443
+            ghcr.io:443
+            github.com:443
+            pkg-containers.githubusercontent.com: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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -141,17 +146,20 @@ jobs:
         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 Server
+            org.opencontainers.image.title=Prowler MCP
             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=${{ github.event_name == 'release' && github.event.release.published_at || github.event.head_commit.timestamp }}
-            ${{ github.event_name == 'release' && format('org.opencontainers.image.version={0}', env.RELEASE_TAG) || '' }}
+            org.opencontainers.image.created=${{ 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 }}
 
@@ -169,11 +177,11 @@ jobs:
         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
-            github.com:443
+            registry-1.docker.io:443
             release-assets.githubusercontent.com:443
 
       - name: Login to DockerHub
@@ -187,9 +195,9 @@ 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 }}
 
@@ -197,10 +205,10 @@ 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 }}
 
@@ -240,9 +248,9 @@ 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 }}

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

@@ -81,12 +81,17 @@ jobs:
             pkg-containers.githubusercontent.com:443
             files.pythonhosted.org:443
             pypi.org:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
             api.github.com:443
             mirror.gcr.io:443
             check.trivy.dev:443
             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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -100,7 +105,11 @@ jobs:
         with:
           files: |
             mcp_server/**
+            .trivyignore.yaml
             .github/actions/trivy-scan/**
+            .github/actions/grype-scan/**
+            .grype.yaml
+            .github/scripts/grype-pr-comment.js
           files_ignore: |
             mcp_server/README.md
             mcp_server/CHANGELOG.md
@@ -127,5 +136,13 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'true'
-          severity: 'CRITICAL'
+          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'

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

@@ -113,7 +113,7 @@ jobs:
 
       - name: Publish prowler-mcp package to PyPI
         if: steps.pypi-check.outputs.skip != 'true'
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
         with:
           packages-dir: ${{ env.WORKING_DIRECTORY }}/dist/
           print-hash: true

.github/workflows/mcp-tests.yml

@@ -0,0 +1,99 @@
+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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          # zizmor: ignore[artipacked]
+          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
+
+      - name: Check for MCP 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@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+        with:
+          flags: mcp

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

@@ -35,6 +35,7 @@ jobs:
             api.github.com:443
             github.com:443
             objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
             pypi.org:443
             files.pythonhosted.org:443
 
@@ -129,7 +130,6 @@ 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')
 

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

@@ -111,7 +111,7 @@ jobs:
             done
 
             if [ -n "$found_in" ]; then
-              found_in=$(echo "$found_in" | sed 's/, $//')
+              found_in="${found_in%, }"
               MAPPED="${MAPPED}- \`${check_id}\` (\`${provider}\`): ${found_in}"$'\n'
             else
               UNMAPPED="${UNMAPPED}- \`${check_id}\` (\`${provider}\`)"$'\n'

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

@@ -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:

.github/workflows/pr-merged.yml

@@ -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 }}
 
@@ -46,6 +46,7 @@ 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 }}",
@@ -54,8 +55,8 @@ 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_BASE_BRANCH": ${{ toJson(github.event.pull_request.base.ref) }},
-              "PROWLER_PR_HEAD_BRANCH": ${{ toJson(github.event.pull_request.head.ref) }}
+              "PROWLER_PR_STACK_NUMBER": "${{ 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 }}"
             }

.github/workflows/prepare-release.yml

@@ -36,7 +36,7 @@ jobs:
 
     - name: Enable release freeze
       env:
-        GH_TOKEN: ${{ github.token }}
+        GH_TOKEN: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
       run: |
         gh variable set RELEASE_FREEZE --body true --repo "${GITHUB_REPOSITORY}"
 
@@ -77,7 +77,7 @@ 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: '$PROWLER_VERSION' (must be N.N.N)" >&2
           exit 1
@@ -107,7 +107,8 @@ jobs:
           if [ -f "$changelog_file" ]; then
             # Extract version that matches this Prowler release
             # Format: ## [version] (Prowler X.Y.Z) or ## [vversion] (Prowler vX.Y.Z)
-            local version=$(grep '^## \[' "$changelog_file" | grep "(Prowler v\?${prowler_version})" | head -1 | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
+            local version
+            version=$(grep '^## \[' "$changelog_file" | grep "(Prowler v\?${prowler_version})" | head -1 | sed 's/^## \[\(.*\)\].*/\1/' | sed 's/^v//' | tr -d '[:space:]')
             echo "$version"
           else
             echo ""
@@ -178,55 +179,55 @@ 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
@@ -389,3 +390,4 @@ jobs:
       if: always()
       run: |
         rm -f prowler_changelog.md api_changelog.md ui_changelog.md mcp_changelog.md combined_changelog.md
+

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

@@ -54,6 +54,7 @@ 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:
@@ -64,9 +65,9 @@ jobs:
         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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -86,6 +87,7 @@ 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')
@@ -146,24 +148,24 @@ jobs:
         with:
           egress-policy: block
           allowed-endpoints: >
+            _http._tcp.deb.debian.org:443
+            aka.ms:443
             api.ecr-public.us-east-1.amazonaws.com:443
-            public.ecr.aws:443
-            sts.amazonaws.com:443
-            sts.us-east-1.amazonaws.com:443
-            registry-1.docker.io:443
+            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
-            auth.docker.io:443
-            debian.map.fastlydns.net:80
-            github.com:443
-            release-assets.githubusercontent.com:443
+            public.ecr.aws:443
             pypi.org:443
-            files.pythonhosted.org:443
+            registry-1.docker.io:443
+            release-assets.githubusercontent.com:443
+            sts.amazonaws.com:443
+            sts.us-east-1.amazonaws.com: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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -198,9 +200,20 @@ jobs:
           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 }}
 
@@ -219,14 +232,14 @@ jobs:
         with:
           egress-policy: block
           allowed-endpoints: >
-            registry-1.docker.io:443
+            api.ecr-public.us-east-1.amazonaws.com:443
             auth.docker.io:443
-            public.ecr.aws:443
+            github.com:443
             production.cloudflare.docker.com:443
             production.cloudfront.docker.com:443
-            github.com:443
+            public.ecr.aws:443
+            registry-1.docker.io: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
 
@@ -252,10 +265,10 @@ 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 }}
 
@@ -263,12 +276,12 @@ 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 }}
@@ -293,7 +306,7 @@ 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:
@@ -343,9 +356,9 @@ 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 }}

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

@@ -10,6 +10,7 @@ on:
       - 'Dockerfile*'
       - 'pyproject.toml'
       - 'uv.lock'
+      - '.trivyignore.yaml'
       - '.github/workflows/sdk-container-checks.yml'
   pull_request:
     branches:
@@ -83,6 +84,10 @@ 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
@@ -112,8 +117,12 @@ jobs:
             Dockerfile*
             pyproject.toml
             uv.lock
+            .trivyignore.yaml
             .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/**
@@ -140,5 +149,13 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'true'
-          severity: 'CRITICAL'
+          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'

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

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

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

@@ -84,8 +84,18 @@ jobs:
       - name: Build Prowler package
         run: uv build
 
+      - name: Verify the wheel installs with pip
+        # Same check as "SDK: Package Checks", repeated on the exact artifact about to be
+        # published. Plain pip, --isolated, from outside the repo: an unsatisfiable
+        # Requires-Dist fails here instead of on users' machines (5.38.0 shipped one).
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir --dry-run "${GITHUB_WORKSPACE}"/dist/*.whl
+
       - name: Publish Prowler package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
         with:
           print-hash: true
 
@@ -128,7 +138,17 @@ jobs:
       - name: Build prowler-cloud package
         run: uv build
 
+      - name: Verify the wheel installs with pip
+        # Same check as "SDK: Package Checks", repeated on the exact artifact about to be
+        # published. Plain pip, --isolated, from outside the repo: an unsatisfiable
+        # Requires-Dist fails here instead of on users' machines (5.38.0 shipped one).
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir --dry-run "${GITHUB_WORKSPACE}"/dist/*.whl
+
       - name: Publish prowler-cloud package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
         with:
           print-hash: true

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

@@ -44,7 +44,10 @@ jobs:
           cache: 'pip'
 
       - name: Install dependencies
-        run: pip install boto3
+        # Pinned to the versions in pyproject.toml: the ISO partitions region
+        # data comes from the endpoints.json bundled with botocore, so the
+        # botocore version is itself a data source and must be deterministic
+        run: pip install boto3==1.40.61 botocore==1.40.61
 
       - name: Configure AWS credentials
         uses: aws-actions/configure-aws-credentials@d979d5b3a71173a29b74b5b88418bfda9437d885 # v6.1.1

.github/workflows/sdk-tests.yml

@@ -216,7 +216,8 @@ jobs:
           elif [ -z "${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}" ]; then
             echo "No AWS service paths detected; skipping AWS tests."
           else
-            uv run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml ${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}
+            read -ra service_paths <<< "${STEPS_AWS_SERVICES_OUTPUTS_SERVICE_PATHS}"
+            uv run pytest -n auto --cov=./prowler/providers/aws --cov-report=xml:aws_coverage.xml "${service_paths[@]}"
           fi
         env:
           STEPS_AWS_SERVICES_OUTPUTS_RUN_ALL: ${{ steps.aws-services.outputs.run_all }}

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

@@ -57,6 +57,7 @@ jobs:
           egress-policy: block
           allowed-endpoints: >
             github.com:443
+            release-assets.githubusercontent.com:443
             pypi.org:443
             files.pythonhosted.org:443
 
@@ -84,7 +85,8 @@ jobs:
           echo "Changed files:"
           echo "${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}" | tr ' ' '\n'
           echo ""
-          python .github/scripts/test-impact.py ${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}
+          read -ra changed <<< "${STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES}"
+          python .github/scripts/test-impact.py "${changed[@]}"
         env:
           STEPS_CHANGED_FILES_OUTPUTS_ALL_CHANGED_FILES: ${{ steps.changed-files.outputs.all_changed_files }}
 
@@ -92,21 +94,21 @@ 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 }}
@@ -115,22 +117,22 @@ 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:

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

@@ -41,17 +41,20 @@ 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 the runner (Audit all outbound calls)
+      - name: Harden Runner
         uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
         with:
-          egress-policy: audit
+          egress-policy: block
 
       - name: Calculate short SHA
         id: set-short-sha
-        run: echo "short-sha=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
+        run: |
+          echo "short-sha=${GITHUB_SHA::7}" >> "${GITHUB_OUTPUT}"
+          echo "created=$(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')
@@ -111,15 +114,15 @@ jobs:
         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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -144,9 +147,20 @@ jobs:
           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 }}
 
@@ -164,12 +178,12 @@ jobs:
         with:
           egress-policy: block
           allowed-endpoints: >
-            github.com:443
-            release-assets.githubusercontent.com:443
-            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
+            release-assets.githubusercontent.com:443
 
       - name: Login to DockerHub
         uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4.1.0
@@ -182,9 +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 }}
 
@@ -192,10 +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 }}
 
@@ -235,9 +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 }}

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

@@ -88,6 +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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -101,7 +104,11 @@ jobs:
         with:
           files: |
             ui/**
+            .trivyignore.yaml
             .github/actions/trivy-scan/**
+            .github/actions/grype-scan/**
+            .grype.yaml
+            .github/scripts/grype-pr-comment.js
           files_ignore: |
             ui/CHANGELOG.md
             ui/changelog.d/**
@@ -132,5 +139,13 @@ jobs:
         with:
           image-name: ${{ env.IMAGE_NAME }}
           image-tag: ${{ github.sha }}
-          fail-on-critical: 'true'
-          severity: 'CRITICAL'
+          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'

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

@@ -10,12 +10,13 @@ on:
       - master
       - "v5.*"
     paths:
-      - '.github/workflows/ui-e2e-tests-v2.yml'
-      - '.github/test-impact.yml'
-      - 'ui/**'
-      - 'api/**'  # API changes can affect UI E2E
-      - '!ui/CHANGELOG.md'
-      - '!api/CHANGELOG.md'
+      - ".github/workflows/ui-e2e-tests-v2.yml"
+      - ".github/workflows/test-impact-analysis.yml"
+      - ".github/test-impact.yml"
+      - "ui/**"
+      - "api/**" # API changes can affect UI E2E
+      - "!ui/CHANGELOG.md"
+      - "!api/CHANGELOG.md"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -40,11 +41,11 @@ jobs:
       (needs.impact-analysis.outputs.has-ui-e2e == 'true' || needs.impact-analysis.outputs.run-all == 'true')
     runs-on: ubuntu-latest
     env:
-      AUTH_SECRET: 'fallback-ci-secret-for-testing'
+      AUTH_SECRET: "fallback-ci-secret-for-testing"
       AUTH_TRUST_HOST: true
-      NEXTAUTH_URL: 'http://localhost:3000'
-      AUTH_URL: 'http://localhost:3000'
-      UI_API_BASE_URL: 'http://localhost:8080/api/v1'
+      NEXTAUTH_URL: "http://localhost:3000"
+      AUTH_URL: "http://localhost:3000"
+      UI_API_BASE_URL: "http://localhost:8080/api/v1"
       E2E_ADMIN_USER: ${{ secrets.E2E_ADMIN_USER }}
       E2E_ADMIN_PASSWORD: ${{ secrets.E2E_ADMIN_PASSWORD }}
       E2E_AWS_PROVIDER_ACCOUNT_ID: ${{ secrets.E2E_AWS_PROVIDER_ACCOUNT_ID }}
@@ -60,7 +61,7 @@ jobs:
       E2E_M365_SECRET_ID: ${{ secrets.E2E_M365_SECRET_ID }}
       E2E_M365_TENANT_ID: ${{ secrets.E2E_M365_TENANT_ID }}
       E2E_M365_CERTIFICATE_CONTENT: ${{ secrets.E2E_M365_CERTIFICATE_CONTENT }}
-      E2E_KUBERNETES_CONTEXT: 'kind-kind'
+      E2E_KUBERNETES_CONTEXT: "kind-kind"
       E2E_KUBERNETES_KUBECONFIG_PATH: /home/runner/.kube/config
       E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY: ${{ secrets.E2E_GCP_BASE64_SERVICE_ACCOUNT_KEY }}
       E2E_GCP_PROJECT_ID: ${{ secrets.E2E_GCP_PROJECT_ID }}
@@ -108,14 +109,14 @@ jobs:
 
       - 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 }}
 
@@ -233,12 +234,12 @@ 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: |
-          echo "AWS_ACCESS_KEY_ID=${{ secrets.E2E_AWS_PROVIDER_ACCESS_KEY }}" >> .env
-          echo "AWS_SECRET_ACCESS_KEY=${{ secrets.E2E_AWS_PROVIDER_SECRET_KEY }}" >> .env
+          echo "AWS_ACCESS_KEY_ID=${E2E_AWS_PROVIDER_ACCESS_KEY}" >> .env
+          echo "AWS_SECRET_ACCESS_KEY=${E2E_AWS_PROVIDER_SECRET_KEY}" >> .env
 
       - name: Build API image from current code
         # docker-compose.yml references prowlercloud/prowler-api:latest from the registry,
@@ -267,7 +268,7 @@ 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
@@ -292,7 +293,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
         with:
-          node-version-file: 'ui/.nvmrc'
+          node-version-file: "ui/.nvmrc"
 
       - name: Setup pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
@@ -301,7 +302,7 @@ 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@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
@@ -337,59 +338,59 @@ jobs:
         if: steps.playwright-cache.outputs.cache-hit != 'true'
         run: pnpm run test:e2e:install
 
-      - name: Run E2E tests
+      - name: Run standard E2E tests
+        id: standard-e2e
         working-directory: ./ui
         run: |
           if [[ "${RUN_ALL_TESTS}" == "true" ]]; then
-            echo "Running ALL E2E tests..."
+            echo "Running all standard E2E tests..."
             pnpm run test:e2e
           else
-            echo "Running targeted E2E tests: ${E2E_TEST_PATHS}"
-            # Convert glob patterns to playwright test paths
-            # e.g., "ui/tests/providers/**" -> "tests/providers"
+            echo "Running targeted standard E2E tests: ${E2E_TEST_PATHS}"
             TEST_PATHS="${E2E_TEST_PATHS}"
-            # Remove ui/ prefix and convert ** to empty (playwright handles recursion)
             TEST_PATHS=$(echo "$TEST_PATHS" | sed 's|ui/||g' | sed 's|\*\*||g' | tr ' ' '\n' | sort -u)
-            # Drop auth setup helpers (not runnable test suites)
-            TEST_PATHS=$(echo "$TEST_PATHS" | grep -v '^tests/setups/')
-            # Safety net: if bare "tests/" appears (from broad patterns like ui/tests/**),
-            # expand to specific subdirs to avoid Playwright discovering setup files
+            TEST_PATHS=$(echo "$TEST_PATHS" | grep -vE '^tests/(setups|registry)/' || true)
+
             if echo "$TEST_PATHS" | grep -qx 'tests/'; then
-              echo "Expanding bare 'tests/' to specific subdirs (excluding setups)..."
               SPECIFIC_DIRS=""
               for dir in tests/*/; do
-                [[ "$dir" == "tests/setups/" ]] && continue
+                [[ "$dir" == "tests/setups/" || "$dir" == "tests/registry/" ]] && continue
                 SPECIFIC_DIRS="${SPECIFIC_DIRS}${dir}"$'\n'
               done
-              # Replace "tests/" with specific dirs, keep other paths
-              TEST_PATHS=$(echo "$TEST_PATHS" | grep -vx 'tests/')
+              TEST_PATHS=$(echo "$TEST_PATHS" | grep -vx 'tests/' || true)
               TEST_PATHS="${TEST_PATHS}"$'\n'"${SPECIFIC_DIRS}"
               TEST_PATHS=$(echo "$TEST_PATHS" | grep -v '^$' | sort -u)
             fi
-            if [[ -z "$TEST_PATHS" ]]; then
-              echo "No runnable E2E test paths after filtering setups"
-              exit 0
-            fi
-            # Filter out directories that don't contain any test files
+
             VALID_PATHS=""
-            while IFS= read -r p; do
-              [[ -z "$p" ]] && continue
-              if find "$p" -name '*.spec.ts' -o -name '*.test.ts' 2>/dev/null | head -1 | grep -q .; then
-                VALID_PATHS="${VALID_PATHS}${p}"$'\n'
+            while IFS= read -r path; do
+              [[ -z "$path" ]] && continue
+              if find "$path" -name '*.spec.ts' -o -name '*.test.ts' 2>/dev/null | head -1 | grep -q .; then
+                VALID_PATHS="${VALID_PATHS}${path}"$'\n'
               else
-                echo "Skipping empty test directory: $p"
+                echo "Skipping empty test directory: $path"
               fi
             done <<< "$TEST_PATHS"
             VALID_PATHS=$(echo "$VALID_PATHS" | grep -v '^$' || true)
-            if [[ -z "$VALID_PATHS" ]]; then
-              echo "No test files found in any resolved paths — skipping E2E"
-              exit 0
+
+            if [[ -n "$VALID_PATHS" ]]; then
+              TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
+              echo "Resolved standard test paths: $TEST_PATHS"
+              read -ra test_paths <<< "$TEST_PATHS"
+              pnpm exec playwright test "${test_paths[@]}"
+            else
+              echo "No standard E2E test paths selected."
             fi
-            TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
-            echo "Resolved test paths: $TEST_PATHS"
-            pnpm exec playwright test $TEST_PATHS
           fi
 
+      - name: Run Registry fixture E2E tests
+        if: |
+          !cancelled() &&
+          (steps.standard-e2e.outcome == 'success' || steps.standard-e2e.outcome == 'failure') &&
+          (env.RUN_ALL_TESTS == 'true' || contains(format(' {0} ', env.E2E_TEST_PATHS), ' ui/tests/registry/'))
+        working-directory: ./ui
+        run: pnpm run test:e2e:registry
+
       - name: Upload test reports
         uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
         if: failure()
@@ -444,12 +445,12 @@ jobs:
 
       - 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 }}

.github/workflows/ui-tests.yml

@@ -113,7 +113,7 @@ 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'
@@ -157,7 +157,8 @@ 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' ' ')
-          pnpm exec vitest related $CHANGED_FILES --run --project unit
+          read -ra changed <<< "$CHANGED_FILES"
+          pnpm exec vitest related "${changed[@]}" --run --project unit
         env:
           STEPS_CHANGED_SOURCE_OUTPUTS_ALL_CHANGED_FILES: ${{ steps.changed-source.outputs.all_changed_files }}
 

.grype.yaml

@@ -0,0 +1,128 @@
+# 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.
+  # CVE-2026-71556 is the same temporary exception documented in .trivyignore.yaml:
+  # Trivy 0.73.0 still embeds go-git 5.19.1, while the 5.19.2 fix is merged only on
+  # Trivy main. Remove this entry with the Trivy exception by 2026-09-15.
+  # https://github.com/aquasecurity/trivy/blob/v0.73.0/go.mod#L46
+  # https://github.com/aquasecurity/trivy/commit/a2edba9a03987ba0d2ebc8212c1a9a1e6979497b
+  - vulnerability: CVE-2026-71556
+    package:
+      name: github.com/go-git/go-git/v5
+  # CVE-2026-84304 is the same temporary exception documented in .trivyignore.yaml:
+  # Trivy 0.74.0 still embeds grpc 1.82.1, while the 1.83.1 fix is not in any release.
+  # Prowler only runs `trivy image` / `trivy fs`, never client/server mode, so no gRPC
+  # endpoint exists in the image. Pinned to the embedded version so the rule stops
+  # matching on its own once Trivy bumps grpc. Remove with the Trivy exception by 2026-10-15.
+  # https://github.com/aquasecurity/trivy/pull/11176
+  - vulnerability: CVE-2026-84304
+    package:
+      name: google.golang.org/grpc
+      version: v1.82.1
+  # CVE-2026-84445 is the same temporary exception documented in .trivyignore.yaml:
+  # Trivy 0.74.0 still embeds grpc 1.82.1, while the 1.82.2 / 1.83.2 fix is not in any
+  # release. The panic needs a gRPC server built with `xds.NewGRPCServer()`; Prowler only
+  # runs `trivy image` / `trivy fs`, so the image serves no gRPC at all. Pinned to the
+  # embedded version so the rule stops matching on its own once Trivy bumps grpc. Remove
+  # with the Trivy exception by 2026-10-15.
+  # https://github.com/advisories/GHSA-2v4p-qf9q-27wj
+  - vulnerability: CVE-2026-84445
+    package:
+      name: google.golang.org/grpc
+      version: v1.82.1
+  # CVE-2026-56855 / CVE-2026-78662 are the same temporary exception documented in
+  # .trivyignore.yaml: Trivy 0.74.0 still embeds golang.org/x/crypto v0.55.0, while the
+  # 0.56.0 fix (published 2026-09-02) hasn't reached any Trivy release, or even Trivy
+  # main, yet. Pinned to the embedded version so the rule stops matching on its own once
+  # Trivy bumps it. Remove with the Trivy exception by 2026-10-15.
+  - vulnerability: CVE-2026-56855
+    package:
+      name: golang.org/x/crypto
+      version: v0.55.0
+  - vulnerability: CVE-2026-78662
+    package:
+      name: golang.org/x/crypto
+      version: v0.55.0
+  - vulnerability: CVE-2026-56852
+    package:
+      name: golang.org/x/text
+  - 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 .NET runtime bundled inside the PowerShell tarball the Dockerfile pins.
+  # CVE-2026-62901 is the same temporary exception documented in .trivyignore.yaml:
+  # fixed in .NET 9.0.19 / 10.0.11 (2026-08-11), but no published PowerShell release
+  # ships a patched runtime yet (7.5.9 bundles 9.0.18; 7.6.4 bundles 10.0.x < 10.0.11).
+  # pwsh runs only local M365 module cmdlets; nothing listens for inbound WebSocket
+  # connections. Remove with the Trivy exception by 2026-09-15.
+  - vulnerability: CVE-2026-62901
+    package:
+      name: Microsoft.NETCore.App.Runtime.linux-x64
+  - vulnerability: CVE-2026-62901
+    package:
+      name: Microsoft.NETCore.App.Runtime.linux-arm64
+
+
+  # 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
+  # CVE-2026-82049 (tarfile data/tar filter bypass via a hard link to a symlink) has no
+  # fixed CPython release on any branch: the fix is merged on main and 3.13 only, and the
+  # 3.12 backport is still open. Grype records 3.14.0b1 as the fix, so only-fixed does not
+  # drop it, yet python:3.12.14-slim-trixie reports it too. Prowler never extracts tar
+  # archives to disk: the ECR image inspection reads members in memory with extractfile().
+  # Remove once the base image ships a 3.12 release that includes the backport.
+  # https://github.com/python/cpython/issues/157190
+  # https://github.com/python/cpython/pull/157454
+  - vulnerability: CVE-2026-82049
+    package:
+      name: python

.pre-commit-config.yaml

@@ -47,6 +47,14 @@ 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:

.trivyignore

@@ -1,123 +0,0 @@
-# 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:2026-08-15
-CVE-2026-42496 pkg:perl-base exp:2026-08-15
-CVE-2026-42496 pkg:perl-modules-5.36 exp:2026-08-15
-CVE-2026-42496 pkg:libperl5.36 exp:2026-08-15
-CVE-2026-8376 pkg:perl exp:2026-08-15
-CVE-2026-8376 pkg:perl-base exp:2026-08-15
-CVE-2026-8376 pkg:perl-modules-5.36 exp:2026-08-15
-CVE-2026-8376 pkg:libperl5.36 exp:2026-08-15
-
-# CVE-2026-13221 - Perl regex trie overflow.
-# Packages: perl, perl-base, perl-modules-5.36, libperl5.36.
-# Why ignored: upstream confirms Perl 5.36.0 is not affected; the regression
-# was introduced after this version. Debian currently marks bookworm as
-# vulnerable, which causes Trivy to report a false positive.
-# Ref: https://github.com/Perl/perl5/issues/23388
-CVE-2026-13221 pkg:perl exp:2026-08-15
-CVE-2026-13221 pkg:perl-base exp:2026-08-15
-CVE-2026-13221 pkg:perl-modules-5.36 exp:2026-08-15
-CVE-2026-13221 pkg:libperl5.36 exp:2026-08-15
-
-# CVE-2026-57433 — Perl Storable signed integer overflow when deserializing a
-# crafted SX_HOOK record (retrieve_hook_common passes a wrapped negative count
-# to av_extend).
-# 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. Prowler does not invoke perl at runtime and
-# never calls Storable's thaw/retrieve on attacker-controlled blobs, so the
-# vulnerable deserialization path is unreachable. Fixed upstream in
-# Storable 3.41; no Debian bookworm fix is available yet.
-CVE-2026-57433 pkg:perl exp:2026-08-15
-CVE-2026-57433 pkg:perl-base exp:2026-08-15
-CVE-2026-57433 pkg:perl-modules-5.36 exp:2026-08-15
-CVE-2026-57433 pkg:libperl5.36 exp:2026-08-15
-
-# 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:2026-08-15
-
-# 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:2026-08-15
-
-# 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:2026-08-15
-CVE-2023-45853 pkg:zlib1g-dev exp:2026-08-15
-
-# 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:2026-08-15
-
-# --- 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:2026-08-15
-CVE-2026-7210 pkg:python3.11-dev exp:2026-08-15
-CVE-2026-7210 pkg:python3.11-minimal exp:2026-08-15
-CVE-2026-7210 pkg:libpython3.11 exp:2026-08-15
-CVE-2026-7210 pkg:libpython3.11-dev exp:2026-08-15
-CVE-2026-7210 pkg:libpython3.11-minimal exp:2026-08-15
-CVE-2026-7210 pkg:libpython3.11-stdlib exp:2026-08-15
-
-# 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:2026-08-15
-CVE-2026-42960 pkg:libunbound8 exp:2026-08-15

.trivyignore.yaml

@@ -0,0 +1,208 @@
+# 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-2026-75899
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-75975
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-76172
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-75931
+    purls:
+      - "pkg:npm/fast-uri"
+    expired_at: 2027-01-31
+  - id: CVE-2026-69192
+    purls:
+      - "pkg:npm/ip-address"
+    expired_at: 2027-01-31
+
+  # CVE-2026-84304 is a DoS in grpc-go <= 1.83.0: a peer fragments a gRPC stream into
+  # millions of tiny HTTP/2 DATA frames until the receiver runs out of heap. Fixed in
+  # 1.83.1 (published 2026-09-01). Trivy 0.74.0, the latest published release and the
+  # version the images ship, pins 1.82.1 as an indirect dependency:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # Upstream bump still open: https://github.com/aquasecurity/trivy/pull/11176
+  # Trivy only speaks gRPC in client/server mode (`trivy server`, `--server`). Prowler
+  # invokes it exclusively as `trivy image` and `trivy fs` on a local path, so no gRPC
+  # listener or connection ever exists in the image and the affected path is not
+  # reachable. Remove this temporary suppression as soon as a Trivy release pins
+  # grpc >= 1.83.1.
+  - id: CVE-2026-84304
+    purls:
+      - "pkg:golang/google.golang.org/grpc"
+    expired_at: 2026-10-15
+
+  # CVE-2026-84445 is a DoS in grpc-go servers built with `xds.NewGRPCServer()`: a request
+  # carrying neither `:authority` nor `Host` reaches the xDS routing interceptor, which
+  # indexes an empty slice of authorities and panics. The per-RPC goroutine does not
+  # recover, so the whole server process dies. Fixed in 1.82.2 and 1.83.2 (published
+  # 2026-09-08). Trivy 0.74.0, the latest published release and the version the images
+  # ship, pins 1.82.1 as an indirect dependency:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # Trivy main already carries 1.83.2, but no published release includes it yet.
+  # The reachability argument is the one made for CVE-2026-84304 above, only narrower:
+  # this panic needs an xDS-managed gRPC server. Prowler invokes Trivy exclusively as
+  # `trivy image` and `trivy fs` on a local path, never `trivy server`, so the image runs
+  # no gRPC server at all, xDS or otherwise. Remove this temporary suppression as soon as
+  # a Trivy release pins grpc >= 1.83.2.
+  # https://github.com/advisories/GHSA-2v4p-qf9q-27wj
+  - id: CVE-2026-84445
+    purls:
+      - "pkg:golang/google.golang.org/grpc@v1.82.1"
+    expired_at: 2026-10-15
+
+  # CVE-2026-56855 and CVE-2026-78662 are DoS deadlocks in x/crypto/ssh: a malicious peer
+  # can flood or misuse channel messages (RFC 4254) to block the whole connection.
+  # Fixed in golang.org/x/crypto v0.56.0 (published 2026-09-02). Trivy 0.74.0, the latest
+  # published release and the version the images ship, still pins v0.55.0, and Trivy main
+  # has not bumped it either:
+  # https://github.com/aquasecurity/trivy/blob/v0.74.0/go.mod
+  # x/crypto/ssh is pulled in transitively through go-git's ssh transport, the same
+  # dependency chain as the CVE-2026-71556 entry above. Prowler invokes Trivy only with
+  # `fs` on an existing local path or with `image`; it never asks Trivy to clone over SSH
+  # or to run `trivy server`, so no SSH connection -- as client or server -- ever exists in
+  # the image and the affected code path is not reachable. Remove this temporary
+  # suppression as soon as a fixed Trivy release is available.
+  - id: CVE-2026-56855
+    purls:
+      - "pkg:golang/golang.org/x/crypto@v0.55.0"
+    expired_at: 2026-10-15
+  - id: CVE-2026-78662
+    purls:
+      - "pkg:golang/golang.org/x/crypto@v0.55.0"
+    expired_at: 2026-10-15
+
+  - id: CVE-2026-56852
+    purls:
+      - "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

Dockerfile

@@ -1,23 +1,46 @@
-FROM python:3.12.13-slim-bookworm@sha256:8a7e7cc04fd3e2bd787f7f24e22d5d119aa590d429b50c95dfe12b3abe52f48b AS build
+FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee568157882804b1124b4dd04266317710de AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/prowler"
 LABEL org.opencontainers.image.source="https://github.com/prowler-cloud/prowler"
 
-ARG POWERSHELL_VERSION=7.5.0
+ARG POWERSHELL_VERSION=7.5.11
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1
 
-ARG TRIVY_VERSION=0.71.2
+ARG TRIVY_VERSION=0.74.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}
 
+# Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
+ARG TRIVY_SHA256_AMD64=2ae6fe3ee734b7fdf11335663e18c75ea12dccc76062f09f164a3b0f8be4371a
+ARG TRIVY_SHA256_ARM64=b94ce1976bbf3c15b514b605ee88be7c6d94a29be2302847ff01cb794d47aad5
+ARG POWERSHELL_SHA256_AMD64=82a8b13d92b0f3ae48e56cf2f3f7961679371736ca90145ca71617c2913ba9d8
+ARG POWERSHELL_SHA256_ARM64=830ebda118c731ece3fa7e6b7e8573a21346387cbbca5b2f5e3b9bfe24f96672
+ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
+ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d
+
+# High CVEs fixed in Debian trixie but not yet in the pinned base image:
+#   openssl/libssl3t64/openssl-provider-legacy 3.5.7-1~deb13u2  CVE-2026-14456,
+#   -14457, -18798, -54874, -63072, -63073, -63074, -63075, -63076, -75803
+#   libsqlite3-0 3.46.1-7+deb13u2  CVE-2026-11822, -11824
+#   gzip 1.13-1+deb13u1  CVE-2026-41992
+#   perl-base 5.40.1-6+deb13u1  CVE-2026-42497, -48962, -57432
+#   libssh2-1t64 1.11.1-1+deb13u2  CVE-2026-58050
+#   libpcre2-8-0 10.46-1~deb13u2  CVE-2026-86145, -89161
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable versions. The three
+# openssl packages are flagged separately, so all are named.
+# Drop each one once the base image ships its fixed version.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
-    wget libicu72 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
+    wget libicu76 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
     build-essential pkg-config libzstd-dev zlib1g-dev \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
+       libsqlite3-0 gzip perl-base libssh2-1t64 libpcre2-8-0 \
     && rm -rf /var/lib/apt/lists/*
 
 # Install PowerShell
@@ -29,6 +52,9 @@ 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 "$EXPECT  /tmp/powershell.tar.gz" > /tmp/powershell.sha256 && \
+    sha256sum -c /tmp/powershell.sha256 && rm /tmp/powershell.sha256 && \
     mkdir -p /opt/microsoft/powershell/7 && \
     tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
     chmod +x /opt/microsoft/powershell/7/pwsh && \
@@ -45,6 +71,9 @@ RUN ARCH=$(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 && \
@@ -63,6 +92,9 @@ 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 "$EXPECT  /tmp/zizmor.tar.gz" > /tmp/zizmor.sha256 && \
+    sha256sum -c /tmp/zizmor.sha256 && rm /tmp/zizmor.sha256 && \
     mkdir -p /tmp/zizmor-extract && \
     tar zxf /tmp/zizmor.tar.gz -C /tmp/zizmor-extract && \
     mv /tmp/zizmor-extract/zizmor /usr/local/bin/zizmor && \
@@ -89,7 +121,7 @@ ENV HOME='/home/prowler'
 ENV PATH="${HOME}/.local/bin:${PATH}"
 #hadolint ignore=DL3013
 RUN pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir uv==0.11.14
+    pip install --no-cache-dir uv==0.12.0
 
 RUN uv sync --locked --compile-bytecode && \
     rm -rf ~/.cache/uv
@@ -105,6 +137,9 @@ 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
@@ -113,5 +148,15 @@ 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"]

Makefile

@@ -34,6 +34,9 @@ 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 && \

README.md

@@ -126,12 +126,12 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 
 | Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/user-guide/compliance/tutorials/compliance) | [Categories](https://docs.prowler.com/user-guide/cli/tutorials/misc#categories) | Support | Interface |
 |---|---|---|---|---|---|---|
-| AWS | 621 | 86 | 47 | 19 | Official | UI, API, CLI |
-| Azure | 191 | 22 | 21 | 16 | Official | UI, API, CLI |
-| GCP | 109 | 20 | 19 | 12 | Official | UI, API, CLI |
-| Kubernetes | 92 | 7 | 8 | 11 | Official | UI, API, CLI |
+| AWS | 662 | 86 | 50 | 19 | Official | UI, API, CLI |
+| Azure | 191 | 22 | 25 | 16 | Official | UI, API, CLI |
+| GCP | 110 | 20 | 22 | 12 | Official | UI, API, CLI |
+| Kubernetes | 92 | 7 | 11 | 11 | Official | UI, API, CLI |
 | GitHub | 24 | 3 | 2 | 5 | Official | UI, API, CLI |
-| M365 | 111 | 10 | 6 | 10 | Official | UI, API, CLI |
+| M365 | 144 | 10 | 9 | 10 | Official | UI, API, CLI |
 | OCI | 52 | 14 | 5 | 10 | Official | UI, API, CLI |
 | Alibaba Cloud | 63 | 9 | 6 | 9 | Official | UI, API, CLI |
 | Cloudflare | 29 | 3 | 2 | 5 | Official | UI, API, CLI |
@@ -139,7 +139,7 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 | MongoDB Atlas | 10 | 3 | 1 | 8 | Official | UI, API, CLI |
 | LLM | [See `promptfoo` docs.](https://www.promptfoo.dev/docs/red-team/plugins/) | N/A | N/A | N/A | Official | CLI |
 | Image | N/A | N/A | N/A | N/A | Official | UI, API, CLI |
-| Google Workspace | 65 | 11 | 3 | 6 | Official | UI, API, CLI |
+| Google Workspace | 65 | 11 | 4 | 6 | Official | UI, API, CLI |
 | OpenStack | 34 | 5 | 1 | 9 | Official | UI, API, CLI |
 | Vercel | 26 | 6 | 1 | 8 | Official | UI, API, CLI |
 | Okta | 29 | 8 | 2 | 2 | Official | UI, API, CLI |
@@ -147,7 +147,7 @@ Every AWS provider scan will enqueue an Attack Paths ingestion job automatically
 | 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 |
+| StackIT [Contact us](https://prowler.com/contact) | 8 | 2 | 1 | 3 | Unofficial | CLI |
 | NHN | 6 | 2 | 2 | 0 | Unofficial | CLI |
 
 > [!Note]

api/.env.example

@@ -59,5 +59,9 @@ DJANGO_GITHUB_OAUTH_CLIENT_ID=""
 DJANGO_GITHUB_OAUTH_CLIENT_SECRET=""
 DJANGO_GITHUB_OAUTH_CALLBACK_URL=""
 
+# Public base URL of the Prowler UI, used to link Jira issues back to findings.
+# Leave empty to omit the link.
+DJANGO_UI_BASE_URL=""
+
 # Deletion Task Batch Size
 DJANGO_DELETION_BATCH_SIZE=5000

api/CHANGELOG.md

@@ -4,6 +4,129 @@ All notable changes to the **Prowler API** are documented in this file.
 
 <!-- changelog: release notes start -->
 
+## [1.44.0] (Prowler v5.43.0)
+
+### 🐞 Fixed
+
+- Report download URLs can be signed against a browser-reachable storage host via `DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL`, so downloads complete on deployments where storage is only reachable inside the container network [(#12552)](https://github.com/prowler-cloud/prowler/pull/12552)
+- A scan report download no longer fails with a server error when `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` is unset, which is common on storage with no meaningful region [(#12552)](https://github.com/prowler-cloud/prowler/pull/12552)
+- Lapsed pending invitations are reported as expired and no longer block a new invitation for the same email [(#12831)](https://github.com/prowler-cloud/prowler/pull/12831)
+
+### 🔐 Security
+
+- `libsqlite3-0`, `gzip`, `perl-base` and `libpcre2-8-0` upgraded in the API container image, patching high Debian CVEs [(#12804)](https://github.com/prowler-cloud/prowler/pull/12804)
+- PowerShell from 7.5.9 to 7.5.11 in the API container image, bundling .NET runtime 9.0.20 and patching CVE-2026-62901 [(#12811)](https://github.com/prowler-cloud/prowler/pull/12811)
+- Bumped `anyio` to 4.14.2 to resolve CVE-2026-63374 [(#12848)](https://github.com/prowler-cloud/prowler/pull/12848)
+
+---
+
+## [1.43.0] (Prowler v5.42.0)
+
+### 🔄 Changed
+
+- Speed up compliance overview ingestion by reading ThreatScore mappings from the compliance template instead of each finding, generating time-ordered `uuid7` row ids and grouping inserted rows by framework and requirement [(#12738)](https://github.com/prowler-cloud/prowler/pull/12738)
+
+---
+
+## [1.42.0] (Prowler v5.41.0)
+
+### 🚀 Added
+
+- Jira issues created from Prowler Cloud now carry the `prowler`, `prowler-<provider>`, `prowler-<severity>`, `prowler-<check-id>`, and `prowler-finding-<finding-uid>` labels, a link back to the finding when `DJANGO_UI_BASE_URL` is configured, and the tenant name [(#12540)](https://github.com/prowler-cloud/prowler/pull/12540)
+
+### 🐞 Fixed
+
+- `POST /api/v1/mute-rules` now updates only each affected provider's latest completed scan and future scans, preventing historical reaggregation from flooding Celery queues [(#12681)](https://github.com/prowler-cloud/prowler/pull/12681)
+
+---
+
+## [1.41.0] (Prowler v5.40.0)
+
+### 🐞 Fixed
+
+- `FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS` is now applied in months instead of days, and negative values are rejected [(#12580)](https://github.com/prowler-cloud/prowler/pull/12580)
+
+### 🔐 Security
+
+- `sqlparse` upgraded to 0.6.0, patching CVE-2026-54284, CVE-2026-59893, and CVE-2026-71491 [(#12509)](https://github.com/prowler-cloud/prowler/pull/12509)
+- `openssl`, `libssl3t64` and `openssl-provider-legacy` upgraded to 3.5.7-1~deb13u2 in the API container image, patching ten high OpenSSL CVEs [(#12549)](https://github.com/prowler-cloud/prowler/pull/12549)
+
+---
+
+## [1.40.1] (Prowler v5.39.1)
+
+### 🔄 Changed
+
+- Bump alibabacloud-tea-openapi to 0.4.6, oci to 2.184.1 and pyopenssl to 26.4.0 to match the SDK; the cryptography override now names its actual blockers (azure-cli-core pins msal below 1.37, workos 8.3.0 requires cryptography 48) [(#12477)](https://github.com/prowler-cloud/prowler/pull/12477)
+
+### 🐞 Fixed
+
+- Pin zstd to 1.5.7.2; 1.5.7.3 was yanked from PyPI as not thread safe [(#12477)](https://github.com/prowler-cloud/prowler/pull/12477)
+
+### 🔐 Security
+
+- Trivy from v0.72.0 to v0.73.0 in the container image, fixing HIGH CVE-2026-46600 in the bundled `golang.org/x/net` [(#12445)](https://github.com/prowler-cloud/prowler/pull/12445)
+- Trivy v0.74.0 and Debian util-linux 2.41.5-0+deb13u1 in the API container image, patching Go standard library vulnerabilities and CVE-2026-53615 [(#12470)](https://github.com/prowler-cloud/prowler/pull/12470)
+
+---
+
+## [1.40.0] (Prowler v5.39.0)
+
+### 🔄 Changed
+
+- `GET /api/v1/users/me` membership relationships identify the active tenant with `meta.active` for JWT and API key authentication [(#12388)](https://github.com/prowler-cloud/prowler/pull/12388)
+
+### 🐞 Fixed
+
+- Tenant deletion no longer leaves memberships partially removed when exclusive-user cleanup fails [(#12379)](https://github.com/prowler-cloud/prowler/pull/12379)
+- `/api/v1/accounts/saml/{organization_slug}/acs/` rejects non-POST requests before SAML response processing [(#12393)](https://github.com/prowler-cloud/prowler/pull/12393)
+- Social login derives a valid user name when identity providers omit the profile name [(#12413)](https://github.com/prowler-cloud/prowler/pull/12413)
+
+---
+
+## [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

api/Dockerfile

@@ -1,23 +1,43 @@
-FROM python:3.12.13-slim-bookworm@sha256:8a7e7cc04fd3e2bd787f7f24e22d5d119aa590d429b50c95dfe12b3abe52f48b AS build
+FROM python:3.12.13-slim-trixie@sha256:57cd7c3a7a273101a6485ba99423ee568157882804b1124b4dd04266317710de AS build
 
 LABEL maintainer="https://github.com/prowler-cloud/api"
 
-ARG POWERSHELL_VERSION=7.5.0
+ARG POWERSHELL_VERSION=7.5.11
 ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1
 
-ARG TRIVY_VERSION=0.71.2
+ARG TRIVY_VERSION=0.74.0
 ENV TRIVY_VERSION=${TRIVY_VERSION}
 
 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}
 
+# Pinned here, not fetched with the artefact: a compromised release ships its own checksum.
+ARG TRIVY_SHA256_AMD64=2ae6fe3ee734b7fdf11335663e18c75ea12dccc76062f09f164a3b0f8be4371a
+ARG TRIVY_SHA256_ARM64=b94ce1976bbf3c15b514b605ee88be7c6d94a29be2302847ff01cb794d47aad5
+ARG POWERSHELL_SHA256_AMD64=82a8b13d92b0f3ae48e56cf2f3f7961679371736ca90145ca71617c2913ba9d8
+ARG POWERSHELL_SHA256_ARM64=830ebda118c731ece3fa7e6b7e8573a21346387cbbca5b2f5e3b9bfe24f96672
+ARG ZIZMOR_SHA256_AMD64=a8000f3c683319a523d3b20df0e75457ba591f049cfcbfa98966631b56733c03
+ARG ZIZMOR_SHA256_ARM64=d66e37ef8a375fb07939c630ebf9709a6e0f20242bdc3faf672a7ed97e0b768d
+
+# High CVEs fixed in Debian trixie but not yet in the pinned base image:
+#   openssl/libssl3t64/openssl-provider-legacy 3.5.7-1~deb13u2  CVE-2026-14456,
+#   -14457, -18798, -54874, -63072, -63073, -63074, -63075, -63076, -75803
+#   libsqlite3-0 3.46.1-7+deb13u2  CVE-2026-11822, -11824
+#   gzip 1.13-1+deb13u1  CVE-2026-41992
+#   perl-base 5.40.1-6+deb13u1  CVE-2026-42497, -48962, -57432
+#   libssh2-1t64 1.11.1-1+deb13u2  CVE-2026-58050
+#   libpcre2-8-0 10.46-1~deb13u2  CVE-2026-86145, -89161
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable versions. The three
+# openssl packages are flagged separately, so all are named.
+# Drop each one once the base image ships its fixed version.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
     wget \
     git \
-    libicu72 \
+    libicu76 \
     gcc \
     g++ \
     make \
@@ -28,7 +48,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     libtool \
     libxslt1-dev \
     python3-dev \
-    git \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
+       libsqlite3-0 gzip perl-base libssh2-1t64 libpcre2-8-0 \
     && rm -rf /var/lib/apt/lists/*
 
 # Install PowerShell
@@ -40,6 +62,9 @@ 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 "$EXPECT  /tmp/powershell.tar.gz" > /tmp/powershell.sha256 && \
+    sha256sum -c /tmp/powershell.sha256 && rm /tmp/powershell.sha256 && \
     mkdir -p /opt/microsoft/powershell/7 && \
     tar zxf /tmp/powershell.tar.gz -C /opt/microsoft/powershell/7 && \
     chmod +x /opt/microsoft/powershell/7/pwsh && \
@@ -56,6 +81,9 @@ RUN ARCH=$(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 && \
@@ -74,6 +102,9 @@ 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 && \
@@ -94,7 +125,7 @@ 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==0.11.14
+    pip install --no-cache-dir uv==0.12.0
 
 ENV PATH="/home/prowler/.local/bin:$PATH"
 
@@ -109,19 +140,34 @@ RUN .venv/bin/python -m prowler.providers.m365.lib.powershell.m365_powershell
 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/

api/changelog.d/attack-paths-tmp-db-reaper.fixed.md

@@ -0,0 +1 @@
+Adds a periodic sweep that drops orphaned Attack Paths temp Neo4j scan databases left behind when a worker or Neo4j crashes mid-scan, before they accumulate unbounded

api/changelog.d/ephemeral-resource-count-reset.fixed.md

@@ -0,0 +1 @@
+Resources no longer keep a stale failed findings count forever when a scoped or imported scan for the same provider completes after a full scan, which used to make the full scan skip its own cleanup

api/changelog.d/latest-scan-null-completed-at.fixed.md

@@ -0,0 +1 @@
+Providers whose most recent completed scan has no `completed_at` timestamp are no longer missing from every endpoint that reports a provider's latest scan, which now falls back to scan creation order instead of skipping the provider

api/changelog.d/latest-scan-selector.changed.md

@@ -0,0 +1 @@
+Unify how every endpoint resolves a provider latest completed scan, so overlapping scans no longer make findings, compliance and mute rules read from different scans

api/changelog.d/s3-output-internal-endpoint.added.md

@@ -0,0 +1 @@
+Scan output uploads and downloads can now target S3-compatible object storage such as MinIO directly via `DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL`, instead of relying on process-wide AWS environment variables that also hijacked unrelated AWS API calls

api/changelog.d/s3-report-download-sigv4.fixed.md

@@ -0,0 +1 @@
+Scan report downloads from an S3 bucket with default SSE-KMS encryption no longer fail with an `InvalidArgument` error: when `DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION` is set, presigned download URLs are signed with AWS Signature Version 4 for that region

api/changelog.d/scan-create-task-args.fixed.md

@@ -0,0 +1 @@
+`POST /api/v1/scans` again returns the new scan id in the response `task_args`, which had been empty since the scan broker publish moved to transaction commit

api/changelog.d/worker-logging-restart-policy.fixed.md

@@ -0,0 +1 @@
+Celery loggers are now declared explicitly in `custom_logging.py` so fatal worker errors are no longer silenced by `disable_existing_loggers=True`. All long-running services in `docker-compose.yml` now have `restart: unless-stopped` so containers recover automatically after unexpected crashes.

api/pyproject.toml

@@ -61,9 +61,9 @@ dependencies = [
   "cartography (==0.138.1)",
   "gevent (==25.9.1)",
   "werkzeug (==3.1.7)",
-  "sqlparse (==0.5.5)",
+  "sqlparse (==0.6.0)",
   "fonttools (==4.62.1)",
-  "uvicorn-worker (==0.4.0)",
+  "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 = "1.38.0"
+version = "1.45.0"
 
 # Shared ruff baseline (kept in sync with mcp_server/pyproject.toml).
 # target-version tracks this project's lowest supported Python.
@@ -92,6 +92,7 @@ extend-select = [
 
 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
+# workos is api-only; pyopenssl matches master (PROWLER-2310).
 constraint-dependencies = [
   "about-time==4.2.1",
   "adal==1.2.7",
@@ -99,7 +100,7 @@ constraint-dependencies = [
   "aiobotocore==2.25.1",
   "aiofiles==24.1.0",
   "aiohappyeyeballs==2.6.1",
-  "aiohttp==3.14.0",
+  "aiohttp==3.14.3",
   "aioitertools==0.13.0",
   "aiosignal==1.4.0",
   "alibabacloud-actiontrail20200706==2.4.1",
@@ -128,7 +129,7 @@ constraint-dependencies = [
   "alibabacloud-sls20201230==5.9.0",
   "alibabacloud-sts20150401==1.1.6",
   "alibabacloud-tea==0.4.3",
-  "alibabacloud-tea-openapi==0.4.4",
+  "alibabacloud-tea-openapi==0.4.6",
   "alibabacloud-tea-util==0.3.14",
   "alibabacloud-tea-xml==0.0.3",
   "alibabacloud-vpc20160428==6.13.0",
@@ -136,7 +137,7 @@ constraint-dependencies = [
   "aliyun-log-fastpb==0.2.0",
   "amqp==5.3.1",
   "annotated-types==0.7.0",
-  "anyio==4.12.1",
+  "anyio==4.14.2",
   "applicationinsights==0.11.10",
   "apscheduler==3.11.2",
   "argcomplete==3.5.3",
@@ -210,9 +211,9 @@ constraint-dependencies = [
   "coverage==7.5.4",
   "cron-descriptor==1.4.5",
   "crowdstrike-falconpy==1.6.0",
-  "cryptography==46.0.7",
+  "cryptography==50.0.0",
   "cycler==0.12.1",
-  "darabonba-core==1.0.5",
+  "darabonba-core==1.0.8",
   "dash==3.1.1",
   "dash-bootstrap-components==2.0.3",
   "debugpy==1.8.20",
@@ -277,7 +278,7 @@ constraint-dependencies = [
   "h2==4.3.0",
   "hpack==4.1.0",
   "httpcore==1.0.9",
-  "httplib2==0.31.2",
+  "httplib2==0.32.0",
   "httpx==0.28.1",
   "humanfriendly==10.0",
   "hyperframe==6.1.0",
@@ -314,13 +315,13 @@ constraint-dependencies = [
   "matplotlib==3.10.8",
   "mccabe==0.7.0",
   "mdurl==0.1.2",
-  "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-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-security-utilities-secret-masker==1.0.0b4",
   "msal==1.35.0b1",
   "msal-extensions==1.2.0",
@@ -337,7 +338,7 @@ constraint-dependencies = [
   "nltk==3.9.4",
   "numpy==2.2.6",
   "oauthlib==3.3.1",
-  "oci==2.169.0",
+  "oci==2.184.1",
   "openai==1.109.1",
   "openstacksdk==4.2.0",
   "opentelemetry-api==1.39.1",
@@ -349,7 +350,7 @@ constraint-dependencies = [
   "pagerduty==6.1.0",
   "pandas==2.2.3",
   "pbr==7.0.3",
-  "pillow==12.2.0",
+  "pillow==12.3.0",
   "pkginfo==1.12.1.2",
   "platformdirs==4.5.1",
   "plotly==6.5.2",
@@ -365,8 +366,8 @@ constraint-dependencies = [
   "psycopg2-binary==2.9.9",
   "py-deviceid==0.1.1",
   "py-iam-expand==0.3.0",
-  "py-ocsf-models==0.8.1",
-  "pyasn1==0.6.3",
+  "py-ocsf-models==0.10.0",
+  "pyasn1==0.6.4",
   "pyasn1-modules==0.4.2",
   "pycodestyle==2.14.0",
   "pycparser==3.0",
@@ -378,7 +379,7 @@ constraint-dependencies = [
   "pylint==3.2.5",
   "pymsalruntime==0.18.1",
   "pynacl==1.6.2",
-  "pyopenssl==26.0.0",
+  "pyopenssl==26.4.0",
   "pyparsing==3.3.2",
   "pyreadline3==3.5.4",
   "pysocks==1.7.1",
@@ -422,7 +423,7 @@ constraint-dependencies = [
   "six==1.17.0",
   "slack-sdk==3.39.0",
   "sniffio==1.3.1",
-  "sqlparse==0.5.5",
+  "sqlparse==0.6.0",
   "statsd==4.0.1",
   "std-uritemplate==2.0.8",
   "stevedore==5.6.0",
@@ -447,7 +448,7 @@ constraint-dependencies = [
   "wcwidth==0.5.3",
   "websocket-client==1.9.0",
   "werkzeug==3.1.7",
-  "workos==6.0.8",
+  "workos==8.3.0",
   "wrapt==1.17.3",
   "xlsxwriter==3.2.9",
   "xmlsec==1.3.17",
@@ -456,7 +457,7 @@ constraint-dependencies = [
   "zipp==3.23.0",
   "zope-event==6.1",
   "zope-interface==8.2",
-  "zstd==1.5.7.3"
+  "zstd==1.5.7.2"
 ]
 # prowler@master needs okta==3.4.2, but cartography 0.138.1 requires okta<1.0.0.
 # Attack Paths does not ingest Okta today, so override the Cartography
@@ -466,10 +467,13 @@ 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 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 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 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
@@ -480,8 +484,21 @@ constraint-dependencies = [
 # that request pyjwt[crypto] and leave cryptography (needed for RS256) only transitive.
 override-dependencies = [
   "okta==3.4.2",
+  # prowler requires cryptography==50.0.0. Two api-only dependencies still cap it below
+  # 49 and cannot move yet: msal, pinned exactly by azure-cli-core (2.83.0 -> 1.35.0b1,
+  # 2.89.1 -> 1.36.0, both <49; cartography needs azure-cli-core), and workos 8.3.0
+  # (~=48.0; workos 10.1.1+ needs ~=50.0 and is a separate SDK upgrade). This api is
+  # deployed from this lock with `uv sync --locked`, so the override applies to what runs.
+  # Remove when azure-cli-core pins msal>=1.37.0 and workos is on 10.x.
+  "cryptography==50.0.0",
   "azure-mgmt-containerservice==34.1.0",
-  "microsoft-kiota-abstractions==1.9.9",
+  "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",
   "dulwich==1.2.5",
   "pyjwt[crypto]==2.13.0"
 ]

api/src/backend/api/adapters.py

@@ -12,11 +12,37 @@ from api.models import (
     UserRoleRelationship,
 )
 from api.utils import accept_invitation_for_user
+from django.core.exceptions import ValidationError
 from django.db import transaction
 from django.http import HttpResponseForbidden
 
 
 class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
+    @staticmethod
+    def _get_social_account_name(extra_data: dict, email: str) -> str:
+        name_field = User._meta.get_field("name")
+        for value in (
+            extra_data.get("name"),
+            extra_data.get("login"),
+            extra_data.get("username"),
+            email,
+        ):
+            if not isinstance(value, str):
+                continue
+
+            candidate = value.strip()[: name_field.max_length].rstrip()
+            if not candidate:
+                continue
+
+            try:
+                name_field.run_validators(candidate)
+            except ValidationError:
+                continue
+
+            return candidate
+
+        raise ValueError("Social account does not provide a valid user identity.")
+
     @staticmethod
     def get_user_by_email(email: str):
         try:
@@ -116,11 +142,8 @@ class ProwlerSocialAccountAdapter(DefaultSocialAccountAdapter):
 
             if provider != "saml":
                 # Handle other providers (e.g., GitHub, Google)
+                user.name = self._get_social_account_name(extra, user.email)
                 user.save(using=MainRouter.admin_db)
-                social_account_name = extra.get("name")
-                if social_account_name:
-                    user.name = social_account_name
-                    user.save(using=MainRouter.admin_db)
 
                 invitation_token = self._get_invitation_token(request)
                 if invitation_token:

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

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

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

@@ -207,6 +207,11 @@ def drop_database(database: str) -> None:
     sink_module.get_backend().drop_database(database)
 
 
+def list_databases() -> list[str]:
+    """List database names on the ingest cluster. Temp scan DBs always live here."""
+    return ingest.list_databases()
+
+
 def drop_subgraph(database: str, provider_id: str) -> int:
     return sink_module.get_backend().drop_subgraph(database, provider_id)
 

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

@@ -13,6 +13,7 @@ from api.attack_paths.ingest.driver import (
     get_session,
     get_uri,
     init_driver,
+    list_databases,
     run_cypher,
 )
 
@@ -25,5 +26,6 @@ __all__ = [
     "get_session",
     "get_uri",
     "init_driver",
+    "list_databases",
     "run_cypher",
 ]

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

@@ -165,6 +165,14 @@ def drop_database(database: str) -> None:
         session.run(f"DROP DATABASE `{database}` IF EXISTS DESTROY DATA")
 
 
+def list_databases() -> list[str]:
+    """List every database name on the Neo4j temp-database cluster."""
+    # A cluster returns one row per hosting server, so dedupe on name
+    with get_session() as session:
+        result = session.run("SHOW DATABASES YIELD name RETURN DISTINCT name")
+        return [record["name"] for record in result]
+
+
 def clear_cache(database: str) -> None:
     """Best-effort cache clear for a Neo4j database."""
     from api.attack_paths.database import GraphDatabaseQueryException

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

@@ -4,11 +4,13 @@ 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",

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

@@ -1,4 +1,38 @@
 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
@@ -36,4 +70,5 @@ class AttackPathsQueryDefinition:
     provider: str
     cypher: str
     attribution: AttackPathsQueryAttribution | None = None
+    outcome: AttackPathsQueryOutcome | None = None
     parameters: list[AttackPathsQueryParameterDefinition] = field(default_factory=list)

api/src/backend/api/db_utils.py

@@ -409,7 +409,7 @@ def batch_delete(tenant_id, queryset, batch_size=settings.DJANGO_DELETION_BATCH_
 
     Args:
         tenant_id (str): Tenant ID the queryset belongs to.
-        queryset (QuerySet): The queryset of objects to delete.
+        queryset: The queryset of objects to delete.
         batch_size (int): The number of objects to delete in each batch.
 
     Returns:

api/src/backend/api/filters.py

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

api/src/backend/api/migrations/0098_tenant_onboarding_profile.py

@@ -0,0 +1,116 @@
+import uuid
+
+import api.rls
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0097_attack_paths_scan_db_defaults"),
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="TenantOnboardingProfile",
+            fields=[
+                (
+                    "id",
+                    models.UUIDField(
+                        default=uuid.uuid4,
+                        editable=False,
+                        primary_key=True,
+                        serialize=False,
+                    ),
+                ),
+                ("inserted_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "declared_cloud_accounts",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("1", "1"),
+                            ("2-10", "2-10"),
+                            ("11-50", "11-50"),
+                            ("51-200", "51-200"),
+                            ("200+", "200+"),
+                        ],
+                        max_length=16,
+                        null=True,
+                    ),
+                ),
+                (
+                    "declared_role",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("security", "Security"),
+                            ("devops_platform", "DevOps / Platform"),
+                            ("developer", "Developer"),
+                            ("compliance_grc", "Compliance / GRC"),
+                            ("other", "Other"),
+                        ],
+                        max_length=32,
+                        null=True,
+                    ),
+                ),
+                (
+                    "declared_seniority",
+                    models.CharField(
+                        blank=True,
+                        choices=[
+                            ("practitioner", "Practitioner / IC"),
+                            ("lead", "Team lead / Manager"),
+                            ("director", "Director / Head of"),
+                            ("executive", "VP / C-level"),
+                            ("founder", "Founder / Owner"),
+                        ],
+                        max_length=32,
+                        null=True,
+                    ),
+                ),
+                ("skipped", models.BooleanField(default=False)),
+                (
+                    "submitted_by",
+                    models.ForeignKey(
+                        blank=True,
+                        null=True,
+                        on_delete=django.db.models.deletion.SET_NULL,
+                        related_name="tenant_onboarding_profiles",
+                        related_query_name="tenant_onboarding_profile",
+                        to=settings.AUTH_USER_MODEL,
+                    ),
+                ),
+                (
+                    "tenant",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
+                    ),
+                ),
+            ],
+            options={
+                "db_table": "tenant_onboarding_profiles",
+                "abstract": False,
+            },
+        ),
+        migrations.AddConstraint(
+            model_name="tenantonboardingprofile",
+            constraint=models.UniqueConstraint(
+                fields=("tenant_id",), name="unique_tenant_onboarding_profile"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="tenantonboardingprofile",
+            # `statements` written out explicitly: RowLevelSecurityConstraint
+            # .deconstruct() does not serialize it, so an autogenerated
+            # migration falls back to ["SELECT"] and leaves the table without
+            # INSERT/UPDATE/DELETE policies.
+            constraint=api.rls.RowLevelSecurityConstraint(
+                "tenant_id",
+                name="rls_on_tenantonboardingprofile",
+                statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
+            ),
+        ),
+    ]

api/src/backend/api/migrations/0099_delete_tenant_onboarding_profile.py

@@ -0,0 +1,15 @@
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    # The onboarding profile step was reverted after 0098 had been merged, so
+    # the table goes away through a new migration rather than by deleting 0098.
+    dependencies = [
+        ("api", "0098_tenant_onboarding_profile"),
+    ]
+
+    operations = [
+        migrations.DeleteModel(
+            name="TenantOnboardingProfile",
+        ),
+    ]

api/src/backend/api/migrations/0100_attack_paths_tmp_db_reap_periodic_task.py

@@ -0,0 +1,48 @@
+from django.db import migrations
+
+TASK_NAME = "attack-paths-reap-orphaned-tmp-databases"
+INTERVAL_HOURS = 6
+
+
+def create_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    schedule, _ = IntervalSchedule.objects.get_or_create(
+        every=INTERVAL_HOURS,
+        period="hours",
+    )
+
+    PeriodicTask.objects.update_or_create(
+        name=TASK_NAME,
+        defaults={
+            "task": TASK_NAME,
+            "interval": schedule,
+            "enabled": True,
+        },
+    )
+
+
+def delete_periodic_task(apps, schema_editor):
+    IntervalSchedule = apps.get_model("django_celery_beat", "IntervalSchedule")
+    PeriodicTask = apps.get_model("django_celery_beat", "PeriodicTask")
+
+    PeriodicTask.objects.filter(name=TASK_NAME).delete()
+
+    # Clean up the schedule if no other task references it
+    IntervalSchedule.objects.filter(
+        every=INTERVAL_HOURS,
+        period="hours",
+        periodictask__isnull=True,
+    ).delete()
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("api", "0099_delete_tenant_onboarding_profile"),
+        ("django_celery_beat", "0019_alter_periodictasks_options"),
+    ]
+
+    operations = [
+        migrations.RunPython(create_periodic_task, delete_periodic_task),
+    ]

api/src/backend/api/models.py

@@ -617,9 +617,66 @@ class Task(RowLevelSecurityProtectedModel):
         resource_name = "tasks"
 
 
+class ScanQuerySet(models.QuerySet):
+    """Shared selectors for "the latest scan of a provider".
+
+    The queryset must already be scoped by the caller: manager, tenant, RBAC,
+    providers and database alias.
+    """
+
+    # How "which completed scan is the provider's current one" is ordered.
+    LATEST_ORDER_BY = (
+        models.F("completed_at").desc(nulls_last=True),
+        models.F("inserted_at").desc(),
+        models.F("id").desc(),
+    )
+
+    def _eligible_for_latest(self) -> "ScanQuerySet":
+        """Restrict to the scans that may be a provider's latest.
+
+        Returns:
+            ScanQuerySet: The completed scans.
+        """
+        return self.filter(state=StateChoices.COMPLETED)
+
+    def latest_per_provider(self) -> "ScanQuerySet":
+        """Pick each provider's latest scan with `DISTINCT ON (provider_id)`.
+
+        Returns:
+            ScanQuerySet: One scan per provider, the latest one.
+        """
+        return (
+            self._eligible_for_latest()
+            .order_by("provider_id", *self.LATEST_ORDER_BY)
+            .distinct("provider_id")
+        )
+
+    def latest_ids_per_provider(self) -> list[UUID]:
+        """Evaluate `latest_per_provider` and return the scan ids.
+
+        The ids are materialised so callers can pass them as a literal `IN`
+        list; as a subquery Postgres misestimates the row count and picks a
+        slow nested loop.
+
+        Returns:
+            list[UUID]: The id of each provider's latest scan.
+        """
+        return list(self.latest_per_provider().values_list("id", flat=True))
+
+    def latest_first(self) -> "ScanQuerySet":
+        """Order eligible scans newest first, without deduplicating per provider.
+
+        Expects the queryset to be already filtered to a single provider.
+
+        Returns:
+            ScanQuerySet: The eligible scans, latest first.
+        """
+        return self._eligible_for_latest().order_by(*self.LATEST_ORDER_BY)
+
+
 class Scan(RowLevelSecurityProtectedModel):
-    objects = ActiveProviderManager()
-    all_objects = models.Manager()
+    objects = ActiveProviderManager.from_queryset(ScanQuerySet)()
+    all_objects = ScanQuerySet.as_manager()
 
     _SCOPING_SCANNER_ARG_KEYS_CACHE: tuple[str, ...] | None = None
 
@@ -726,6 +783,12 @@ class Scan(RowLevelSecurityProtectedModel):
                 name="scans_prov_state_ins_desc_idx",
             ),
             # TODO This might replace `scans_prov_state_ins_desc_idx` completely. Review usage
+            # Since `ScanQuerySet`, no code path reads a provider's
+            # completed scans by `-inserted_at`. The only query left that
+            # matches this index (and `scans_prov_state_ins_desc_idx` above)
+            # is `GET /scans?filter[provider]=…&filter[state]=completed` with
+            # the default sort. Both are candidates to drop in a follow-up
+            # once production `pg_stat_user_indexes.idx_scan` confirms it.
             models.Index(
                 fields=["tenant_id", "provider_id", "-inserted_at"],
                 condition=Q(state=StateChoices.COMPLETED),
@@ -1380,6 +1443,15 @@ class Invitation(RowLevelSecurityProtectedModel):
             self.email = self.email.strip().lower()
         super().save(*args, **kwargs)
 
+    @classmethod
+    def lapsed_q(cls):
+        """Pending invitations whose expiry date has already passed."""
+        return Q(state=cls.State.PENDING, expires_at__lte=datetime.now(UTC))
+
+    @property
+    def is_lapsed(self):
+        return self.state == self.State.PENDING and self.expires_at <= datetime.now(UTC)
+
     class Meta(RowLevelSecurityProtectedModel.Meta):
         db_table = "invitations"
 

api/src/backend/api/partitions.py

@@ -6,6 +6,7 @@ from api.rls import RowLevelSecurityConstraint
 from api.uuid_utils import datetime_to_uuid7
 from dateutil.relativedelta import relativedelta
 from django.conf import settings
+from django.core.exceptions import ImproperlyConfigured
 from psqlextra.partitioning import (
     PostgresPartitioningError,
     PostgresPartitioningManager,
@@ -153,10 +154,17 @@ class PostgresUUIDv7PartitioningStrategy(PostgresRangePartitioningStrategy):
         )
 
 
-def relative_days_or_none(value):
-    if value is None:
+def relative_months_or_none(value):
+    # A negative value would set the cutoff in the future and delete every
+    # partition, so it is rejected rather than silently ignored.
+    if value is not None and value < 0:
+        raise ImproperlyConfigured(
+            "FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS must not be negative; "
+            "leave it unset or use 0 to keep partitions indefinitely"
+        )
+    if not value:
         return None
-    return relativedelta(days=value)
+    return relativedelta(months=value)
 
 
 #
@@ -173,7 +181,7 @@ manager = PostgresPartitioningManager(
                     months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                 ),
                 count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                     settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                 ),
                 name_format="%Y_%b",
@@ -189,7 +197,7 @@ manager = PostgresPartitioningManager(
                     months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                 ),
                 count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                     settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                 ),
                 name_format="%Y_%b",

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

@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
   title: Prowler API
-  version: 1.38.0
+  version: 1.45.0
   description: |-
     Prowler API specification.
 

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

@@ -1590,8 +1590,8 @@ class TestAPIKeyMultiTenantWorkflows:
         tenant1 = tenants_fixture[0]
         tenant2 = tenants_fixture[1]
 
-        Membership.objects.create(user=user, tenant=tenant1)
-        Membership.objects.create(user=user, tenant=tenant2)
+        membership1 = Membership.objects.create(user=user, tenant=tenant1)
+        membership2 = Membership.objects.create(user=user, tenant=tenant2)
 
         role1 = Role.objects.create(
             tenant_id=tenant1.id,
@@ -1646,6 +1646,27 @@ class TestAPIKeyMultiTenantWorkflows:
         assert me_response1.json()["data"]["id"] == str(user.id)
         assert me_response2.json()["data"]["id"] == str(user.id)
 
+        memberships1 = {
+            item["id"]: item["meta"]["active"]
+            for item in me_response1.json()["data"]["relationships"]["memberships"][
+                "data"
+            ]
+        }
+        memberships2 = {
+            item["id"]: item["meta"]["active"]
+            for item in me_response2.json()["data"]["relationships"]["memberships"][
+                "data"
+            ]
+        }
+        assert memberships1 == {
+            str(membership1.id): True,
+            str(membership2.id): False,
+        }
+        assert memberships2 == {
+            str(membership1.id): False,
+            str(membership2.id): True,
+        }
+
     def test_api_key_cannot_access_different_tenant_resources(
         self, tenants_fixture, aws_provider
     ):

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

@@ -111,6 +111,110 @@ def _verify_local_email(user):
     )
 
 
+def test_social_account_name_falls_back_to_login_for_blank_name():
+    adapter = ProwlerSocialAccountAdapter()
+
+    name = adapter._get_social_account_name(
+        {"name": "   ", "login": "octocat"},
+        "verified@example.com",
+    )
+
+    assert name == "octocat"
+
+
+@pytest.mark.parametrize("provider_name", [None, "", "   ", 123, ["name"]])
+def test_social_account_name_ignores_unusable_provider_names(provider_name):
+    adapter = ProwlerSocialAccountAdapter()
+
+    name = adapter._get_social_account_name(
+        {"name": provider_name, "login": "octocat"},
+        "verified@example.com",
+    )
+
+    assert name == "octocat"
+
+
+def test_social_account_name_uses_login_when_name_is_missing():
+    adapter = ProwlerSocialAccountAdapter()
+
+    name = adapter._get_social_account_name(
+        {"login": "octocat"},
+        "verified@example.com",
+    )
+
+    assert name == "octocat"
+
+
+def test_social_account_name_falls_back_to_username_then_email():
+    adapter = ProwlerSocialAccountAdapter()
+
+    username_name = adapter._get_social_account_name(
+        {"name": "ab", "login": None, "username": "  monalisa  "},
+        "verified@example.com",
+    )
+    email_name = adapter._get_social_account_name({}, "  verified@example.com  ")
+
+    assert username_name == "monalisa"
+    assert email_name == "verified@example.com"
+
+
+def test_social_account_name_trims_and_limits_provider_name():
+    adapter = ProwlerSocialAccountAdapter()
+    max_length = User._meta.get_field("name").max_length
+
+    trimmed_name = adapter._get_social_account_name(
+        {"name": "  Ada Lovelace  "},
+        "verified@example.com",
+    )
+    limited_name = adapter._get_social_account_name(
+        {"name": "a" * (max_length + 1)},
+        "verified@example.com",
+    )
+
+    assert trimmed_name == "Ada Lovelace"
+    assert limited_name == "a" * max_length
+
+
+def test_social_account_name_rejects_missing_identity():
+    adapter = ProwlerSocialAccountAdapter()
+
+    with pytest.raises(
+        ValueError,
+        match="Social account does not provide a valid user identity",
+    ):
+        adapter._get_social_account_name({}, "")
+
+
+def test_save_user_applies_normalized_social_account_name(rf):
+    adapter = ProwlerSocialAccountAdapter()
+    request = rf.post("/")
+    request.session = {}
+    sociallogin = MagicMock(spec=SocialLogin)
+    sociallogin.provider = MagicMock()
+    sociallogin.provider.id = "github"
+    sociallogin.account = MagicMock()
+    sociallogin.account.extra_data = {"name": None, "login": "  octocat  "}
+    user = User(email="verified@example.com")
+    user.save = MagicMock()
+    invitation = SimpleNamespace(tenant_id="tenant-id")
+
+    with (
+        patch("api.adapters.super") as mock_super,
+        patch("api.adapters.transaction.atomic"),
+        patch("api.adapters.write_db_alias"),
+        patch.object(adapter, "_get_invitation_token", return_value="token"),
+        patch(
+            "api.adapters.accept_invitation_for_user",
+            return_value=(invitation, True),
+        ),
+    ):
+        mock_super.return_value.save_user.return_value = user
+        saved_user = adapter.save_user(request, sociallogin)
+
+    assert saved_user.name == "octocat"
+    assert request.prowler_invitation_token == "token"
+
+
 @pytest.mark.django_db
 class TestProwlerSocialAccountAdapter:
     def test_get_user_by_email_returns_user(self, create_test_user):

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

@@ -187,6 +187,27 @@ class TestRoutingByDatabasePrefix:
         sink_backend_stub.drop_database.assert_called_once_with("db-tenant-abc")
         mock_ingest.drop_database.assert_not_called()
 
+    def test_list_databases_always_routes_to_ingest(self, sink_backend_stub):
+        with patch("api.attack_paths.database.ingest") as mock_ingest:
+            mock_ingest.list_databases.return_value = ["db-tmp-scan-uuid-1"]
+
+            assert db_module.list_databases() == ["db-tmp-scan-uuid-1"]
+
+        mock_ingest.list_databases.assert_called_once_with()
+
+    def test_ingest_list_databases_dedupes_cluster_rows(self):
+        from api.attack_paths.ingest import driver as ingest_driver
+
+        with patch.object(ingest_driver, "get_session") as mock_get_session:
+            session = mock_get_session.return_value.__enter__.return_value
+            session.run.return_value = [{"name": "db-tmp-scan-uuid-1"}]
+
+            assert ingest_driver.list_databases() == ["db-tmp-scan-uuid-1"]
+
+        session.run.assert_called_once_with(
+            "SHOW DATABASES YIELD name RETURN DISTINCT name"
+        )
+
     def test_clear_cache_routes_temp_to_ingest(self, sink_backend_stub):
         with patch("api.attack_paths.database.ingest") as mock_ingest:
             db_module.clear_cache("db-tmp-scan-uuid-1")

api/src/backend/api/tests/test_attack_paths_queries.py

@@ -22,7 +22,10 @@ from api.attack_paths.queries.aws import (
     AWS_STS_PRIVESC_CROSS_ACCOUNT_TRUST,
     AWS_STS_PRIVESC_WILDCARD_TRUST,
 )
-from api.attack_paths.queries.types import AttackPathsQueryDefinition
+from api.attack_paths.queries.types import (
+    AttackPathsQueryDefinition,
+    AttackPathsQueryOutcome,
+)
 
 # The pathfinding.cloud privilege-escalation queries added for PROWLER-2278.
 NEW_PATHFINDING_QUERIES = [
@@ -238,6 +241,50 @@ class TestAllQueriesUniqueIds:
         assert not duplicates, f"Duplicate query IDs found: {duplicates}"
 
 
+class TestQueryOutcomes:
+    """Every query carries a valid outcome (the graph's terminal impact)."""
+
+    def test_every_query_has_an_outcome(self):
+        # Completeness guard: a new query must be given an outcome, so the UI can
+        # always render a terminal outcome node.
+        missing = [q.id for q in AWS_QUERIES if q.outcome is None]
+        assert not missing, f"Queries without an outcome: {missing}"
+
+    def test_every_outcome_is_a_valid_member(self):
+        for query in AWS_QUERIES:
+            assert isinstance(query.outcome, AttackPathsQueryOutcome)
+            assert query.outcome.value.kind
+            assert query.outcome.value.label
+
+    @pytest.mark.parametrize(
+        "query, expected",
+        [
+            (
+                AWS_STS_PRIVESC_CROSS_ACCOUNT_TRUST,
+                AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
+            ),
+            (
+                AWS_IAM_PRIVESC_DELETE_USER_PERMISSIONS_BOUNDARY,
+                AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
+            ),
+        ],
+        ids=lambda v: getattr(v, "id", getattr(v, "name", "")),
+    )
+    def test_representative_outcomes(self, query, expected):
+        assert query.outcome is expected
+
+    def test_inventory_outcome_is_partial(self):
+        assert AttackPathsQueryOutcome.RESOURCE_INVENTORY.value.partial is True
+
+    def test_realized_outcomes_are_not_partial(self):
+        for outcome in (
+            AttackPathsQueryOutcome.CODE_EXECUTION,
+            AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
+            AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
+        ):
+            assert outcome.value.partial is False
+
+
 def _strip_comment_lines(cypher: str) -> str:
     """Drop `//` comment lines so keyword scans ignore prose in comments."""
     return "\n".join(

api/src/backend/api/tests/test_attack_paths_service_privesc_queries.py

@@ -0,0 +1,133 @@
+"""
+Structural validation for the pathfinding.cloud service privilege-escalation
+Attack Paths queries added in PROWLER-2279.
+
+These assert the conventions documented in
+`docs/developer-guide/attack-paths-queries.mdx`: list-typed policy properties are
+reached through `HAS_*` child-item traversals (never read as node fields),
+predicate functions unsupported on Neptune (`any`/`all`/`none`, regex `=~`) are
+absent, the finding probe is typed and filters only on `status`, and the
+`RETURN` shape preserves the `paths, dpf, dpfr` contract.
+"""
+
+import re
+
+import pytest
+from api.attack_paths.queries.aws import AWS_QUERIES
+from api.attack_paths.queries.types import AttackPathsQueryDefinition
+
+# IDs of the queries introduced for PROWLER-2279 (pathfinding.cloud coverage).
+PATHFINDING_2279_QUERY_IDS = [
+    "aws-batch-privesc-passrole-submit-job",
+    "aws-braket-privesc-passrole-create-job",
+    "aws-cognito-privesc-passrole-set-identity-pool-roles",
+    "aws-ecs-privesc-passrole-start-existing-task",
+    "aws-emr-privesc-passrole-run-job-flow",
+    "aws-emrserverless-privesc-passrole-start-job",
+    "aws-gamelift-privesc-passrole-create-fleet",
+    "aws-glue-privesc-passrole-create-session",
+    "aws-imagebuilder-privesc-passrole-create-image",
+    "aws-kinesisanalytics-privesc-passrole-create-application",
+    "aws-omics-privesc-passrole-start-run",
+    "aws-scheduler-privesc-passrole-create-schedule",
+    "aws-ssm-privesc-passrole-automation",
+    "aws-stepfunctions-privesc-passrole-create-state-machine",
+    "aws-batch-privesc-submit-existing-job",
+    "aws-codedeploy-privesc-create-deployment",
+    "aws-stepfunctions-privesc-update-state-machine",
+    "aws-iam-privesc-delete-role-boundary-assume-role",
+    "aws-sso-privesc-attach-managed-policy-permission-set",
+    "aws-sso-privesc-put-inline-policy-permission-set",
+]
+
+_BY_ID = {q.id: q for q in AWS_QUERIES}
+NEW_QUERIES = [_BY_ID[qid] for qid in PATHFINDING_2279_QUERY_IDS if qid in _BY_ID]
+
+NEPTUNE_UNSUPPORTED_PREDICATES = re.compile(r"\b(any|all|none)\s*\(", re.IGNORECASE)
+NORMALIZED_STATEMENT_FIELDS = ("action", "resource", "notaction", "notresource")
+
+
+def test_all_2279_queries_registered():
+    missing = [qid for qid in PATHFINDING_2279_QUERY_IDS if qid not in _BY_ID]
+    assert not missing, f"queries not registered in AWS_QUERIES: {missing}"
+
+
+class TestServicePrivescQuerySchema:
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_is_query_definition(self, query):
+        assert isinstance(query, AttackPathsQueryDefinition)
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_id_kebab_and_aws_prefixed(self, query):
+        assert query.id.startswith("aws-")
+        assert re.match(r"^[a-z0-9]+(-[a-z0-9]+)*$", query.id)
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_provider_is_aws(self, query):
+        assert query.provider == "aws"
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_has_metadata(self, query):
+        assert query.name and len(query.name) > 5
+        assert query.short_description and len(query.short_description) > 10
+        assert query.description and len(query.description) > 20
+        assert isinstance(query.parameters, list)
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_attribution_links_pathfinding(self, query):
+        assert query.attribution is not None
+        assert "pathfinding.cloud" in query.attribution.text
+        assert query.attribution.link.startswith("https://pathfinding.cloud/paths/")
+
+
+class TestServicePrivescQueryCypher:
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_anchored_and_provider_scoped(self, query):
+        assert "(aws:AWSAccount {id: $provider_uid})" in query.cypher
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_finding_label_interpolated(self, query):
+        assert "PROWLER_FINDING_LABEL" not in query.cypher
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_typed_status_scoped_finding_probe(self, query):
+        assert re.search(
+            r"-\[pfr:HAS_FINDING\]-\(pf:ProwlerFinding \{status: 'FAIL'\}\)",
+            query.cypher,
+        ), f"{query.id} lacks the typed, status-scoped finding probe"
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_return_contract(self, query):
+        assert re.search(
+            r"RETURN paths, collect\(DISTINCT pf\) as dpf, "
+            r"collect\(DISTINCT pfr\) as dpfr",
+            query.cypher,
+        )
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_no_neptune_unsupported_predicates(self, query):
+        m = NEPTUNE_UNSUPPORTED_PREDICATES.search(query.cypher)
+        assert m is None, f"{query.id} uses '{m.group().strip()}' (not Neptune-safe)"
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_no_regex_operator(self, query):
+        assert "=~" not in query.cypher
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_does_not_read_normalized_list_fields(self, query):
+        for field in NORMALIZED_STATEMENT_FIELDS:
+            assert not re.search(rf"\.{field}\b", query.cypher), (
+                f"{query.id} reads normalized list field '.{field}' as a property; "
+                f"traverse the HAS_{field.upper()} edge instead"
+            )
+
+    @pytest.mark.parametrize("query", NEW_QUERIES, ids=lambda q: q.id)
+    def test_read_only(self, query):
+        no_comments = "\n".join(
+            line
+            for line in query.cypher.split("\n")
+            if not line.strip().startswith("//")
+        )
+        assert not re.search(
+            r"\b(CREATE|MERGE|SET|DELETE|REMOVE|DETACH)\b", no_comments, re.IGNORECASE
+        )

api/src/backend/api/tests/test_models.py

@@ -1,14 +1,16 @@
-from datetime import UTC, datetime
+from datetime import UTC, datetime, timedelta
 
 import pytest
 from allauth.socialaccount.models import SocialApp
 from api.db_router import MainRouter
 from api.models import (
+    Provider,
     ProviderComplianceScore,
     Resource,
     ResourceTag,
     SAMLConfiguration,
     SAMLDomainIndex,
+    Scan,
     StateChoices,
     StatusChoices,
     TenantComplianceSummary,
@@ -524,3 +526,226 @@ class TestTenantComplianceSummaryModel:
 
         assert summary1.id != summary2.id
         assert summary1.requirements_passed != summary2.requirements_passed
+
+
+def _latest_scan_fixture(tenant, provider, *, completed_at, inserted_at=None, **kwargs):
+    scan = Scan.objects.create(
+        tenant_id=tenant.id,
+        provider=provider,
+        trigger=kwargs.pop("trigger", Scan.TriggerChoices.MANUAL),
+        state=kwargs.pop("state", StateChoices.COMPLETED),
+        completed_at=completed_at,
+        **kwargs,
+    )
+    if inserted_at is not None:
+        # `inserted_at` is auto_now_add, so it has to be forced after the fact.
+        Scan.all_objects.filter(pk=scan.pk).update(inserted_at=inserted_at)
+        scan.refresh_from_db()
+    return scan
+
+
+@pytest.mark.django_db
+class TestScanQuerySetOrdering:
+    def test_completed_later_wins_over_inserted_later(
+        self, tenants_fixture, aws_provider
+    ):
+        """The scan that FINISHED last is current, not the one that started last."""
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        finished_last = _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=3),
+            completed_at=now,
+        )
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=1),
+            completed_at=now - timedelta(hours=1),
+        )
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [finished_last.id]
+
+    def test_null_completed_at_provider_is_still_returned(
+        self, tenants_fixture, aws_provider
+    ):
+        """NULLS LAST, not `completed_at__isnull=False`.
+
+        Excluding NULL `completed_at` would drop the provider from every
+        "latest" endpoint instead of falling back to `inserted_at`.
+        """
+        tenant, *_ = tenants_fixture
+        only_scan = _latest_scan_fixture(tenant, aws_provider, completed_at=None)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [only_scan.id]
+
+    def test_null_completed_at_never_outranks_a_finished_scan(
+        self, tenants_fixture, aws_provider
+    ):
+        """Postgres sorts NULLs first under DESC; NULLS LAST is what fixes it."""
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        finished = _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now - timedelta(hours=2),
+            completed_at=now - timedelta(hours=2),
+        )
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            inserted_at=now,
+            completed_at=None,
+        )
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [finished.id]
+
+    def test_id_breaks_an_exact_timestamp_tie_deterministically(
+        self, tenants_fixture, aws_provider
+    ):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        scans = [
+            _latest_scan_fixture(
+                tenant, aws_provider, inserted_at=now, completed_at=now
+            )
+            for _ in range(3)
+        ]
+        expected = max(scan.id for scan in scans)
+
+        picks = {
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider()[0]
+            for _ in range(5)
+        }
+        assert picks == {expected}
+
+
+@pytest.mark.django_db
+class TestScanQuerySetEligibility:
+    def test_unfinished_scans_are_excluded(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        _latest_scan_fixture(
+            tenant,
+            aws_provider,
+            completed_at=None,
+            state=StateChoices.EXECUTING,
+        )
+        assert (
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+        )
+
+
+@pytest.mark.django_db
+class TestScanQuerySetManagerChoice:
+    def test_active_manager_hides_soft_deleted_providers(
+        self, tenants_fixture, aws_provider
+    ):
+        """`Scan.objects` drops soft-deleted providers, `all_objects` keeps them.
+
+        The queryset must not decide this for the caller.
+        """
+        tenant, *_ = tenants_fixture
+        scan = _latest_scan_fixture(
+            tenant, aws_provider, completed_at=datetime.now(UTC)
+        )
+
+        Provider.all_objects.filter(pk=aws_provider.pk).update(is_deleted=True)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id
+        ).latest_ids_per_provider() == [scan.id]
+        assert Scan.objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+
+
+@pytest.mark.django_db
+class TestScanQuerySetPerProviderScoping:
+    def test_one_scan_per_provider(self, tenants_fixture, aws_provider_pair):
+        tenant, *_ = tenants_fixture
+        provider_one, provider_two = aws_provider_pair
+        now = datetime.now(UTC)
+
+        newest_one = _latest_scan_fixture(tenant, provider_one, completed_at=now)
+        _latest_scan_fixture(tenant, provider_one, completed_at=now - timedelta(days=1))
+        newest_two = _latest_scan_fixture(tenant, provider_two, completed_at=now)
+
+        assert set(
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider()
+        ) == {newest_one.id, newest_two.id}
+
+    def test_caller_filters_are_preserved(self, tenants_fixture, aws_provider_pair):
+        tenant, *_ = tenants_fixture
+        provider_one, provider_two = aws_provider_pair
+        now = datetime.now(UTC)
+
+        scan_one = _latest_scan_fixture(tenant, provider_one, completed_at=now)
+        _latest_scan_fixture(tenant, provider_two, completed_at=now)
+
+        assert Scan.all_objects.filter(
+            tenant_id=tenant.id, provider__in=[provider_one]
+        ).latest_ids_per_provider() == [scan_one.id]
+
+    def test_latest_first_is_ordered_not_deduplicated(
+        self, tenants_fixture, aws_provider
+    ):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        newest = _latest_scan_fixture(tenant, aws_provider, completed_at=now)
+        older = _latest_scan_fixture(
+            tenant, aws_provider, completed_at=now - timedelta(days=1)
+        )
+
+        ordered = list(
+            Scan.all_objects.filter(
+                tenant_id=tenant.id, provider_id=aws_provider.id
+            ).latest_first()
+        )
+        assert [scan.id for scan in ordered] == [newest.id, older.id]
+
+    def test_tenant_isolation(self, tenants_fixture, aws_provider):
+        tenant, other_tenant, *_ = tenants_fixture
+        _latest_scan_fixture(tenant, aws_provider, completed_at=datetime.now(UTC))
+
+        assert (
+            Scan.all_objects.filter(tenant_id=other_tenant.id).latest_ids_per_provider()
+            == []
+        )
+
+    def test_empty_queryset_returns_empty_list(self, tenants_fixture):
+        tenant, *_ = tenants_fixture
+        assert (
+            Scan.all_objects.filter(tenant_id=tenant.id).latest_ids_per_provider() == []
+        )
+
+
+@pytest.mark.django_db
+class TestScanQuerySetPerProviderQuerysetShape:
+    def test_returns_a_queryset_not_a_list(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        _latest_scan_fixture(tenant, aws_provider, completed_at=datetime.now(UTC))
+
+        qs = Scan.all_objects.filter(tenant_id=tenant.id).latest_per_provider()
+        # Callers chain .values(...) / .values_list(...) onto this.
+        assert qs.values_list("provider_id", flat=True).count() == 1
+
+
+@pytest.mark.django_db
+class TestScanQuerySetRelatedManager:
+    def test_reverse_relation_exposes_the_methods(self, tenants_fixture, aws_provider):
+        tenant, *_ = tenants_fixture
+        now = datetime.now(UTC)
+
+        newest = _latest_scan_fixture(tenant, aws_provider, completed_at=now)
+        _latest_scan_fixture(tenant, aws_provider, completed_at=now - timedelta(days=1))
+
+        assert aws_provider.scans.latest_first().first().id == newest.id

api/src/backend/api/tests/test_partitions.py

@@ -0,0 +1,63 @@
+from datetime import UTC, datetime
+from itertools import islice
+
+import pytest
+from api.partitions import (
+    PostgresUUIDv7PartitioningStrategy,
+    relative_months_or_none,
+)
+from dateutil.relativedelta import relativedelta
+from django.core.exceptions import ImproperlyConfigured
+from psqlextra.partitioning import PostgresTimePartitionSize
+
+
+def build_strategy(max_age):
+    return PostgresUUIDv7PartitioningStrategy(
+        size=PostgresTimePartitionSize(months=1),
+        count=1,
+        start_date=datetime.now(UTC),
+        max_age=max_age,
+        name_format="%Y_%b",
+    )
+
+
+class TestRelativeMonthsOrNone:
+    @pytest.mark.parametrize("value", [None, 0])
+    def test_unset_or_zero_keeps_partitions_indefinitely(self, value):
+        assert relative_months_or_none(value) is None
+
+    @pytest.mark.parametrize("months", [1, 3, 12])
+    def test_value_is_interpreted_as_months(self, months):
+        assert relative_months_or_none(months) == relativedelta(months=months)
+
+    def test_value_is_not_interpreted_as_days(self):
+        assert relative_months_or_none(12) != relativedelta(days=12)
+
+    def test_negative_is_rejected(self):
+        with pytest.raises(ImproperlyConfigured):
+            relative_months_or_none(-12)
+
+
+class TestToDelete:
+    @pytest.mark.parametrize("max_age", [None, relative_months_or_none(0)])
+    def test_nothing_is_deleted_without_max_age(self, max_age):
+        strategy = build_strategy(max_age)
+
+        assert list(islice(strategy.to_delete(), 5)) == []
+
+    def test_first_deleted_partition_is_max_age_old(self):
+        months = 3
+        strategy = build_strategy(relative_months_or_none(months))
+
+        first = next(strategy.to_delete())
+
+        expected = strategy.get_start_datetime() - relativedelta(months=months)
+        assert first.name() == expected.strftime("%Y_%b").lower()
+
+    def test_deleted_partitions_go_further_back_in_time(self):
+        strategy = build_strategy(relative_months_or_none(3))
+
+        names = [p.name() for p in islice(strategy.to_delete(), 3)]
+        starts = [datetime.strptime(n, "%Y_%b") for n in names]
+
+        assert starts == sorted(starts, reverse=True)

api/src/backend/api/tests/test_sentry.py

@@ -1,9 +1,10 @@
+import errno
 import logging
 from unittest.mock import MagicMock, patch
 
 import pytest
 from config.settings import sentry as sentry_settings
-from config.settings.sentry import before_send
+from config.settings.sentry import before_send, errno_fingerprint
 
 
 def test_initialize_sentry_skips_without_dsn():
@@ -188,3 +189,165 @@ def test_before_send_passes_non_defunct_neo4j_log():
     event = MagicMock()
 
     assert before_send(event, hint) == event
+
+
+def _filesystem_hint(exception, msg="Error generating output directory"):
+    """Build the hint the logging integration sends for a filesystem failure."""
+    exc_info = (type(exception), exception, exception.__traceback__)
+    log_record = _make_log_record(msg)
+    log_record.exc_info = exc_info
+    setattr(
+        log_record,
+        sentry_settings.ERROR_CATEGORY_ATTRIBUTE,
+        sentry_settings.FILESYSTEM_ERROR_CATEGORY,
+    )
+    return {"log_record": log_record, "exc_info": exc_info}
+
+
+@pytest.mark.parametrize(
+    ("error_number", "message", "expected_suffix"),
+    [
+        (errno.ENOSPC, "No space left on device", "errno:ENOSPC"),
+        (errno.ENOENT, "No such file or directory", "errno:ENOENT"),
+        (errno.EACCES, "Permission denied", "errno:EACCES"),
+    ],
+)
+def test_before_send_fingerprints_oserror_by_errno(
+    error_number, message, expected_suffix
+):
+    """Filesystem failures raised from the same call site must not be merged."""
+    event = {}
+
+    result = before_send(event, _filesystem_hint(OSError(error_number, message)))
+
+    assert result is event
+    assert event["fingerprint"] == ["{{ default }}", expected_suffix]
+
+
+def test_before_send_fingerprints_differ_per_errno():
+    """ENOSPC and ENOENT from the same call site produce different issues."""
+    enospc_event = {}
+    enoent_event = {}
+
+    before_send(
+        enospc_event, _filesystem_hint(OSError(errno.ENOSPC, "No space left on device"))
+    )
+    before_send(
+        enoent_event,
+        _filesystem_hint(OSError(errno.ENOENT, "No such file or directory")),
+    )
+
+    assert enospc_event["fingerprint"] != enoent_event["fingerprint"]
+
+
+def test_before_send_fingerprints_wrapped_oserror():
+    """The errno is found even when the OSError is wrapped by another error."""
+    try:
+        try:
+            raise OSError(errno.ENOSPC, "No space left on device")
+        except OSError as os_error:
+            raise RuntimeError("Error generating output directory") from os_error
+    except RuntimeError as wrapper:
+        event = {}
+        before_send(event, _filesystem_hint(wrapper))
+
+    assert event["fingerprint"] == ["{{ default }}", "errno:ENOSPC"]
+
+
+def test_before_send_does_not_fingerprint_non_oserror():
+    """Non-filesystem exceptions keep Sentry's default grouping."""
+    event = {}
+
+    result = before_send(event, _filesystem_hint(ValueError("boom")))
+
+    assert result is event
+    assert "fingerprint" not in event
+
+
+def test_before_send_does_not_fingerprint_unrelated_oserror_log():
+    """Only records declaring the filesystem category opt into the errno grouping."""
+    exception = OSError(errno.ENOSPC, "No space left on device")
+    log_record = _make_log_record("Unrelated failure")
+    exc_info = (OSError, exception, None)
+    log_record.exc_info = exc_info
+    event = {}
+
+    result = before_send(event, {"log_record": log_record, "exc_info": exc_info})
+
+    assert result is event
+    assert "fingerprint" not in event
+
+
+def test_before_send_does_not_fingerprint_exception_events():
+    """Exception events without a log record keep Sentry's default grouping."""
+    event = {}
+
+    result = before_send(
+        event,
+        {"exc_info": (OSError, OSError(errno.ENOSPC, "No space left on device"), None)},
+    )
+
+    assert result is event
+    assert "fingerprint" not in event
+
+
+@pytest.mark.parametrize("fingerprint", [["scope-fingerprint"], []])
+def test_before_send_keeps_existing_fingerprint(fingerprint):
+    """A fingerprint set by a scope or an integration is never overwritten."""
+    expected_fingerprint = fingerprint.copy()
+    event = {"fingerprint": fingerprint}
+
+    before_send(
+        event, _filesystem_hint(OSError(errno.ENOSPC, "No space left on device"))
+    )
+
+    assert event["fingerprint"] == expected_fingerprint
+
+
+def test_before_send_ignores_suppressed_context():
+    """`raise ... from None` hides the context, so it must not group the event."""
+    try:
+        try:
+            raise OSError(errno.ENOSPC, "No space left on device")
+        except OSError:
+            raise RuntimeError("Error generating output directory") from None
+    except RuntimeError as wrapper:
+        event = {}
+        before_send(event, _filesystem_hint(wrapper))
+
+    assert "fingerprint" not in event
+
+
+def test_errno_fingerprint_follows_implicit_context():
+    """An implicit `raise` during handling still exposes the original errno."""
+    try:
+        try:
+            raise OSError(errno.EACCES, "Permission denied")
+        except OSError:
+            raise RuntimeError("Error generating output directory")
+    except RuntimeError as wrapper:
+        assert errno_fingerprint(wrapper) == "errno:EACCES"
+
+
+def test_before_send_does_not_fingerprint_oserror_without_errno():
+    """An OSError without errno has nothing to split the issue by."""
+    event = {}
+
+    before_send(event, _filesystem_hint(OSError("no errno here")))
+
+    assert "fingerprint" not in event
+
+
+def test_errno_fingerprint_uses_raw_number_for_unknown_errno():
+    """Unmapped errno values still split the issue instead of being dropped."""
+    assert errno_fingerprint(OSError(9999, "unknown")) == "errno:9999"
+
+
+def test_errno_fingerprint_stops_on_self_referencing_chain():
+    """A cyclic exception chain must not hang the fingerprint lookup."""
+    first = ValueError("first")
+    second = ValueError("second")
+    first.__cause__ = second
+    second.__cause__ = first
+
+    assert errno_fingerprint(first) is None

api/src/backend/api/tests/test_views.py

@@ -19,6 +19,7 @@ from allauth.account.models import EmailAddress
 from allauth.socialaccount.models import SocialAccount, SocialApp
 from api.attack_paths import (
     AttackPathsQueryDefinition,
+    AttackPathsQueryOutcome,
     AttackPathsQueryParameterDefinition,
 )
 from api.compliance import get_compliance_frameworks
@@ -77,10 +78,11 @@ from conftest import (
     today_after_n_days,
 )
 from django.conf import settings
-from django.db import close_old_connections, connection
+from django.db import close_old_connections, connection, connections
 from django.db.models import Count
+from django.db.models.signals import pre_delete
 from django.http import JsonResponse
-from django.test import RequestFactory
+from django.test import RequestFactory, override_settings
 from django.test.utils import CaptureQueriesContext
 from django.urls import reverse
 from django_celery_results.models import TaskResult
@@ -518,6 +520,50 @@ class TestUserViewSet:
         assert error_field in response.json()["errors"][0]["source"]["pointer"]
 
 
+@pytest.mark.requires_test_admin_alias
+@pytest.mark.django_db(transaction=True, databases=["default", "admin"])
+class TestTenantDeletionTransactions:
+    @patch("api.v1.views.delete_tenant_task.apply_async")
+    def test_delete_rolls_back_memberships_when_user_cleanup_fails(
+        self,
+        delete_tenant_mock,
+        authenticated_client,
+        tenants_fixture,
+    ):
+        assert connections["default"] is not connections["admin"]
+
+        _, tenant, _ = tenants_fixture
+        exclusive_user = User.objects.create_user(
+            name="exclusive user",
+            password=TEST_PASSWORD,
+            email="exclusive-user@example.com",
+        )
+        membership = Membership.objects.create(
+            user=exclusive_user,
+            tenant=tenant,
+            role=Membership.RoleChoices.MEMBER,
+        )
+
+        def fail_user_cleanup(*, instance, **kwargs):
+            if instance.pk == exclusive_user.pk:
+                raise RuntimeError("Simulated user cleanup failure.")
+
+        pre_delete.connect(fail_user_cleanup, sender=User)
+        try:
+            with (
+                patch.object(MainRouter, "admin_db", "admin"),
+                pytest.raises(RuntimeError, match=r"Simulated user cleanup failure\."),
+            ):
+                authenticated_client.delete(
+                    reverse("tenant-detail", kwargs={"pk": tenant.id})
+                )
+        finally:
+            pre_delete.disconnect(fail_user_cleanup, sender=User)
+
+        assert Membership.objects.using("admin").filter(pk=membership.pk).exists()
+        delete_tenant_mock.assert_not_called()
+
+
 @pytest.mark.django_db
 class TestTenantViewSet:
     @pytest.fixture
@@ -3905,6 +3951,43 @@ class TestScanViewSet:
         mock_enqueue_scan_execution.assert_called_once()
         # assert scan.scanner_args == expected_scanner_args
 
+    @patch("api.v1.views.enqueue_scan_execution_on_commit")
+    def test_scans_create_returns_the_scan_id_in_task_args(
+        self,
+        mock_enqueue_scan_execution,
+        authenticated_client,
+        okta_provider,
+    ):
+        """The 202 is a task, so `task_args` is the only place the scan id is.
+
+        It is serialized before the on_commit publish that would otherwise fill
+        the kwargs, so the record has to carry them from the start.
+        """
+        payload = {
+            "data": {
+                "type": "scans",
+                "attributes": {"name": "New Scan"},
+                "relationships": {
+                    "provider": {
+                        "data": {"type": "providers", "id": str(okta_provider.id)}
+                    }
+                },
+            }
+        }
+
+        response = authenticated_client.post(
+            reverse("scan-list"),
+            data=payload,
+            content_type=API_JSON_CONTENT_TYPE,
+        )
+
+        assert response.status_code == status.HTTP_202_ACCEPTED
+        scan = Scan.objects.get()
+        assert response.json()["data"]["attributes"]["task_args"] == {
+            "scan_id": str(scan.id),
+            "provider_id": str(okta_provider.id),
+        }
+
     @patch("tasks.tasks.perform_scan_task.apply_async")
     def test_scans_create_queues_scan_when_provider_has_active_scan(
         self,
@@ -4494,6 +4577,52 @@ class TestScanViewSet:
         assert response.status_code == status.HTTP_302_FOUND
         assert response["Location"] == presigned_url
 
+    @override_settings(
+        DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL="https://storage.example.com",
+        DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID="access-key",
+        DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY="secret-key",
+        DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN="",
+        DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION="eu-west-1",
+    )
+    def test_report_s3_redirects_to_the_public_storage_host(
+        self, authenticated_client, scans_fixture, monkeypatch
+    ):
+        """The object is looked up internally but the redirect the browser follows is public."""
+        scan = scans_fixture[0]
+        bucket = "test-bucket"
+        key = "report.zip"
+        scan.output_location = f"s3://{bucket}/{key}"
+        scan.state = StateChoices.COMPLETED
+        scan.save()
+
+        monkeypatch.setattr(
+            "api.v1.views.env",
+            type("env", (), {"str": lambda self, *_args, **_kwargs: bucket})(),
+        )
+
+        head_calls = []
+
+        class InternalS3Client:
+            def head_object(self, Bucket, Key):
+                head_calls.append((Bucket, Key))
+                return {}
+
+            def generate_presigned_url(self, *_args, **_kwargs):
+                raise AssertionError("the internal client must not sign the redirect")
+
+        monkeypatch.setattr("api.v1.views.get_s3_client", lambda: InternalS3Client())
+
+        url = reverse("scan-report", kwargs={"pk": scan.id})
+        response = authenticated_client.get(url)
+
+        assert response.status_code == status.HTTP_302_FOUND
+        assert head_calls == [(bucket, key)]
+
+        location = urlparse(response["Location"])
+        assert location.netloc == "storage.example.com"
+        assert location.path == f"/{bucket}/{key}"
+        assert "X-Amz-Signature" in parse_qs(location.query)
+
     def test_report_s3_success_no_local_files(
         self, authenticated_client, scans_fixture, monkeypatch
     ):
@@ -5388,6 +5517,72 @@ class TestAttackPathsScanViewSet:
         assert payload[0]["attributes"]["name"] == "RDS inventory"
         assert payload[0]["attributes"]["parameters"][0]["name"] == "ip"
 
+    def test_attack_paths_queries_expose_outcome(
+        self,
+        authenticated_client,
+        aws_provider,
+        scans_fixture,
+        create_attack_paths_scan,
+    ):
+        provider = aws_provider
+        attack_paths_scan = create_attack_paths_scan(
+            provider,
+            scan=scans_fixture[0],
+        )
+
+        definitions = [
+            AttackPathsQueryDefinition(
+                id="aws-lambda-passrole",
+                name="Lambda passrole",
+                short_description="Pass a role to a new Lambda function.",
+                description="Pass a role to a new Lambda function and run code as it.",
+                provider=provider.provider,
+                cypher="MATCH (n) RETURN n",
+                outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
+            ),
+            AttackPathsQueryDefinition(
+                id="aws-rds-inventory",
+                name="RDS inventory",
+                short_description="List account RDS assets.",
+                description="List account RDS assets.",
+                provider=provider.provider,
+                cypher="MATCH (n) RETURN n",
+                outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
+            ),
+            AttackPathsQueryDefinition(
+                id="aws-no-outcome",
+                name="No outcome",
+                short_description="A query without an outcome.",
+                description="A query without an outcome.",
+                provider=provider.provider,
+                cypher="MATCH (n) RETURN n",
+            ),
+        ]
+
+        with patch("api.v1.views.get_queries_for_provider", return_value=definitions):
+            response = authenticated_client.get(
+                reverse(
+                    "attack-paths-scans-queries", kwargs={"pk": attack_paths_scan.id}
+                )
+            )
+
+        assert response.status_code == status.HTTP_200_OK
+        outcomes = {
+            item["id"]: item["attributes"]["outcome"]
+            for item in response.json()["data"]
+        }
+        assert outcomes["aws-lambda-passrole"] == {
+            "kind": "code_execution",
+            "label": "Code execution",
+            "partial": False,
+        }
+        assert outcomes["aws-rds-inventory"] == {
+            "kind": "resource_inventory",
+            "label": "Resource inventory",
+            "partial": True,
+        }
+        assert outcomes["aws-no-outcome"] is None
+
     def test_attack_paths_queries_returns_404_when_catalog_missing(
         self,
         authenticated_client,
@@ -8672,6 +8867,190 @@ class TestInvitationViewSet:
             user.id
         )
 
+    @staticmethod
+    def _invitation_create_payload(email, role):
+        return json.dumps(
+            {
+                "data": {
+                    "type": "invitations",
+                    "attributes": {"email": email},
+                    "relationships": {
+                        "roles": {"data": [{"type": "roles", "id": str(role.id)}]}
+                    },
+                }
+            }
+        )
+
+    @staticmethod
+    def _create_lapsed_invitation(email, tenant, inviter):
+        return Invitation.objects.create(
+            email=email,
+            state=Invitation.State.PENDING,
+            expires_at=datetime.now(UTC) - timedelta(days=1),
+            inviter=inviter,
+            tenant=tenant,
+        )
+
+    def test_invitations_create_with_lapsed_pending_invitation_for_same_email(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        roles_fixture,
+    ):
+        lapsed_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        lapsed_invitation.save()
+        other_email_lapsed_invitation = self._create_lapsed_invitation(
+            "other@prowler.com", tenants_fixture[0], create_test_user
+        )
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(
+                lapsed_invitation.email, roles_fixture[0]
+            ),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_201_CREATED
+        new_invitation = Invitation.objects.get(id=response.json()["data"]["id"])
+        assert new_invitation.email == lapsed_invitation.email
+        assert new_invitation.state == Invitation.State.PENDING
+        lapsed_invitation.refresh_from_db()
+        assert lapsed_invitation.state == Invitation.State.EXPIRED
+        expired_invitation.refresh_from_db()
+        assert expired_invitation.state == Invitation.State.EXPIRED
+        other_email_lapsed_invitation.refresh_from_db()
+        assert other_email_lapsed_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_create_with_active_pending_invitation_for_same_email(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        roles_fixture,
+    ):
+        active_invitation, _ = invitations_fixture
+        self._create_lapsed_invitation(
+            active_invitation.email, tenants_fixture[0], create_test_user
+        )
+        invitation_count = Invitation.objects.count()
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(
+                active_invitation.email, roles_fixture[0]
+            ),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["source"]["pointer"]
+            == "/data/attributes/email"
+        )
+        assert Invitation.objects.count() == invitation_count
+        active_invitation.refresh_from_db()
+        assert active_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_create_ignores_pending_invitations_from_other_tenants(
+        self, authenticated_client, create_test_user, tenants_fixture, roles_fixture
+    ):
+        email = "cross_tenant@prowler.com"
+        other_tenant = tenants_fixture[1]
+        other_tenant_lapsed_invitation = self._create_lapsed_invitation(
+            email, other_tenant, create_test_user
+        )
+        Invitation.objects.create(
+            email=email, inviter=create_test_user, tenant=other_tenant
+        )
+
+        response = authenticated_client.post(
+            reverse("invitation-list"),
+            data=self._invitation_create_payload(email, roles_fixture[0]),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_201_CREATED
+        other_tenant_lapsed_invitation.refresh_from_db()
+        assert other_tenant_lapsed_invitation.state == Invitation.State.PENDING
+
+    def test_invitations_report_lapsed_pending_invitation_as_expired(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+    ):
+        active_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation = self._create_lapsed_invitation(
+            "lapsed@prowler.com", tenants_fixture[0], create_test_user
+        )
+
+        list_response = authenticated_client.get(reverse("invitation-list"))
+        retrieve_response = authenticated_client.get(
+            reverse("invitation-detail", kwargs={"pk": lapsed_invitation.id})
+        )
+
+        assert list_response.status_code == status.HTTP_200_OK
+        assert retrieve_response.status_code == status.HTTP_200_OK
+        assert {
+            invitation["id"]: invitation["attributes"]["state"]
+            for invitation in list_response.json()["data"]
+        } == {
+            str(active_invitation.id): Invitation.State.PENDING.value,
+            str(expired_invitation.id): Invitation.State.EXPIRED.value,
+            str(lapsed_invitation.id): Invitation.State.EXPIRED.value,
+        }
+        assert (
+            retrieve_response.json()["data"]["attributes"]["state"]
+            == Invitation.State.EXPIRED.value
+        )
+
+    @pytest.mark.parametrize(
+        "filter_name, filter_value, expected_invitations",
+        [
+            ("state", "pending", {"active"}),
+            ("state", "expired", {"expired", "lapsed"}),
+            ("state", "accepted", set()),
+            ("state__in", "pending", {"active"}),
+            ("state__in", "expired", {"expired", "lapsed"}),
+            ("state__in", "pending,expired", {"active", "expired", "lapsed"}),
+            ("state__in", "accepted,revoked", set()),
+        ],
+    )
+    def test_invitations_filter_state_treats_lapsed_pending_as_expired(
+        self,
+        authenticated_client,
+        create_test_user,
+        tenants_fixture,
+        invitations_fixture,
+        filter_name,
+        filter_value,
+        expected_invitations,
+    ):
+        active_invitation, expired_invitation = invitations_fixture
+        lapsed_invitation = self._create_lapsed_invitation(
+            "lapsed@prowler.com", tenants_fixture[0], create_test_user
+        )
+        invitation_ids = {
+            "active": str(active_invitation.id),
+            "expired": str(expired_invitation.id),
+            "lapsed": str(lapsed_invitation.id),
+        }
+
+        response = authenticated_client.get(
+            reverse("invitation-list"), {f"filter[{filter_name}]": filter_value}
+        )
+
+        assert response.status_code == status.HTTP_200_OK
+        assert {invitation["id"] for invitation in response.json()["data"]} == {
+            invitation_ids[name] for name in expected_invitations
+        }
+
     @pytest.mark.parametrize(
         "email",
         [
@@ -8679,8 +9058,10 @@ class TestInvitationViewSet:
             "invalid_email@",
             # There is a pending invitation with this email
             "testing@prowler.com",
+            "TESTING@prowler.com",
             # User is already a member of the tenant
             TEST_USER,
+            TEST_USER.upper(),
         ],
     )
     def test_invitations_create_invalid_email(
@@ -8935,6 +9316,56 @@ class TestInvitationViewSet:
             == "This invitation cannot be revoked."
         )
 
+    def test_invitations_delete_lapsed_invitation(
+        self, authenticated_client, invitations_fixture
+    ):
+        invitation, *_ = invitations_fixture
+        invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        invitation.save()
+
+        response = authenticated_client.delete(
+            reverse("invitation-detail", kwargs={"pk": str(invitation.id)})
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["detail"]
+            == "This invitation cannot be revoked."
+        )
+        invitation.refresh_from_db()
+        assert invitation.state == Invitation.State.PENDING
+
+    def test_invitations_partial_update_lapsed_invitation(
+        self, authenticated_client, invitations_fixture
+    ):
+        invitation, *_ = invitations_fixture
+        invitation.expires_at = datetime.now(UTC) - timedelta(days=1)
+        invitation.save()
+        data = {
+            "data": {
+                "id": str(invitation.id),
+                "type": "invitations",
+                "attributes": {
+                    "email": invitation.email,
+                    "expires_at": self.TOMORROW_ISO,
+                },
+            }
+        }
+
+        response = authenticated_client.patch(
+            reverse("invitation-detail", kwargs={"pk": str(invitation.id)}),
+            data=json.dumps(data),
+            content_type="application/vnd.api+json",
+        )
+
+        assert response.status_code == status.HTTP_400_BAD_REQUEST
+        assert (
+            response.json()["errors"][0]["detail"]
+            == "This invitation cannot be updated."
+        )
+        invitation.refresh_from_db()
+        assert invitation.is_lapsed
+
     def test_invitations_accept_invitation_new_user(self, client, invitations_fixture):
         invitation, *_ = invitations_fixture
 
@@ -14561,6 +14992,37 @@ class TestSAMLConfigurationViewSet:
         assert not SAMLConfiguration.objects.filter(id=config.id).exists()
 
 
+@pytest.mark.django_db
+class TestSAMLACSView:
+    def test_get_is_not_allowed(self, client, saml_setup):
+        response = client.get(
+            reverse(
+                "saml_acs",
+                kwargs={"organization_slug": saml_setup["domain"]},
+            )
+        )
+
+        assert response.status_code == status.HTTP_405_METHOD_NOT_ALLOWED
+        assert response.headers["Allow"] == "POST"
+        assert "saml-acs-session" not in response.cookies
+
+    def test_post_is_forwarded_to_allauth(self, client, saml_setup):
+        response = client.post(
+            reverse(
+                "saml_acs",
+                kwargs={"organization_slug": saml_setup["domain"]},
+            ),
+            data={"SAMLResponse": "test-saml-response"},
+        )
+
+        assert response.status_code == status.HTTP_302_FOUND
+        assert response.url == reverse(
+            "saml_finish_acs",
+            kwargs={"organization_slug": saml_setup["domain"]},
+        )
+        assert "saml-acs-session" in response.cookies
+
+
 @pytest.mark.django_db
 class TestTenantFinishACSView:
     def test_dispatch_skips_if_user_not_authenticated(self, monkeypatch):
@@ -18190,19 +18652,14 @@ class TestMuteRuleViewSet:
         assert len(data) == 2
         assert data[0]["id"] == str(mute_rules_fixture[first_index].id)
 
-    @patch("api.v1.views.chain")
-    @patch("api.v1.views.reaggregate_all_finding_group_summaries_task.si")
-    @patch("api.v1.views.mute_historical_findings_task.si")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     @patch("api.v1.views.transaction.on_commit", side_effect=lambda fn: fn())
     def test_mute_rules_create_valid(
         self,
         _mock_on_commit,
-        mock_mute_signature,
-        mock_reaggregate_signature,
-        mock_chain,
+        mock_mute_task,
         authenticated_client,
         findings_fixture,
-        create_test_user,
     ):
         """Test creating a valid mute rule."""
         finding_ids = [str(findings_fixture[0].id)]
@@ -18229,24 +18686,20 @@ class TestMuteRuleViewSet:
         assert response_data["attributes"]["name"] == "New Mute Rule"
         assert response_data["attributes"]["reason"] == "Security exception approved"
 
-        # Verify the finding was immediately muted
-        from api.models import Finding
-
         finding = Finding.objects.get(id=findings_fixture[0].id)
-        assert finding.muted is True
-        assert finding.muted_at is not None
-        assert finding.muted_reason == "Security exception approved"
+        assert finding.muted is False
+        assert finding.muted_at is None
+        assert finding.muted_reason is None
 
-        # Verify background task chain was called: mute → reaggregate all
-        mock_mute_signature.assert_called_once()
-        mock_reaggregate_signature.assert_called_once()
-        mock_chain.assert_called_once_with(
-            mock_mute_signature.return_value,
-            mock_reaggregate_signature.return_value,
+        mock_mute_task.assert_called_once_with(
+            kwargs={
+                "tenant_id": str(finding.tenant_id),
+                "mute_rule_id": response_data["id"],
+                "provider_ids": [str(finding.scan.provider_id)],
+            }
         )
-        mock_chain.return_value.apply_async.assert_called_once()
 
-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     def test_mute_rules_create_converts_finding_ids_to_uids(
         self,
         mock_task,
@@ -18282,7 +18735,7 @@ class TestMuteRuleViewSet:
         ]
         assert set(mute_rule.finding_uids) == set(expected_uids)
 
-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     def test_mute_rules_deduplicates_uids(
         self,
         mock_task,
@@ -18349,10 +18802,10 @@ class TestMuteRuleViewSet:
 
         finding1.refresh_from_db()
         finding2.refresh_from_db()
-        assert finding1.muted is True
-        assert finding2.muted is True
+        assert finding1.muted is False
+        assert finding2.muted is False
 
-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     def test_mute_rules_create_overlap_detection_active(
         self,
         mock_task,
@@ -18385,7 +18838,7 @@ class TestMuteRuleViewSet:
             "already muted" in error_detail.lower() or "overlap" in error_detail.lower()
         )
 
-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     def test_mute_rules_create_no_overlap_with_inactive(
         self,
         mock_task,
@@ -18441,7 +18894,7 @@ class TestMuteRuleViewSet:
             == "/data/attributes/finding_ids"
         )
 
-    @patch("tasks.tasks.mute_historical_findings_task.apply_async")
+    @patch("api.v1.views.mute_findings_in_latest_scans_task.apply_async")
     def test_mute_rules_create_invalid_finding_ids(
         self, mock_task, authenticated_client
     ):

api/src/backend/api/v1/serializers.py

@@ -329,6 +329,15 @@ class TokenSwitchTenantSerializer(BaseSerializerV1):
 # Users
 
 
+class ActiveMembershipRelatedField(SerializerMethodResourceRelatedField):
+    def to_representation(self, value):
+        representation = super().to_representation(value)
+        representation["meta"] = {
+            "active": str(value.tenant_id) == str(self.context["request"].tenant_id),
+        }
+        return representation
+
+
 class UserSerializer(BaseModelSerializerV1):
     """
     Serializer for the User model.
@@ -390,6 +399,12 @@ class UserSerializer(BaseModelSerializerV1):
         )
 
 
+class UserMeSerializer(UserSerializer):
+    memberships = ActiveMembershipRelatedField(
+        many=True, read_only=True, source="memberships", method_name="get_memberships"
+    )
+
+
 class UserIncludeSerializer(UserSerializer):
     class Meta:
         model = User
@@ -1315,6 +1330,28 @@ class AttackPathsQuerySerializer(BaseSerializerV1):
     attribution = AttackPathsQueryAttributionSerializer(allow_null=True, required=False)
     provider = serializers.CharField()
     parameters = AttackPathsQueryParameterSerializer(many=True)
+    # The terminal impact the query leads to (e.g. {"kind": "code_execution",
+    # "label": "Code execution"}), or null if the query has none. The UI renders
+    # this as the graph's terminal outcome node.
+    outcome = serializers.SerializerMethodField()
+
+    @extend_schema_field(
+        {
+            "type": "object",
+            "nullable": True,
+            "properties": {
+                "kind": {"type": "string"},
+                "label": {"type": "string"},
+                "partial": {"type": "boolean"},
+            },
+        }
+    )
+    def get_outcome(self, definition):
+        outcome = getattr(definition, "outcome", None)
+        if outcome is None:
+            return None
+        meta = outcome.value
+        return {"kind": meta.kind, "label": meta.label, "partial": meta.partial}
 
     class JSONAPIMeta:
         resource_name = "attack-paths-queries"
@@ -2112,6 +2149,12 @@ class InvitationSerializer(RLSSerializer):
         if tenant_id is not None:
             self.fields["roles"].queryset = Role.objects.filter(tenant_id=tenant_id)
 
+    def to_representation(self, instance):
+        data = super().to_representation(instance)
+        if instance.is_lapsed:
+            data["state"] = Invitation.State.EXPIRED.value
+        return data
+
     class Meta:
         model = Invitation
         fields = [
@@ -2138,6 +2181,7 @@ class InvitationBaseWriteSerializer(BaseWriteSerializer):
             self.fields["roles"].queryset = Role.objects.filter(tenant_id=tenant_id)
 
     def validate_email(self, value):
+        value = value.strip().lower()
         user = User.objects.filter(email=value).first()
         tenant_id = self.context["tenant_id"]
         if user and Membership.objects.filter(user=user, tenant=tenant_id).exists():
@@ -2145,9 +2189,13 @@ class InvitationBaseWriteSerializer(BaseWriteSerializer):
                 "The user may already be a member of the tenant or there was an issue with the "
                 "email provided."
             )
-        if Invitation.objects.filter(
-            email=value, state=Invitation.State.PENDING
-        ).exists():
+        pending_invitations = Invitation.objects.filter(
+            tenant_id=tenant_id, email=value, state=Invitation.State.PENDING
+        )
+        pending_invitations.filter(Invitation.lapsed_q()).update(
+            state=Invitation.State.EXPIRED
+        )
+        if pending_invitations.filter(expires_at__gt=datetime.now(UTC)).exists():
             raise ValidationError(
                 "Unable to process your request. Please check the information provided and "
                 "try again."

api/src/backend/api/v1/urls.py

@@ -46,6 +46,7 @@ from api.v1.views import (
 from django.http import JsonResponse
 from django.urls import include, path
 from django.views.decorators.csrf import csrf_exempt
+from django.views.decorators.http import require_POST
 from drf_spectacular.views import SpectacularRedocView
 from rest_framework_nested import routers
 
@@ -194,7 +195,7 @@ urlpatterns = [
     ),
     path(
         "accounts/saml/<organization_slug>/acs/",
-        ACSView.as_view(),
+        require_POST(ACSView.as_view()),
         name="saml_acs",
     ),
     path(

api/src/backend/api/v1/views.py

@@ -238,12 +238,12 @@ from api.v1.serializers import (
     TokenSocialLoginSerializer,
     TokenSwitchTenantSerializer,
     UserCreateSerializer,
+    UserMeSerializer,
     UserRoleRelationshipSerializer,
     UserSerializer,
     UserUpdateSerializer,
 )
 from botocore.exceptions import ClientError, NoCredentialsError, ParamValidationError
-from celery import chain
 from celery.result import AsyncResult
 from config.custom_logging import BackendLogger
 from config.env import env
@@ -326,7 +326,7 @@ from rest_framework_simplejwt.token_blacklist.models import (
 )
 from tasks.beat import schedule_provider_scan
 from tasks.jobs.attack_paths import db_utils as attack_paths_db_utils
-from tasks.jobs.export import get_s3_client
+from tasks.jobs.export import get_s3_client, get_s3_presign_client
 from tasks.tasks import (
     QUEUED_SCAN_TASK_STATE,
     backfill_compliance_summaries_task,
@@ -341,8 +341,7 @@ from tasks.tasks import (
     enqueue_scan_execution_on_commit,
     get_active_provider_scan,
     jira_integration_task,
-    mute_historical_findings_task,
-    reaggregate_all_finding_group_summaries_task,
+    mute_findings_in_latest_scans_task,
     refresh_lighthouse_provider_models_task,
 )
 
@@ -1113,6 +1112,8 @@ class UserViewSet(BaseUserViewset):
             return UserCreateSerializer
         elif self.action == "partial_update":
             return UserUpdateSerializer
+        elif self.action == "me":
+            return UserMeSerializer
         else:
             return UserSerializer
 
@@ -1130,7 +1131,7 @@ class UserViewSet(BaseUserViewset):
     @action(detail=False, methods=["get"], url_name="me")
     def me(self, request):
         user = self.request.user
-        serializer = UserSerializer(user, context=self.get_serializer_context())
+        serializer = self.get_serializer(user)
         return Response(
             data=serializer.data,
             status=status.HTTP_200_OK,
@@ -1442,7 +1443,7 @@ class TenantViewSet(BaseTenantViewset):
         if not membership or membership.role != Membership.RoleChoices.OWNER:
             raise PermissionDenied("Only owners can delete a tenant.")
 
-        with transaction.atomic():
+        with transaction.atomic(using=MainRouter.admin_db):
             # Collect user IDs from this tenant's memberships before deleting them
             tenant_user_ids = set(
                 Membership.objects.using(MainRouter.admin_db)
@@ -2406,7 +2407,8 @@ class ScanViewSet(ProviderVisibilityMixin, BaseRLSViewSet):
             }
             if content_type:
                 params["ResponseContentType"] = content_type
-            url = client.generate_presigned_url(
+            # The browser follows this URL, so it is signed against the public host.
+            url = (get_s3_presign_client() or client).generate_presigned_url(
                 "get_object",
                 Params=params,
                 ExpiresIn=300,
@@ -2820,6 +2822,15 @@ class ScanViewSet(ProviderVisibilityMixin, BaseRLSViewSet):
                 tenant_id=self.request.tenant_id,
                 task_id=pre_task_id,
                 task_status=(QUEUED_SCAN_TASK_STATE if active_scan else None),
+                # This response is serialized before the on_commit publish,
+                # so without these the caller gets a task id and no scan id.
+                # Kept in step with what `enqueue_scan_execution_on_commit`
+                # publishes below.
+                task_kwargs={
+                    "tenant_id": str(self.request.tenant_id),
+                    "scan_id": str(scan.id),
+                    "provider_id": str(scan.provider_id),
+                },
             )
 
             if not active_scan:
@@ -3476,12 +3487,8 @@ class ResourceViewSet(PaginateByPkMixin, BaseRLSViewSet):
         filtered_queryset = self.filter_queryset(self.get_queryset())
 
         latest_scans = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id,
-                state=StateChoices.COMPLETED,
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
+            Scan.all_objects.filter(tenant_id=tenant_id)
+            .latest_per_provider()
             .values("provider_id")
         )
 
@@ -3613,11 +3620,9 @@ class ResourceViewSet(PaginateByPkMixin, BaseRLSViewSet):
         tenant_id = request.tenant_id
         query_params = request.query_params
 
-        latest_scans_queryset = (
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-        )
+        latest_scans_queryset = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_per_provider()
 
         queryset = ResourceScanSummary.objects.filter(
             tenant_id=tenant_id,
@@ -4204,12 +4209,9 @@ class FindingViewSet(PaginateByPkMixin, BaseRLSViewSet):
         tenant_id = request.tenant_id
         filtered_queryset = self.filter_queryset(self.get_queryset())
 
-        latest_scan_ids = list(
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_ids_per_provider()
         filtered_queryset = filtered_queryset.filter(
             tenant_id=tenant_id, scan_id__in=latest_scan_ids
         )
@@ -4232,11 +4234,9 @@ class FindingViewSet(PaginateByPkMixin, BaseRLSViewSet):
         tenant_id = request.tenant_id
         query_params = request.query_params
 
-        latest_scans_queryset = (
-            Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-        )
+        latest_scans_queryset = Scan.all_objects.filter(
+            tenant_id=tenant_id
+        ).latest_per_provider()
         raw_latest_scans_ids = list(
             latest_scans_queryset.values_list("id", "unique_resource_count")
         )
@@ -4470,7 +4470,7 @@ class InvitationViewSet(BaseRLSViewSet):
 
     def partial_update(self, request, *args, **kwargs):
         instance = self.get_object()
-        if instance.state != Invitation.State.PENDING:
+        if instance.state != Invitation.State.PENDING or instance.is_lapsed:
             raise ValidationError(detail="This invitation cannot be updated.")
         serializer = self.get_serializer(
             instance,
@@ -4484,7 +4484,7 @@ class InvitationViewSet(BaseRLSViewSet):
 
     def destroy(self, request, *args, **kwargs):
         instance = self.get_object()
-        if instance.state != Invitation.State.PENDING:
+        if instance.state != Invitation.State.PENDING or instance.is_lapsed:
             raise ValidationError(detail="This invitation cannot be revoked.")
         instance.state = Invitation.State.REVOKED
         instance.save()
@@ -4977,11 +4977,7 @@ class ComplianceOverviewViewSet(
         if provider_filters:
             scans = scans.filter(**provider_filters)
 
-        return list(
-            scans.order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        return scans.latest_ids_per_provider()
 
     def _filtered_queryset_for_latest_provider_scans(self, latest_scan_ids=None):
         if latest_scan_ids is None:
@@ -5723,14 +5719,9 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
             else {}
         )
 
-        latest_scan_ids = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id, **provider_filter
+        ).latest_ids_per_provider()
 
         return filtered_queryset.filter(
             tenant_id=tenant_id, scan_id__in=latest_scan_ids
@@ -5757,16 +5748,10 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
 
     def _latest_scan_ids_for_allowed_providers(self, tenant_id, provider_filters=None):
         provider_filter = self._get_provider_filter()
-        queryset = Scan.all_objects.filter(
-            tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-        )
+        queryset = Scan.all_objects.filter(tenant_id=tenant_id, **provider_filter)
         if provider_filters:
             queryset = queryset.filter(**provider_filters)
-        return (
-            queryset.order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        return queryset.latest_ids_per_provider()
 
     @action(detail=False, methods=["get"], url_name="providers")
     def providers(self, request):
@@ -5778,14 +5763,9 @@ class OverviewViewSet(ProviderFilterParamsMixin, BaseRLSViewSet):
             else {}
         )
 
-        latest_scan_ids = (
-            Scan.all_objects.filter(
-                tenant_id=tenant_id, state=StateChoices.COMPLETED, **provider_filter
-            )
-            .order_by("provider_id", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        latest_scan_ids = Scan.all_objects.filter(
+            tenant_id=tenant_id, **provider_filter
+        ).latest_ids_per_provider()
 
         findings_aggregated = (
             queryset.filter(scan_id__in=latest_scan_ids)
@@ -7548,35 +7528,28 @@ class MuteRuleViewSet(BaseRLSViewSet):
         serializer = self.get_serializer(data=request.data)
         serializer.is_valid(raise_exception=True)
 
-        # Create the mute rule
+        tenant_id = str(request.tenant_id)
+        finding_ids = serializer.validated_data["finding_ids"]
+        provider_ids = list(
+            dict.fromkeys(
+                Finding.all_objects.filter(
+                    id__in=finding_ids, tenant_id=tenant_id
+                ).values_list("scan__provider_id", flat=True)
+            )
+        )
+
         mute_rule = serializer.save()
 
-        tenant_id = str(request.tenant_id)
-        finding_ids = request.data.get("finding_ids", [])
-
-        # Immediately mute the selected findings
-        Finding.all_objects.filter(
-            id__in=finding_ids, tenant_id=tenant_id, muted=False
-        ).update(
-            muted=True,
-            muted_at=mute_rule.inserted_at,
-            muted_reason=mute_rule.reason,
-        )
-
-        # Launch background task for historical muting + reaggregation
         transaction.on_commit(
-            lambda: chain(
-                mute_historical_findings_task.si(
-                    tenant_id=tenant_id,
-                    mute_rule_id=str(mute_rule.id),
-                ),
-                reaggregate_all_finding_group_summaries_task.si(
-                    tenant_id=tenant_id,
-                ),
-            ).apply_async()
+            lambda: mute_findings_in_latest_scans_task.apply_async(
+                kwargs={
+                    "tenant_id": tenant_id,
+                    "mute_rule_id": str(mute_rule.id),
+                    "provider_ids": [str(provider_id) for provider_id in provider_ids],
+                }
+            )
         )
 
-        # Return the created mute rule
         serializer = self.get_serializer(mute_rule)
         return Response(
             data=serializer.data,
@@ -7939,18 +7912,13 @@ class FindingGroupViewSet(JsonApiFilterMixin, BaseRLSViewSet):
 
     def _get_latest_findings_per_provider(self, filtered_queryset):
         """Keep only findings from each provider's most recent completed scan."""
-        # Materialize to a literal IN list. Left as a subquery, Postgres can't
-        # estimate the match count and picks a serial nested loop on
-        # resource_finding_mappings when one scan dominates findings
-        latest_scan_ids = list(
-            Scan.objects.filter(
-                tenant_id=self.request.tenant_id,
-                state=StateChoices.COMPLETED,
-            )
-            .order_by("provider_id", "-completed_at", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        # `latest_ids_per_provider` materializes to a literal IN list.
+        # Left as a subquery, Postgres can't estimate the match count and picks
+        # a serial nested loop on resource_finding_mappings when one scan
+        # dominates findings
+        latest_scan_ids = Scan.objects.filter(
+            tenant_id=self.request.tenant_id
+        ).latest_ids_per_provider()
         return filtered_queryset.filter(scan_id__in=latest_scan_ids)
 
     def _post_process_aggregation(self, aggregated_data):
@@ -8896,16 +8864,14 @@ class FindingGroupViewSet(JsonApiFilterMixin, BaseRLSViewSet):
         tenant_id = request.tenant_id
         queryset = self._get_finding_queryset()
 
-        # Order by -completed_at (matching the /latest summary path and the
-        # daily summary upsert keyed on midnight(completed_at)) so that
-        # overlapping scans do not make /resources and /latest read from
-        # different scans and report diverging counts.
-        latest_scan_ids = (
-            Scan.objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
-            .order_by("provider_id", "-completed_at", "-inserted_at")
-            .distinct("provider_id")
-            .values_list("id", flat=True)
-        )
+        # The shared selector orders by -completed_at (matching the /latest
+        # summary path and the daily summary upsert keyed on
+        # midnight(completed_at)) so that overlapping scans do not make
+        # /resources and /latest read from different scans and report
+        # diverging counts.
+        latest_scan_ids = Scan.objects.filter(
+            tenant_id=tenant_id
+        ).latest_ids_per_provider()
 
         normalized_params = self._normalize_jsonapi_params(request.query_params)
         # Remove date filters since we're using latest

api/src/backend/config/custom_logging.py

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

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

@@ -7,6 +7,7 @@ from config.settings.eventstream import *  # noqa
 from config.settings.partitions import *  # noqa
 from config.settings.sentry import *  # noqa
 from config.settings.social_login import *  # noqa
+from django.core.exceptions import ImproperlyConfigured
 
 SECRET_KEY = env("SECRET_KEY", default="secret")
 DEBUG = env.bool("DJANGO_DEBUG", default=False)
@@ -295,6 +296,14 @@ DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY = env.str(
 )
 DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN = env.str("DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN", "")
 DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION = env.str("DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION", "")
+# Storage endpoint the API and Celery workers use to talk to S3-compatible object storage
+# such as MinIO. Empty means the real AWS S3 endpoint, which is unaffected.
+DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL = env.str("DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL", "")
+# Browser-reachable storage host used to sign download URLs. Empty means sign against the
+# same endpoint the API talks to, which is what Prowler Cloud on S3 does.
+DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL = env.str(
+    "DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL", ""
+)
 
 # HTTP Security Headers
 SECURE_CONTENT_TYPE_NOSNIFF = True
@@ -303,6 +312,11 @@ SECURE_REFERRER_POLICY = "strict-origin-when-cross-origin"
 
 DJANGO_DELETION_BATCH_SIZE = env.int("DJANGO_DELETION_BATCH_SIZE", 5000)
 
+# Public base URL of the Prowler UI (for example https://cloud.prowler.com). Used to
+# build links back to findings in outbound integrations such as Jira. Empty by
+# default, so self-hosted deployments emit no links unless they configure it.
+UI_BASE_URL = env.str("DJANGO_UI_BASE_URL", "").rstrip("/")
+
 # SAML requirement
 CSRF_COOKIE_SECURE = True
 SESSION_COOKIE_SECURE = True
@@ -315,6 +329,17 @@ ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES = env.int(
     "ATTACK_PATHS_SCAN_STALE_THRESHOLD_MINUTES", 960
 )  # 16h
 
+# Minimum age (of the scan row, or of the scan id itself when the row is gone) before
+# the periodic reaper will drop an orphaned temp Neo4j database. Keeps a scan that is
+# still legitimately in flight from ever losing its staging database mid-run.
+ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS = env.int(
+    "ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS", 6
+)
+if ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS <= 0:
+    raise ImproperlyConfigured(
+        "ATTACK_PATHS_TMP_DB_REAP_SAFETY_MARGIN_HOURS must be a positive number of hours"
+    )
+
 # Selects where the persistent attack-paths graph is stored. The scan
 # temporary database is always Neo4j; only the sink is configurable.
 # Valid values: "neo4j" (default, OSS and local dev), "neptune" (hosted).

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

@@ -1,6 +1,20 @@
+from errno import errorcode
+
 import sentry_sdk
 from config.env import env
 
+# How many links of the __cause__/__context__ chain are inspected when looking
+# for the OSError that actually caused the event.
+MAX_EXCEPTION_CHAIN_DEPTH = 10
+
+# LogRecord attribute describing what kind of failure the record reports, set by
+# the caller through `logger.exception(..., extra={"error_category": ...})`.
+ERROR_CATEGORY_ATTRIBUTE = "error_category"
+
+# Category of records whose events are grouped by the errno of the underlying
+# OSError. Only records that declare it opt into the errno fingerprint.
+FILESYSTEM_ERROR_CATEGORY = "filesystem"
+
 IGNORED_EXCEPTIONS = [
     # Provider is not connected due to credentials errors
     "is not connected",
@@ -80,6 +94,38 @@ IGNORED_EXCEPTIONS = [
 ]
 
 
+def errno_fingerprint(exception):
+    """
+    Return an errno-based fingerprint suffix for OSError-like exceptions.
+
+    Filesystem failures such as ENOSPC (disk full), ENOENT (missing mount point)
+    or EACCES (wrong permissions) are all OSError raised from the same call
+    site, so Sentry's default grouping merges them into a single issue even
+    when the exception is attached to the event. Appending the errno keeps the
+    default grouping and splits the issue per failure cause.
+
+    Only the part of the chain Sentry itself displays is inspected: a
+    `raise ... from None` sets __suppress_context__, so the implicit
+    __context__ is dropped from the event and must not group it either.
+
+    Returns None when no OSError with an errno is found in the exception chain.
+    """
+    seen = set()
+    for _ in range(MAX_EXCEPTION_CHAIN_DEPTH):
+        if exception is None or id(exception) in seen:
+            break
+        seen.add(id(exception))
+        if isinstance(exception, OSError) and exception.errno is not None:
+            return f"errno:{errorcode.get(exception.errno, exception.errno)}"
+        if exception.__cause__ is not None:
+            exception = exception.__cause__
+        elif exception.__suppress_context__:
+            break
+        else:
+            exception = exception.__context__
+    return None
+
+
 def before_send(event, hint):
     """
     before_send handles the Sentry events in order to send them or not
@@ -115,10 +161,28 @@ def before_send(event, hint):
 
     # Ignore exceptions with the ignored_exceptions
     if "exc_info" in hint and hint["exc_info"]:
-        exc_value = str(hint["exc_info"][1])
+        exception = hint["exc_info"][1]
+        exc_value = str(exception)
         if any(ignored in exc_value for ignored in IGNORED_EXCEPTIONS):
             return None  # Explicitly return None to drop the event
 
+    # Split filesystem issues per errno instead of grouping every failure raised
+    # from the same call site under a single issue. Only records that declare
+    # themselves as filesystem failures opt in, and a fingerprint already set by
+    # a scope or an integration always wins.
+    log_record = hint.get("log_record")
+    exc_info = hint.get("exc_info")
+    if (
+        log_record is not None
+        and exc_info
+        and getattr(log_record, ERROR_CATEGORY_ATTRIBUTE, None)
+        == FILESYSTEM_ERROR_CATEGORY
+        and "fingerprint" not in event
+    ):
+        fingerprint_suffix = errno_fingerprint(exc_info[1])
+        if fingerprint_suffix:
+            event["fingerprint"] = ["{{ default }}", fingerprint_suffix]
+
     return event
 
 

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

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

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

@@ -499,10 +499,13 @@ def backfill_provider_compliance_scores(tenant_id: str) -> dict:
                 provider_id__in=existing_providers
             )
 
+        # `completed_scans` keeps its own `completed_at__isnull=False`: this
+        # task writes a *dated* ProviderComplianceScore row, so unlike the read
+        # paths it genuinely cannot use a scan without a `completed_at`.
         scan_info = list(
-            completed_scans.order_by("provider_id", "-completed_at")
-            .distinct("provider_id")
-            .values("id", "provider_id", "completed_at")
+            completed_scans.latest_per_provider().values(
+                "id", "provider_id", "completed_at"
+            )
         )
 
         if not scan_info:

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

@@ -6,6 +6,7 @@ import boto3
 import config.django.base as base
 from api.db_utils import rls_transaction
 from api.models import Scan
+from botocore.config import Config
 from botocore.exceptions import ClientError, NoCredentialsError, ParamValidationError
 from celery.utils.log import get_task_logger
 from django.conf import settings
@@ -206,15 +207,21 @@ def get_s3_client():
     This function attempts to initialize an S3 client by reading the AWS access key, secret key,
     session token, and region from environment variables. It then validates the client by listing
     available S3 buckets. If an error occurs during this process (for example, due to missing or
-    invalid credentials), it falls back to creating an S3 client without explicitly provided credentials,
-    which may rely on other configuration sources (e.g., IAM roles).
+    invalid credentials), it falls back to creating an S3 client without explicitly provided
+    credentials, which may rely on other configuration sources (e.g., IAM roles).
+
+    That fallback is only safe when no explicit endpoint is configured: with an endpoint set, the
+    explicit client already targets the intended S3-compatible storage, and the fallback client
+    would go to the AWS default provider chain instead, an unrelated real-AWS account reachable
+    from the host. So when an endpoint is configured, the original error propagates instead.
 
     Returns:
         boto3.client: A configured S3 client instance.
 
     Raises:
-        ClientError, NoCredentialsError, or ParamValidationError if both attempts to create a client fail.
+        ClientError, NoCredentialsError, or ParamValidationError if the client cannot be created.
     """
+    endpoint = settings.DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL
     s3_client = None
     try:
         s3_client = boto3.client(
@@ -222,16 +229,68 @@ def get_s3_client():
             aws_access_key_id=settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID,
             aws_secret_access_key=settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY,
             aws_session_token=settings.DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN,
-            region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION,
+            # Storage that has no meaningful region, MinIO among it, is usually configured
+            # without one, and botocore rejects an empty region before any request is made.
+            region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION or "us-east-1",
+            endpoint_url=endpoint or None,
         )
         s3_client.list_buckets()
     except (ClientError, NoCredentialsError, ParamValidationError, ValueError):
+        if endpoint:
+            raise
         s3_client = boto3.client("s3")
         s3_client.list_buckets()
 
     return s3_client
 
 
+def get_s3_presign_client():
+    """Return a client that signs download URLs with SigV4.
+
+    It is used when a public or internal storage host is configured, or when the bucket's
+    region is: boto3 otherwise presigns S3 URLs with SigV2, which S3 rejects for SSE-KMS
+    objects. None means none of those is set and the caller should presign with its own
+    client, which leaves those deployments with the URL they get today.
+
+    The public endpoint wins when both are set: the internal endpoint may only be reachable
+    from inside the cluster, and a URL signed against it would not open in a browser.
+    """
+    endpoint = (
+        settings.DJANGO_OUTPUT_S3_AWS_PUBLIC_ENDPOINT_URL
+        or settings.DJANGO_OUTPUT_S3_AWS_ENDPOINT_URL
+    )
+    if not endpoint and not settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION:
+        return None
+
+    # Blank keys are signed as-is (empty credential scope) instead of deferring to the
+    # provider chain, so static credentials are only passed when they are set.
+    credentials = {}
+    if (
+        settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID
+        and settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY
+    ):
+        credentials = {
+            "aws_access_key_id": settings.DJANGO_OUTPUT_S3_AWS_ACCESS_KEY_ID,
+            "aws_secret_access_key": settings.DJANGO_OUTPUT_S3_AWS_SECRET_ACCESS_KEY,
+            # An empty string is a token as far as botocore is concerned: it appends an
+            # empty X-Amz-Security-Token that storage counts when it recomputes the signature.
+            "aws_session_token": settings.DJANGO_OUTPUT_S3_AWS_SESSION_TOKEN or None,
+        }
+
+    return boto3.client(
+        "s3",
+        **credentials,
+        # SigV4 puts the region in the credential scope, and MinIO answers to us-east-1
+        # unless it was told otherwise, so an empty region would sign an unusable URL.
+        region_name=settings.DJANGO_OUTPUT_S3_AWS_DEFAULT_REGION or "us-east-1",
+        endpoint_url=endpoint or None,
+        # The signature covers the host, so the addressing style has to be pinned rather
+        # than guessed from the endpoint: MinIO serves path-style, and on AWS it keeps the
+        # regional host instead of the global one, which redirects for new buckets.
+        config=Config(signature_version="s3v4", s3={"addressing_style": "path"}),
+    )
+
+
 def _upload_to_s3(
     tenant_id: str, scan_id: str, local_path: str, relative_key: str
 ) -> str | None:

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

@@ -2,13 +2,16 @@ import os
 import time
 from datetime import UTC, datetime
 from glob import glob
+from urllib.parse import quote
 
 from api.db_router import READ_REPLICA_ALIAS, MainRouter
 from api.db_utils import REPLICA_MAX_ATTEMPTS, REPLICA_RETRY_BASE_DELAY, rls_transaction
 from api.models import Finding, Integration, Provider
+from api.rls import Tenant
 from api.utils import initialize_prowler_integration, initialize_prowler_provider
 from celery.utils.log import get_task_logger
 from config.django.base import DJANGO_FINDINGS_BATCH_SIZE
+from django.conf import settings
 from django.db import OperationalError
 from prowler.lib.outputs.asff.asff import ASFF
 from prowler.lib.outputs.compliance.generic.generic import GenericCompliance
@@ -16,6 +19,7 @@ from prowler.lib.outputs.csv.csv import CSV
 from prowler.lib.outputs.finding import Finding as FindingOutput
 from prowler.lib.outputs.html.html import HTML
 from prowler.lib.outputs.jira.exceptions.exceptions import JiraBaseException
+from prowler.lib.outputs.jira.jira import Jira
 from prowler.lib.outputs.ocsf.ocsf import OCSF
 from prowler.providers.aws.aws_provider import AwsProvider
 from prowler.providers.aws.lib.s3.s3 import S3
@@ -477,6 +481,55 @@ def upload_security_hub_integration(
         return False
 
 
+JIRA_LABEL_PREFIX = "prowler"
+
+
+def build_jira_finding_url(finding_uid: str) -> str:
+    """Build the Prowler UI link for a finding, or "" when no UI base URL is set.
+
+    The link filters by the finding ``uid`` rather than the per-scan record id so
+    it keeps resolving after the finding is seen again in later scans.
+    """
+    base_url = getattr(settings, "UI_BASE_URL", "")
+    if not base_url or not finding_uid:
+        return ""
+    return f"{base_url}/findings?filter[uid]={quote(finding_uid, safe='')}"
+
+
+def build_jira_issue_labels(
+    finding_uid: str, provider: str, severity: str, check_id: str
+) -> list[str]:
+    """Build the deterministic label set written to every Jira issue.
+
+    Labels are prefixed to avoid colliding with customer labels and sanitized so
+    Jira never rejects them; the finding-uid label is what lets a ticket be traced
+    back (or JQL-filtered) to its finding.
+    """
+    raw_labels = [
+        JIRA_LABEL_PREFIX,
+        f"{JIRA_LABEL_PREFIX}-{provider}" if provider else "",
+        f"{JIRA_LABEL_PREFIX}-{severity}" if severity else "",
+        f"{JIRA_LABEL_PREFIX}-{check_id}" if check_id else "",
+        Jira.build_finding_label(finding_uid),
+    ]
+    return Jira.sanitize_labels(raw_labels)
+
+
+def get_tenant_name(tenant_id: str) -> str:
+    """Return the tenant name for the Jira issue "Tenant Info" row, or "" if unknown.
+
+    The name is informational only, so a lookup failure must never block the send.
+    """
+    try:
+        return (
+            Tenant.objects.filter(id=tenant_id).values_list("name", flat=True).first()
+            or ""
+        )
+    except Exception:
+        logger.warning("Could not resolve tenant name for %s", tenant_id)
+        return ""
+
+
 def send_findings_to_jira(
     tenant_id: str,
     integration_id: str,
@@ -487,6 +540,7 @@ def send_findings_to_jira(
     with rls_transaction(tenant_id):
         integration = Integration.objects.get(id=integration_id)
         jira_integration = initialize_prowler_integration(integration)
+        tenant_info = get_tenant_name(tenant_id)
 
     num_tickets_created = 0
     error_messages = []
@@ -519,6 +573,15 @@ def send_findings_to_jira(
             recommendation = remediation.get("recommendation", {})
             remediation_code = remediation.get("code", {})
 
+            provider_type = finding_instance.scan.provider.provider
+            issue_labels = build_jira_issue_labels(
+                finding_uid=finding_instance.uid,
+                provider=provider_type,
+                severity=finding_instance.severity,
+                check_id=finding_instance.check_id,
+            )
+            finding_url = build_jira_finding_url(finding_instance.uid)
+
             try:
                 # Send the individual finding to Jira
                 result = jira_integration.send_finding(
@@ -527,7 +590,7 @@ def send_findings_to_jira(
                     severity=finding_instance.severity,
                     status=finding_instance.status,
                     status_extended=finding_instance.status_extended or "",
-                    provider=finding_instance.scan.provider.provider,
+                    provider=provider_type,
                     region=region,
                     resource_uid=resource_uid,
                     resource_name=resource_name,
@@ -542,6 +605,9 @@ def send_findings_to_jira(
                     compliance=finding_instance.compliance or {},
                     project_key=project_key,
                     issue_type=issue_type,
+                    issue_labels=issue_labels,
+                    finding_url=finding_url,
+                    tenant_info=tenant_info,
                 )
             except JiraBaseException as error:
                 error_message = error.message or JIRA_GENERIC_SEND_ERROR
@@ -557,6 +623,11 @@ def send_findings_to_jira(
 
             if result:
                 num_tickets_created += 1
+                logger.info(
+                    "Finding %s sent to Jira as %s",
+                    finding_id,
+                    result.get("key") if isinstance(result, dict) else result,
+                )
             else:
                 error_message = JIRA_GENERIC_SEND_ERROR
                 logger.error(error_message)

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

@@ -1,63 +1,96 @@
+from collections.abc import Iterable
+
 from api.db_utils import rls_transaction
-from api.models import Finding, MuteRule
+from api.models import Finding, MuteRule, Scan
 from celery.utils.log import get_task_logger
-from config.django.base import DJANGO_FINDINGS_BATCH_SIZE
-from tasks.utils import batched
 
 logger = get_task_logger(__name__)
 
 
-def mute_historical_findings(tenant_id: str, mute_rule_id: str):
-    """
-    Mute historical findings that match the given mute rule.
+def _mute_findings_for_rule(
+    *,
+    tenant_id: str,
+    scan_id: str,
+    finding_uids: Iterable[str],
+    muted_at,
+    muted_reason: str,
+) -> int:
+    finding_uids = list(finding_uids)
+    if not finding_uids:
+        return 0
 
-    This function processes findings in batches, updating their muted status
-    and adding the mute reason.
+    return Finding.all_objects.filter(
+        tenant_id=tenant_id,
+        scan_id=scan_id,
+        uid__in=finding_uids,
+        muted=False,
+    ).update(
+        muted=True,
+        muted_at=muted_at,
+        muted_reason=muted_reason,
+    )
 
-    Args:
-        tenant_id (str): The tenant ID for RLS context
-        mute_rule_id (str): The ID of the mute rule to apply
 
-    Returns:
-        dict: Summary of the muting operation with findings_muted count
-    """
-    findings_muted_count = 0
+def mute_findings_in_latest_scans(
+    tenant_id: str, mute_rule_id: str, provider_ids: list[str]
+) -> dict:
+    """Apply a mute rule to the latest completed scan of each provider."""
+    provider_ids = list(dict.fromkeys(provider_ids))
 
-    # Get the list of UIDs to mute and the reason
     with rls_transaction(tenant_id):
         mute_rule = MuteRule.objects.get(id=mute_rule_id, tenant_id=tenant_id)
-        finding_uids = mute_rule.finding_uids
-        mute_reason = mute_rule.reason
-        muted_at = mute_rule.inserted_at
+        latest_scans = Scan.objects.filter(
+            tenant_id=tenant_id, provider_id__in=provider_ids
+        ).latest_ids_per_provider()
 
-    # Query findings that match the UIDs and are not already muted
-    with rls_transaction(tenant_id):
-        findings_to_mute = Finding.objects.filter(
-            tenant_id=tenant_id, uid__in=finding_uids, muted=False
-        )
-        total_findings = findings_to_mute.count()
-
-        logger.info(
-            f"Processing {total_findings} findings for mute rule {mute_rule_id}"
-        )
-
-        if total_findings > 0:
-            for batch, is_last in batched(
-                findings_to_mute.iterator(), DJANGO_FINDINGS_BATCH_SIZE
-            ):
-                batch_ids = [f.id for f in batch]
-                updated_count = Finding.all_objects.filter(
-                    id__in=batch_ids, tenant_id=tenant_id
-                ).update(
-                    muted=True,
-                    muted_at=muted_at,
-                    muted_reason=mute_reason,
-                )
-                findings_muted_count += updated_count
-
-    logger.info(f"Muted {findings_muted_count} findings for rule {mute_rule_id}")
+        changed_scan_ids = []
+        findings_muted = 0
+        for scan_id in latest_scans:
+            updated = _mute_findings_for_rule(
+                tenant_id=tenant_id,
+                scan_id=str(scan_id),
+                finding_uids=mute_rule.finding_uids,
+                muted_at=mute_rule.inserted_at,
+                muted_reason=mute_rule.reason,
+            )
+            if updated:
+                findings_muted += updated
+                changed_scan_ids.append(str(scan_id))
 
+    logger.info(
+        "Muted %d findings in %d latest scans for rule %s",
+        findings_muted,
+        len(changed_scan_ids),
+        mute_rule_id,
+    )
     return {
-        "findings_muted": findings_muted_count,
+        "findings_muted": findings_muted,
         "rule_id": mute_rule_id,
+        "scan_ids": changed_scan_ids,
     }
+
+
+def reconcile_scan_mute_rules(tenant_id: str, scan_id: str) -> dict:
+    """Apply the current enabled mute rules to one completed scan."""
+    findings_muted = 0
+
+    with rls_transaction(tenant_id):
+        mute_rules = MuteRule.objects.filter(tenant_id=tenant_id, enabled=True).values(
+            "finding_uids", "reason", "inserted_at"
+        )
+
+        for mute_rule in mute_rules:
+            findings_muted += _mute_findings_for_rule(
+                tenant_id=tenant_id,
+                scan_id=scan_id,
+                finding_uids=mute_rule["finding_uids"],
+                muted_at=mute_rule["inserted_at"],
+                muted_reason=mute_rule["reason"],
+            )
+
+    logger.info(
+        "Reconciled mute rules for scan %s; muted %d findings",
+        scan_id,
+        findings_muted,
+    )
+    return {"findings_muted": findings_muted, "scan_id": str(scan_id)}

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

@@ -84,6 +84,7 @@ _SKIP_RECOVERY = {
     "scan-perform-scheduled",
     "attack-paths-scan-perform",
     "attack-paths-cleanup-stale-scans",
+    "attack-paths-reap-orphaned-tmp-databases",
     "reconcile-orphan-tasks",
 }
 

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

@@ -13,6 +13,7 @@ from api.db_utils import rls_transaction
 from api.models import Provider, Scan, ScanSummary, StateChoices, ThreatScoreSnapshot
 from celery.utils.log import get_task_logger
 from config.django.base import DJANGO_TMP_OUTPUT_DIRECTORY
+from config.settings.sentry import ERROR_CATEGORY_ATTRIBUTE, FILESYSTEM_ERROR_CATEGORY
 from prowler.lib.check.compliance_models import (
     Compliance,
     get_bulk_compliance_frameworks_universal,
@@ -960,7 +961,15 @@ def generate_compliance_reports(
             first_output_path = next(iter(output_paths.values()))
             out_dir = str(Path(first_output_path).parent.parent)
     except Exception as e:
-        logger.error("Error generating output directory: %s", e)
+        # logger.exception attaches the exception (and its traceback) to the
+        # Sentry event and the filesystem category opts that event into the
+        # errno fingerprint, so ENOSPC, ENOENT and EACCES raised from this same
+        # call site land on separate issues.
+        logger.exception(
+            "Error generating output directory: %s",
+            e,
+            extra={ERROR_CATEGORY_ATTRIBUTE: FILESYSTEM_ERROR_CATEGORY},
+        )
         error_dict = {"error": str(e), "upload": False, "path": ""}
         if generate_threatscore:
             results["threatscore"] = error_dict.copy()

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

@@ -5,7 +5,6 @@ import json
 import random
 import re
 import time
-import uuid
 from collections import defaultdict
 from collections.abc import Callable, Iterable
 from datetime import UTC, datetime
@@ -73,6 +72,7 @@ from tasks.jobs.queries import (
     COMPLIANCE_UPSERT_TENANT_SUMMARY_SQL,
 )
 from tasks.utils import CustomEncoder, batched
+from uuid6 import uuid7
 
 logger = get_task_logger(__name__)
 
@@ -1756,32 +1756,27 @@ def aggregate_findings(tenant_id: str, scan_id: str):
 
 
 def _aggregate_findings_by_region(
-    tenant_id: str, scan_id: str, modeled_threatscore_compliance_id: str
+    tenant_id: str,
+    scan_id: str,
+    normalized_threatscore_id: str,
+    threatscore_requirements_by_check: dict[str, list[str]],
 ) -> tuple[dict, dict]:
     """
     Aggregate findings by region using streaming, column-scoped ORM reads.
 
     Reads only the consumed columns as tuples via ``values_list`` and streams
     them with ``.iterator()``, using the denormalized ``resource_regions`` array
-    instead of ``prefetch_related("resources")``. ``resource_regions`` mirrors the
-    regions of a finding's related resources, so it yields the same per-region
-    tally without joining the resource table.
-
-    Args:
-        tenant_id: Tenant UUID
-        scan_id: Scan UUID
-        modeled_threatscore_compliance_id: ID for ThreatScore compliance framework
+    instead of ``prefetch_related("resources")``. ThreatScore requirement ids
+    are resolved per ``check_id`` from ``threatscore_requirements_by_check``.
 
     Returns:
         tuple: (check_status_by_region, findings_count_by_compliance)
             - check_status_by_region: {region: {check_id: status}}
-            - findings_count_by_compliance: {region: {normalized_id: {requirement_id: {total, pass}}}}
+            - findings_count_by_compliance: {region: {normalized_threatscore_id: {requirement_id: {total, pass}}}}
     """
     check_status_by_region: dict = {}
     findings_count_by_compliance: dict = {}
 
-    normalized_id = re.sub(r"[^a-z0-9]", "", modeled_threatscore_compliance_id.lower())
-
     with rls_transaction(tenant_id, using=READ_REPLICA_ALIAS):
         findings = (
             Finding.all_objects.filter(
@@ -1790,14 +1785,12 @@ def _aggregate_findings_by_region(
                 muted=False,
                 status__in=["PASS", "FAIL"],
             )
-            .values_list("check_id", "status", "resource_regions", "compliance")
+            .values_list("check_id", "status", "resource_regions")
             .iterator(chunk_size=DJANGO_FINDINGS_BATCH_SIZE)
         )
 
-        for check_id, status, resource_regions, compliance in findings:
-            threatscore_requirements = (compliance or {}).get(
-                modeled_threatscore_compliance_id
-            )
+        for check_id, status, resource_regions in findings:
+            threatscore_requirements = threatscore_requirements_by_check.get(check_id)
 
             for region in resource_regions or ():
                 # Priority: FAIL > any other status
@@ -1809,7 +1802,7 @@ def _aggregate_findings_by_region(
                 if threatscore_requirements:
                     compliance_key = findings_count_by_compliance.setdefault(
                         region, {}
-                    ).setdefault(normalized_id, {})
+                    ).setdefault(normalized_threatscore_id, {})
 
                     for requirement_id in threatscore_requirements:
                         requirement_stats = compliance_key.setdefault(
@@ -1848,15 +1841,28 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
         compliance_template = PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE[
             provider_instance.provider
         ]
-        modeled_threatscore_compliance_id = "ProwlerThreatScore-1.0"
+        normalized_threatscore_id = _normalized_compliance_key(
+            "ProwlerThreatScore", "1.0"
+        )
 
         requirement_lookup: dict[str, list[tuple[str, str]]] = {}
+        threatscore_requirements_by_check: dict[str, list[str]] = {}
         for compliance_id, compliance in compliance_template.items():
+            is_threatscore = (
+                _normalized_compliance_key(
+                    compliance["framework"], compliance["version"]
+                )
+                == normalized_threatscore_id
+            )
             for requirement_id, requirement in compliance["requirements"].items():
                 for check_id in requirement["checks"].keys():
                     requirement_lookup.setdefault(check_id, []).append(
                         (compliance_id, requirement_id)
                     )
+                    if is_threatscore:
+                        threatscore_requirements_by_check.setdefault(
+                            check_id, []
+                        ).append(requirement_id)
 
         regions = []
         requirements_created = 0
@@ -1869,7 +1875,10 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
             # Aggregate findings by region using SQL for optimal performance
             check_status_by_region, findings_count_by_compliance = (
                 _aggregate_findings_by_region(
-                    tenant_id, scan_id, modeled_threatscore_compliance_id
+                    tenant_id,
+                    scan_id,
+                    normalized_threatscore_id,
+                    threatscore_requirements_by_check,
                 )
             )
 
@@ -1934,23 +1943,35 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
             # Yield rows lazily (consumed batch-by-batch by COPY) so peak memory
             # stays bounded; tally requirement_statuses in the same pass. The
             # ORM fallback re-iterates from scratch, so the tally resets first.
+            # Region is the innermost loop so consecutive rows share the leading
+            # columns of the table's secondary indexes.
             def _iter_compliance_requirement_rows():
                 requirement_statuses.clear()
-                for region in regions:
-                    region_stats = region_requirement_stats.get(region, {})
-                    region_findings = findings_count_by_compliance.get(region, {})
-                    for (
-                        compliance_id,
-                        framework,
-                        version,
-                        modeled_compliance_id,
-                        requirements,
-                    ) in compliance_plan:
-                        compliance_stats = region_stats.get(compliance_id, {})
-                        compliance_findings = region_findings.get(
-                            modeled_compliance_id, {}
+                for (
+                    compliance_id,
+                    framework,
+                    version,
+                    modeled_compliance_id,
+                    requirements,
+                ) in compliance_plan:
+                    stats_by_region = [
+                        (
+                            region,
+                            region_requirement_stats.get(region, {}).get(
+                                compliance_id, {}
+                            ),
+                            findings_count_by_compliance.get(region, {}).get(
+                                modeled_compliance_id, {}
+                            ),
                         )
-                        for requirement_id, description, total_checks in requirements:
+                        for region in regions
+                    ]
+                    for requirement_id, description, total_checks in requirements:
+                        for (
+                            region,
+                            compliance_stats,
+                            compliance_findings,
+                        ) in stats_by_region:
                             stats = compliance_stats.get(requirement_id)
                             if stats:
                                 passed_checks = stats["passed_checks"]
@@ -1981,7 +2002,7 @@ def create_compliance_requirements(tenant_id: str, scan_id: str):
                                 requirement_statuses[key]["pass_count"] += 1
 
                             yield {
-                                "id": uuid.uuid4(),
+                                "id": uuid7(),
                                 "tenant_id": tenant_id_str,
                                 "inserted_at": utc_datetime_now,
                                 "compliance_id": compliance_id,
@@ -2679,20 +2700,37 @@ def reset_ephemeral_resource_findings_count(tenant_id: str, scan_id: str) -> dic
     # refreshed). Wiping based on the older scan would zero counts the newer
     # scan just set. Skip and let the newer scan's reset task do the work; if
     # this task was delayed in the queue, that's the correct outcome.
-    # `completed_at__isnull=False` is required: Postgres orders NULL first in
-    # DESC, so a sibling COMPLETED scan with a missing completed_at would sort
-    # as "newest" and incorrectly cause us to skip.
+    #
+    # The comparison must be against the newest *full-scope* scan, which is
+    # what this variable has always been named after but did not use to be:
+    # the query filtered nothing about scope, so any newer scan that is not
+    # full-scope (an imported one, for instance) made the full-scope scan
+    # skip its own cleanup and leave ephemeral resources with a stale
+    # failed_findings_count permanently.
+    #
+    # `is_full_scope()` reads `trigger` plus the scoping keys inside
+    # `scanner_args`, which is not expressible as a WHERE clause, so the
+    # candidates are walked newest-first in Python until the first full-scope
+    # one. The walk needs no cap: `scan` is itself a full-scope candidate, so
+    # it stops at `scan` at the latest, after reading only the scans newer than
+    # it. A fixed window would return None once more newer scoped scans had
+    # landed than it inspected, and skip the cleanup exactly like the bug above.
+    #
+    # NULL `completed_at` no longer needs an explicit filter here: the shared
+    # ordering in `ScanQuerySet.LATEST_ORDER_BY` sorts NULLs last
+    # rather than excluding them, which also fixes the case where a provider
+    # whose completed scans all have a NULL `completed_at` resolved to None and
+    # therefore never ran the reset at all.
     with rls_transaction(tenant_id):
-        latest_full_scope_scan_id = (
-            Scan.objects.filter(
-                tenant_id=tenant_id,
-                provider_id=scan.provider_id,
-                state=StateChoices.COMPLETED,
-                completed_at__isnull=False,
-            )
-            .order_by("-completed_at", "-inserted_at")
-            .values_list("id", flat=True)
-            .first()
+        candidates = (
+            Scan.objects.filter(tenant_id=tenant_id, provider_id=scan.provider_id)
+            .latest_first()
+            .only("id", "trigger", "scanner_args")
+            .iterator(chunk_size=100)
+        )
+        latest_full_scope_scan_id = next(
+            (candidate.id for candidate in candidates if candidate.is_full_scope()),
+            None,
         )
     if latest_full_scope_scan_id != scan.id:
         logger.info(

api/src/backend/tasks/tasks.py

@@ -1,3 +1,4 @@
+import json
 import os
 from datetime import UTC, datetime, timedelta
 from pathlib import Path
@@ -42,6 +43,7 @@ from tasks.jobs.attack_paths import (
 )
 from tasks.jobs.attack_paths import db_utils as attack_paths_db_utils
 from tasks.jobs.attack_paths.cleanup import cleanup_stale_attack_paths_scans
+from tasks.jobs.attack_paths.tmp_db_reaper import reap_orphaned_tmp_databases
 from tasks.jobs.backfill import (
     aggregate_scan_category_summaries,
     aggregate_scan_resource_group_summaries,
@@ -73,7 +75,10 @@ from tasks.jobs.lighthouse_providers import (
     check_lighthouse_provider_connection,
     refresh_lighthouse_provider_models,
 )
-from tasks.jobs.muting import mute_historical_findings
+from tasks.jobs.muting import (
+    mute_findings_in_latest_scans,
+    reconcile_scan_mute_rules,
+)
 from tasks.jobs.orphan_recovery import reconcile_orphans
 from tasks.jobs.report import (
     STALE_TMP_OUTPUT_MAX_AGE_HOURS,
@@ -160,13 +165,28 @@ def create_scan_task_record(
     task_id: str,
     task_name: str = "scan-perform",
     task_status: str | None = states.PENDING,
+    task_kwargs: dict | None = None,
 ) -> Task:
+    """Pre-create the TaskResult + Task rows for a pre-generated task id.
+
+    Pass ``task_kwargs`` when the response built from this record is serialized
+    before the broker publish. ``task_kwargs`` is otherwise only written by the
+    ``before_task_publish`` signal (``api/signals.py``), and the scan publish is
+    deferred to ``on_commit``, so the 202 would carry an empty ``task_args`` and
+    the caller would have no way to learn the scan id it was just handed a task
+    for. The publish later overwrites the field with the same kwargs as a Python
+    repr; both forms decode to the same dict (``decode_celery_field``).
+    """
     if task_status is None:
         task_status = states.PENDING
 
+    defaults = {"status": task_status, "task_name": task_name}
+    if task_kwargs is not None:
+        defaults["task_kwargs"] = json.dumps(task_kwargs)
+
     task_result, _ = TaskResult.objects.update_or_create(
         task_id=str(task_id),
-        defaults={"status": task_status, "task_name": task_name},
+        defaults=defaults,
     )
     prowler_task, _ = Task.objects.update_or_create(
         id=str(task_id),
@@ -526,6 +546,7 @@ def perform_scan_task(
             provider_id=provider_id,
             checks_to_execute=checks_to_execute,
         )
+        reconcile_scan_mute_rules(tenant_id, scan_id)
         _perform_scan_complete_tasks(tenant_id, scan_id, provider_id)
         return result
     finally:
@@ -635,6 +656,7 @@ def perform_scheduled_scan_task(self, tenant_id: str, provider_id: str):
             scan_id=str(scan_instance.id),
             provider_id=provider_id,
         )
+        reconcile_scan_mute_rules(tenant_id, str(scan_instance.id))
         _perform_scan_complete_tasks(tenant_id, str(scan_instance.id), provider_id)
         return result
     finally:
@@ -706,6 +728,13 @@ def cleanup_stale_attack_paths_scans_task():
     return cleanup_stale_attack_paths_scans()
 
 
+@shared_task(
+    name="attack-paths-reap-orphaned-tmp-databases", queue="attack-paths-scans"
+)
+def reap_orphaned_attack_paths_tmp_databases_task():
+    return reap_orphaned_tmp_databases()
+
+
 @shared_task(name="reconcile-orphan-tasks", queue="celery")
 def reconcile_orphan_tasks_task():
     """Periodic watchdog: recover tasks whose worker is gone (deploys, crashes)."""
@@ -1188,85 +1217,48 @@ def aggregate_finding_group_summaries_task(tenant_id: str, scan_id: str):
     return aggregate_finding_group_summaries(tenant_id=tenant_id, scan_id=scan_id)
 
 
-@shared_task(
-    base=RLSTask, name="reaggregate-all-finding-group-summaries", queue="overview"
-)
-@set_tenant(keep_tenant=True)
-def reaggregate_all_finding_group_summaries_task(tenant_id: str):
-    """Reaggregate every pre-aggregated summary table for this tenant.
+def _dispatch_scan_summary_reaggregation(tenant_id: str, scan_ids: list[str]) -> None:
+    if not scan_ids:
+        return
 
-    Mirrors the unbounded scope of `mute_historical_findings_task`: that task
-    rewrites every Finding row whose UID matches a mute rule, with no time
-    limit. To keep the pre-aggregated tables consistent with that update,
-    this task re-runs the same per-scan aggregation pipeline that scan
-    completion runs on the latest completed scan of every (provider, day)
-    pair, rebuilding the tables that power the read endpoints:
-
-      - `ScanSummary` and `DailySeveritySummary` -> `/overviews/findings`,
-        `/overviews/findings-severity`, `/overviews/services`.
-      - `FindingGroupDailySummary` -> `/finding-groups` and
-        `/finding-groups/latest`.
-      - `ScanGroupSummary` -> `/overviews/resource-groups` (resource
-        inventory).
-      - `ScanCategorySummary` -> `/overviews/categories`.
-      - `AttackSurfaceOverview` -> `/overviews/attack-surfaces`.
-
-    Per-scan pipelines are dispatched in parallel via a Celery group so
-    wallclock scales with the worker pool.
-    """
-    completed_scans = list(
-        Scan.objects.filter(
-            tenant_id=tenant_id,
-            state=StateChoices.COMPLETED,
-            completed_at__isnull=False,
-        )
-        .order_by("-completed_at")
-        .values("id", "completed_at", "provider_id")
+    logger.info(
+        "Reaggregating overview/finding summaries for %d latest scans",
+        len(scan_ids),
     )
-
-    # Keep the latest scan per (provider, day) pair so the daily summary row
-    # the aggregator writes is the most recent snapshot of that day for that
-    # provider. Iterating from most recent to oldest means the first scan we
-    # see for a given key wins.
-    latest_scans: dict[tuple, str] = {}
-    for scan in completed_scans:
-        key = (scan["provider_id"], scan["completed_at"].date())
-        if key not in latest_scans:
-            latest_scans[key] = str(scan["id"])
-
-    scan_ids = list(latest_scans.values())
-    if scan_ids:
-        logger.info(
-            "Reaggregating overview/finding summaries for %d scans (provider x day)",
-            len(scan_ids),
-        )
-        # DailySeveritySummary reads from ScanSummary, so ScanSummary must be
-        # recomputed first; the other aggregators read Finding directly and
-        # can run in parallel with the severity step.
-        group(
-            chain(
-                perform_scan_summary_task.si(tenant_id=tenant_id, scan_id=scan_id),
-                group(
-                    aggregate_daily_severity_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_finding_group_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_scan_resource_group_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_scan_category_summaries_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
-                    aggregate_attack_surface_task.si(
-                        tenant_id=tenant_id, scan_id=scan_id
-                    ),
+    group(
+        chain(
+            perform_scan_summary_task.si(tenant_id=tenant_id, scan_id=scan_id),
+            group(
+                aggregate_daily_severity_task.si(tenant_id=tenant_id, scan_id=scan_id),
+                aggregate_finding_group_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
                 ),
-            )
-            for scan_id in scan_ids
-        ).apply_async()
-    return {"scans_reaggregated": len(scan_ids)}
+                aggregate_scan_resource_group_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
+                ),
+                aggregate_scan_category_summaries_task.si(
+                    tenant_id=tenant_id, scan_id=scan_id
+                ),
+                aggregate_attack_surface_task.si(tenant_id=tenant_id, scan_id=scan_id),
+            ),
+        )
+        for scan_id in scan_ids
+    ).apply_async()
+
+
+@shared_task(base=RLSTask, name="findings-mute-latest-scans", queue="overview")
+@set_tenant(keep_tenant=True)
+def mute_findings_in_latest_scans_task(
+    tenant_id: str, mute_rule_id: str, provider_ids: list[str]
+):
+    """Apply a mute rule to current scans and rebuild only changed summaries."""
+    result = mute_findings_in_latest_scans(
+        tenant_id=tenant_id,
+        mute_rule_id=mute_rule_id,
+        provider_ids=provider_ids,
+    )
+    _dispatch_scan_summary_reaggregation(tenant_id, result["scan_ids"])
+    return result
 
 
 @shared_task(base=RLSTask, name="lighthouse-connection-check")
@@ -1467,25 +1459,3 @@ def generate_compliance_reports_task(tenant_id: str, scan_id: str, provider_id:
         generate_csa=True,
         generate_cis=True,
     )
-
-
-@shared_task(name="findings-mute-historical")
-def mute_historical_findings_task(tenant_id: str, mute_rule_id: str):
-    """
-    Background task to mute all historical findings matching a mute rule.
-
-    This task processes findings in batches to avoid memory issues with large datasets.
-    It updates the Finding.muted, Finding.muted_at, and Finding.muted_reason fields
-    for all findings whose UID is in the mute rule's finding_uids list.
-
-    Args:
-        tenant_id (str): The tenant ID for RLS context.
-        mute_rule_id (str): The primary key of the MuteRule to apply.
-
-    Returns:
-        dict: A dictionary containing:
-            - 'findings_muted' (int): Total number of findings muted.
-            - 'rule_id' (str): The mute rule ID.
-            - 'status' (str): Final status ('completed').
-    """
-    return mute_historical_findings(tenant_id, mute_rule_id)