chore(api): Update prowler dependency to v5.40 for release 5.40.0 (#12643 )

Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>
chore(changelog): v5.40.0 (#12642 )
2026-10-04 10:14:20 +00:00 · 2026-08-28 12:01:55 +02:00 · 2026-08-28 11:51:30 +02:00 · 2026-08-28 11:08:15 +02:00 · 2026-08-28 10:34:12 +02:00 · 2026-08-27 16:48:38 +02:00
816 changed files with 66836 additions and 4272 deletions
@@ -158,7 +158,7 @@ SENTRY_RELEASE=local
 # REO_DEV_CLIENT_ID=

 #### Prowler release version ####
-NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.38.0
+NEXT_PUBLIC_PROWLER_RELEASE_VERSION=v5.40.0

 # Social login credentials
 SOCIAL_GOOGLE_OAUTH_CALLBACK_URL="${AUTH_URL}/api/auth/callback/google"
@@ -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:
+      - '.*'
@@ -64,7 +64,7 @@ runs:
        scanners: 'vuln'
        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.71.2'
+        version: 'v0.74.0'
      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
      env:
        TRIVY_IGNOREFILE: '.trivyignore.yaml'
@@ -81,7 +81,7 @@ runs:
        scanners: 'vuln'
        ignore-unfixed: 'true' # A finding with no available fix is not actionable, so it must not gate
        timeout: '5m'
-        version: 'v0.71.2'
+        version: 'v0.74.0'
      # Not trivyignores: that input drops the .yaml extension Trivy parses by.
      env:
        TRIVY_IGNOREFILE: '.trivyignore.yaml'
@@ -199,7 +199,7 @@ You MUST structure your response using this EXACT format. Do NOT include anythin

 ### For Check Logic Bug

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

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

 ### For Bug (non-check)

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

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

 ### For Already Fixed

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

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

 ### For Feature Request

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

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

 ### For Not a Bug

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

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

 ### For Needs More Information

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

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

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

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

 ### Available Templates

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

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

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

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

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

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

@@ -162,6 +162,9 @@ 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 }}
@@ -207,9 +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 }}

@@ -217,10 +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 }}

@@ -260,9 +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 }}
@@ -111,6 +111,7 @@ jobs:
        with:
          files: |
            api/**
+            .trivyignore.yaml
            .github/actions/trivy-scan/**
            .github/actions/grype-scan/**
            .grype.yaml
@@ -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
@@ -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'
@@ -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

@@ -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 }}
@@ -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

@@ -55,6 +55,10 @@ jobs:
        # Pin must match .pre-commit-config.yaml so prek and CI behave identically.
        # pnpm dlx doesn't accept --ignore-scripts as a flag; the env var
        # disables postinstall scripts on transitives the same way.
+        #
+        # Files come from `git ls-files` because markdownlint doesn't traverse
+        # dot-directories, so `.github/**/*.md` went unlinted.
+        # `.markdownlintignore` still applies to the listed paths.
        env:
          pnpm_config_ignore_scripts: 'true'
-        run: pnpm dlx markdownlint-cli@0.45.0 '**/*.md'
+        run: git ls-files -z '*.md' | xargs -0 -r pnpm dlx markdownlint-cli@0.45.0 --
@@ -114,6 +114,8 @@ jobs:
          egress-policy: block
          allowed-endpoints: >
            auth.docker.io:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
            files.pythonhosted.org:443
            ghcr.io:443
            github.com:443
@@ -144,6 +146,9 @@ 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 }}
@@ -190,9 +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 }}

@@ -200,10 +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 }}

@@ -243,9 +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 }}
@@ -81,6 +81,8 @@ jobs:
            pkg-containers.githubusercontent.com:443
            files.pythonhosted.org:443
            pypi.org:443
+            dl-cdn.alpinelinux.org:443
+            dualstack.j.sni.global.fastly.net:443
            api.github.com:443
            mirror.gcr.io:443
            check.trivy.dev:443
@@ -103,6 +105,7 @@ jobs:
        with:
          files: |
            mcp_server/**
+            .trivyignore.yaml
            .github/actions/trivy-scan/**
            .github/actions/grype-scan/**
            .grype.yaml
@@ -113,7 +113,7 @@ jobs:

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

@@ -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')

@@ -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'
@@ -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:
@@ -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 }}"
            }
@@ -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
@@ -200,6 +200,9 @@ 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 }}
@@ -262,10 +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 }}

@@ -273,12 +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 }}
@@ -303,7 +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:
@@ -353,9 +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 }}
@@ -10,6 +10,7 @@ on:
      - 'Dockerfile*'
      - 'pyproject.toml'
      - 'uv.lock'
+      - '.trivyignore.yaml'
      - '.github/workflows/sdk-container-checks.yml'
  pull_request:
    branches:
@@ -116,6 +117,7 @@ jobs:
            Dockerfile*
            pyproject.toml
            uv.lock
+            .trivyignore.yaml
            .github/workflows/sdk-container-checks.yml
            .github/actions/trivy-scan/**
            .github/actions/grype-scan/**
@@ -0,0 +1,196 @@
+name: 'SDK: Package Checks'
+
+# Rehearses the PyPI release on every packaging change and once a week, from the
+# consumer's side. Two incidents this guards against:
+#
+# - 5.38.0 shipped an unsatisfiable Requires-Dist (cryptography==50.0.0 while
+#   alibabacloud-tea-openapi and pyopenssl cap it below 49). A [tool.uv] override hid
+#   the conflict inside the repo; pip could not install the wheel and silently
+#   resolved `pip install prowler` to 5.37.1 for a week.
+# - 5.39.0 never published: an unpinned build backend started emitting core metadata
+#   2.5 and the twine bundled in the publish action rejected it.
+#
+# Both were only detectable at release time because nothing built and installed the
+# artifact earlier. The weekly run also catches releases yanked from PyPI after we
+# pinned them (zstd 1.5.7.3, "buggy - not thread safe", sat in uv.lock for months).
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+  schedule:
+    # Monday 06:00 UTC. Yanks and upstream releases happen without a commit here.
+    - cron: '0 6 * * 1'
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions: {}
+
+env:
+  # Must equal the twine bundled in the pypa/gh-action-pypi-publish pin used by
+  # sdk-pypi-release.yml (requirements/runtime.txt in that repo at the pinned tag).
+  # A metadata check that passes here must pass there.
+  TWINE_VERSION: '7.0.0'
+
+jobs:
+  changes:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      contents: read
+    outputs:
+      # Scheduled and manual runs always execute; pushes and PRs only when a packaging
+      # input changed. Jobs skipped this way still report success to branch protection.
+      run: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' || steps.filter.outputs.any_changed == 'true' }}
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+
+      - name: Checkout repository
+        if: github.event_name == 'push' || github.event_name == 'pull_request'
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          # zizmor: ignore[artipacked]
+          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
+
+      - name: Detect packaging changes
+        if: github.event_name == 'push' || github.event_name == 'pull_request'
+        id: filter
+        uses: tj-actions/changed-files@9426d40962ed5378910ee2e21d5f8c6fcbf2dd96 # v47.0.6
+        with:
+          files: |
+            pyproject.toml
+            uv.lock
+            README.md
+            util/replicate_pypi_package.py
+            util/check_yanked_pins.py
+            api/pyproject.toml
+            api/uv.lock
+            mcp_server/pyproject.toml
+            mcp_server/uv.lock
+            .github/workflows/sdk-package-checks.yml
+            .github/workflows/sdk-pypi-release.yml
+            .github/actions/setup-python-uv/**
+
+  install-from-wheel:
+    needs: changes
+    if: needs.changes.outputs.run == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version:
+          - '3.10'
+          - '3.11'
+          - '3.12'
+          - '3.13'
+        package:
+          - 'prowler'
+        include:
+          # prowler-cloud is the same tree renamed by util/replicate_pypi_package.py;
+          # one Python is enough to prove the rename and its build still work.
+          - python-version: '3.12'
+            package: 'prowler-cloud'
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Setup Python with uv
+        uses: ./.github/actions/setup-python-uv
+        with:
+          python-version: ${{ matrix.python-version }}
+          install-dependencies: 'false'
+
+      - name: Rename package to prowler-cloud
+        if: matrix.package == 'prowler-cloud'
+        run: |
+          pip install --no-cache-dir toml
+          python util/replicate_pypi_package.py
+
+      - name: Build sdist and wheel
+        run: uv build
+
+      - name: Check metadata with the release workflow's twine
+        run: uvx --from "twine==${TWINE_VERSION}" twine check --strict dist/*
+
+      - name: Install the wheel with pip into a clean virtualenv
+        # Plain pip, --isolated, from outside the repo: consumers never see [tool.uv]
+        # override-dependencies or constraint-dependencies, so neither does this step.
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir "${GITHUB_WORKSPACE}"/dist/*.whl
+
+      - name: Smoke test the installed CLI
+        run: |
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/prowler" --version
+          # Loads every AWS check module from the installed wheel: catches files missing
+          # from the package. grep fails the step if the summary line never appears.
+          "${RUNNER_TEMP}/consumer/bin/prowler" aws --list-checks | grep 'available checks'
+
+  pinned-releases-not-yanked:
+    needs: changes
+    if: needs.changes.outputs.run == 'true'
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: read
+
+    steps:
+      - name: Harden the runner (Audit all outbound calls)
+        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            release-assets.githubusercontent.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        with:
+          python-version: '3.12'
+
+      - name: Check every pinned and locked release against PyPI
+        run: python util/check_yanked_pins.py . api mcp_server
@@ -84,8 +84,18 @@ jobs:
      - name: Build Prowler package
        run: uv build

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

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

+      - name: Verify the wheel installs with pip
+        # Same check as "SDK: Package Checks", repeated on the exact artifact about to be
+        # published. Plain pip, --isolated, from outside the repo: an unsatisfiable
+        # Requires-Dist fails here instead of on users' machines (5.38.0 shipped one).
+        run: |
+          python -m venv "${RUNNER_TEMP}/consumer"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --quiet --upgrade pip
+          cd "${RUNNER_TEMP}"
+          "${RUNNER_TEMP}/consumer/bin/python" -m pip install --isolated --no-cache-dir --dry-run "${GITHUB_WORKSPACE}"/dist/*.whl
+
      - name: Publish prowler-cloud package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
        with:
          print-hash: true
@@ -216,7 +216,8 @@ jobs:
          elif [ -z "${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 }}
@@ -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:
@@ -147,6 +147,9 @@ 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 }}
@@ -193,9 +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 }}

@@ -203,10 +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 }}

@@ -246,9 +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 }}
@@ -104,6 +104,7 @@ jobs:
        with:
          files: |
            ui/**
+            .trivyignore.yaml
            .github/actions/trivy-scan/**
            .github/actions/grype-scan/**
            .grype.yaml
@@ -108,14 +108,14 @@ 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 }}

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

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

      - name: Add AWS credentials for testing
        run: |
@@ -267,7 +267,7 @@ 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
@@ -301,7 +301,7 @@ 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
@@ -387,7 +387,8 @@ jobs:
            fi
            TEST_PATHS=$(echo "$VALID_PATHS" | tr '\n' ' ')
            echo "Resolved test paths: $TEST_PATHS"
-            pnpm exec playwright test $TEST_PATHS
+            read -ra test_paths <<< "$TEST_PATHS"
+            pnpm exec playwright test "${test_paths[@]}"
          fi

      - name: Upload test reports
@@ -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: ${{ needs.impact-analysis.outputs.modules }}
@@ -113,7 +113,7 @@ jobs:
      - name: Get pnpm store directory
        if: steps.check-changes.outputs.any_changed == 'true'
        shell: bash
-        run: echo "STORE_PATH=$(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 }}

@@ -9,6 +9,14 @@ 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
  - vulnerability: CVE-2026-56852
    package:
      name: golang.org/x/text
@@ -25,12 +33,19 @@ ignore:
    package:
      name: Microsoft.Bcl.Memory

-  # cryptography is capped below 49 by alibabacloud-tea-openapi==0.4.5, which requires
-  # cryptography>=3.0.0,<49.0.0. The fix is in 50.0.0, so it is unreachable until that
-  # dependency raises its ceiling. Verified by attempting the upgrade: resolution fails.
-  - vulnerability: CVE-2026-69247
+  # 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: cryptography
+      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
@@ -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:
@@ -118,8 +118,36 @@ vulnerabilities:
      - "pkg:npm/ip-address"
    expired_at: 2027-01-31

+  # CVE-2026-62901 is a DoS in System.Net.WebSockets (unchecked input for loop condition,
+  # CWE-606), fixed in .NET 9.0.19 / 10.0.11 (published 2026-08-11). The vulnerable runtime
+  # ships inside the PowerShell tarball the Dockerfile pins: 7.5.9 is the latest 7.5.x and
+  # bundles .NET 9.0.18; 7.6.4 bundles .NET 10.0.x < 10.0.11, so no published PowerShell
+  # release contains the fix yet. Prowler only invokes pwsh locally to run M365 module
+  # cmdlets; the image does not accept inbound WebSocket connections, so the DoS path is
+  # not reachable from the network. Remove this temporary suppression as soon as a
+  # PowerShell release shipping .NET 9.0.19+ is available.
+  - id: CVE-2026-62901
+    purls:
+      - "pkg:nuget/Microsoft.NETCore.App.Runtime.linux-x64"
+      - "pkg:nuget/Microsoft.NETCore.App.Runtime.linux-arm64"
+    expired_at: 2026-09-15
+
  # Modules compiled into the Trivy binary the images ship. The binary is pinned by version
  # and verified by checksum in the Dockerfile; only a rebuild by its vendor moves these.
+  # CVE-2026-71556 affects go-git worktree operations that can follow symlinks outside a
+  # cloned repository. Trivy 0.73.0, the latest published release and the version the
+  # images ship, still pins that vulnerable version:
+  # https://github.com/aquasecurity/trivy/blob/v0.73.0/go.mod#L46
+  # Trivy main already contains the 5.19.2 fix, but no published release includes it yet:
+  # https://github.com/aquasecurity/trivy/commit/a2edba9a03987ba0d2ebc8212c1a9a1e6979497b
+  # Prowler invokes Trivy only with `fs` on an existing local path or with `image`; it does
+  # not ask Trivy to clone or mutate a Git worktree, so the affected path is not reachable.
+  # Remove this temporary suppression as soon as a fixed Trivy release is available.
+  - id: CVE-2026-71556
+    purls:
+      - "pkg:golang/github.com/go-git/go-git/v5"
+    expired_at: 2026-09-15
+
  - id: CVE-2026-56852
    purls:
      - "pkg:golang/golang.org/x/text"
@@ -136,20 +164,3 @@ vulnerabilities:
    purls:
      - "pkg:golang/oras.land/oras-go/v2"
    expired_at: 2026-12-31
-  - id: CVE-2026-39822
-    purls:
-      - "pkg:golang/stdlib"
-    expired_at: 2026-12-31
-
-  # cryptography is held below 49 by alibabacloud-tea-openapi==0.4.5, which requires
-  # cryptography>=3.0.0,<49.0.0. The fixes are in 49.0.0 and 50.0.0, so both sit above the
-  # ceiling. Verified by attempting the upgrade: resolution fails. Reachable again only when
-  # that dependency raises its bound.
-  - id: CVE-2026-69247
-    purls:
-      - "pkg:pypi/cryptography"
-    expired_at: 2026-11-30
-  - id: CVE-2026-69249
-    purls:
-      - "pkg:pypi/cryptography"
-    expired_at: 2026-11-30
@@ -8,24 +8,34 @@ ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1

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

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

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

+# High CVEs fixed in Debian trixie-security 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
+#   (image ships 3.5.6-1~deb13u2)
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable version. The three
+# packages are all built from openssl and are flagged separately, so all are named.
+# Drop them once the base image ships 3.5.7-1~deb13u2 or later.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
    wget libicu76 libunwind8 libssl3 libcurl4 ca-certificates apt-transport-https gnupg \
    build-essential pkg-config libzstd-dev zlib1g-dev \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
    && rm -rf /var/lib/apt/lists/*

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

 | Provider | Checks | Services | [Compliance Frameworks](https://docs.prowler.com/user-guide/compliance/tutorials/compliance) | [Categories](https://docs.prowler.com/user-guide/cli/tutorials/misc#categories) | Support | Interface |
 |---|---|---|---|---|---|---|
-| AWS | 621 | 86 | 47 | 19 | Official | UI, API, CLI |
+| AWS | 639 | 86 | 47 | 19 | Official | UI, API, CLI |
 | Azure | 191 | 22 | 21 | 16 | Official | UI, API, CLI |
 | GCP | 109 | 20 | 19 | 12 | Official | UI, API, CLI |
 | Kubernetes | 92 | 7 | 8 | 11 | Official | UI, API, CLI |
 | GitHub | 24 | 3 | 2 | 5 | Official | UI, API, CLI |
-| M365 | 111 | 10 | 6 | 10 | Official | UI, API, CLI |
+| M365 | 143 | 10 | 6 | 10 | Official | UI, API, CLI |
 | OCI | 52 | 14 | 5 | 10 | Official | UI, API, CLI |
 | Alibaba Cloud | 63 | 9 | 6 | 9 | Official | UI, API, CLI |
 | Cloudflare | 29 | 3 | 2 | 5 | Official | UI, API, CLI |
@@ -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]
@@ -4,6 +4,75 @@ All notable changes to the **Prowler API** are documented in this file.

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

+## [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
@@ -7,20 +7,28 @@ ENV POWERSHELL_VERSION=${POWERSHELL_VERSION}
 # Opt out of PowerShell telemetry (Application Insights -> dc.services.visualstudio.com)
 ENV POWERSHELL_TELEMETRY_OPTOUT=1

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

 ARG ZIZMOR_VERSION=1.24.1
 ENV ZIZMOR_VERSION=${ZIZMOR_VERSION}

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

+# High CVEs fixed in Debian trixie-security 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
+#   (image ships 3.5.6-1~deb13u2)
+# Taken as a targeted --only-upgrade rather than by moving the digest: the newest
+# published python:3.12-slim-trixie carries the same vulnerable version. The three
+# packages are all built from openssl and are flagged separately, so all are named.
+# Drop them once the base image ships 3.5.7-1~deb13u2 or later.
 # hadolint ignore=DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
    wget \
@@ -36,6 +44,8 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
    libtool \
    libxslt1-dev \
    python3-dev \
+    && apt-get install -y --no-install-recommends --only-upgrade \
+       util-linux libssl3t64 openssl openssl-provider-legacy \
    && rm -rf /var/lib/apt/lists/*

 # Install PowerShell
@@ -1 +0,0 @@
-Upgrade aiohttp to 3.14.3 to pick up the fix for CVE-2026-69244
@@ -1 +0,0 @@
-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
@@ -1 +0,0 @@
-The API container image now verifies the checksum of every third-party binary it downloads (PowerShell, Trivy, zizmor) before installing it
@@ -1 +0,0 @@
-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
@@ -1 +0,0 @@
-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
@@ -45,7 +45,7 @@ dependencies = [
  "gunicorn==26.0.0",
  "uvloop==0.22.1",
  "lxml==6.1.0",
-  "prowler @ git+https://github.com/prowler-cloud/prowler.git@master",
+  "prowler @ git+https://github.com/prowler-cloud/prowler.git@v5.40",
  "psycopg2-binary==2.9.9",
  "pytest-celery[redis] (==1.3.0)",
  "sentry-sdk[django] (==2.56.0)",
@@ -61,7 +61,7 @@ dependencies = [
  "cartography (==0.138.1)",
  "gevent (==25.9.1)",
  "werkzeug (==3.1.7)",
-  "sqlparse (==0.5.5)",
+  "sqlparse (==0.6.0)",
  "fonttools (==4.62.1)",
  "uvicorn-worker (==0.4.0)"
 ]
@@ -71,7 +71,7 @@ name = "prowler-api"
 package-mode = false
 # Needed for the SDK compatibility
 requires-python = ">=3.11,<3.13"
-version = "1.39.0"
+version = "1.41.0"

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

 [tool.uv]
 # Transitive pins matching master to avoid silent drift; bump deliberately.
-# workos and pyopenssl run ahead of master: the versions master pins cap cryptography
-# below 48, so both were bumped to versions that allow it (PROWLER-2310).
+# workos is api-only; pyopenssl matches master (PROWLER-2310).
 constraint-dependencies = [
  "about-time==4.2.1",
  "adal==1.2.7",
@@ -130,7 +129,7 @@ constraint-dependencies = [
  "alibabacloud-sls20201230==5.9.0",
  "alibabacloud-sts20150401==1.1.6",
  "alibabacloud-tea==0.4.3",
-  "alibabacloud-tea-openapi==0.4.5",
+  "alibabacloud-tea-openapi==0.4.6",
  "alibabacloud-tea-util==0.3.14",
  "alibabacloud-tea-xml==0.0.3",
  "alibabacloud-vpc20160428==6.13.0",
@@ -212,7 +211,7 @@ constraint-dependencies = [
  "coverage==7.5.4",
  "cron-descriptor==1.4.5",
  "crowdstrike-falconpy==1.6.0",
-  "cryptography==48.0.1",
+  "cryptography==50.0.0",
  "cycler==0.12.1",
  "darabonba-core==1.0.8",
  "dash==3.1.1",
@@ -339,7 +338,7 @@ constraint-dependencies = [
  "nltk==3.9.4",
  "numpy==2.2.6",
  "oauthlib==3.3.1",
-  "oci==2.183.0",
+  "oci==2.184.1",
  "openai==1.109.1",
  "openstacksdk==4.2.0",
  "opentelemetry-api==1.39.1",
@@ -380,7 +379,7 @@ constraint-dependencies = [
  "pylint==3.2.5",
  "pymsalruntime==0.18.1",
  "pynacl==1.6.2",
-  "pyopenssl==26.2.0",
+  "pyopenssl==26.4.0",
  "pyparsing==3.3.2",
  "pyreadline3==3.5.4",
  "pysocks==1.7.1",
@@ -424,7 +423,7 @@ constraint-dependencies = [
  "six==1.17.0",
  "slack-sdk==3.39.0",
  "sniffio==1.3.1",
-  "sqlparse==0.5.5",
+  "sqlparse==0.6.0",
  "statsd==4.0.1",
  "std-uritemplate==2.0.8",
  "stevedore==5.6.0",
@@ -458,7 +457,7 @@ constraint-dependencies = [
  "zipp==3.23.0",
  "zope-event==6.1",
  "zope-interface==8.2",
-  "zstd==1.5.7.3"
+  "zstd==1.5.7.2"
 ]
 # prowler@master needs okta==3.4.2, but cartography 0.138.1 requires okta<1.0.0.
 # Attack Paths does not ingest Okta today, so override the Cartography
@@ -485,6 +484,13 @@ 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==1.9.10",
  "microsoft-kiota-authentication-azure==1.9.10",
@@ -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:
@@ -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",
@@ -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",
@@ -1,6 +1,7 @@
 from api.attack_paths.queries.types import (
    AttackPathsQueryAttribution,
    AttackPathsQueryDefinition,
+    AttackPathsQueryOutcome,
    AttackPathsQueryParameterDefinition,
 )
 from tasks.jobs.attack_paths.config import PROWLER_FINDING_LABEL
@@ -13,6 +14,7 @@ AWS_INTERNET_EXPOSED_EC2_SENSITIVE_S3_ACCESS = AttackPathsQueryDefinition(
    short_description="Find SSH-exposed EC2 instances that can assume roles to read tagged sensitive S3 buckets.",
    description="Detect EC2 instances with SSH exposed to the internet that can assume higher-privileged roles to read tagged sensitive S3 buckets despite bucket-level public access blocks.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path_s3 = (aws:AWSAccount {{id: $provider_uid}})--(s3:S3Bucket)--(t:AWSTag)
        WHERE toLower(t.key) = toLower($tag_key) AND toLower(t.value) = toLower($tag_value)
@@ -69,6 +71,7 @@ AWS_RDS_INSTANCES = AttackPathsQueryDefinition(
    short_description="List all provisioned RDS database instances in the account.",
    description="List the selected AWS account alongside the RDS instances it owns.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(rds:RDSInstance)

@@ -91,6 +94,7 @@ AWS_RDS_UNENCRYPTED_STORAGE = AttackPathsQueryDefinition(
    short_description="Find RDS instances with storage encryption disabled.",
    description="Find RDS instances with storage encryption disabled within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(rds:RDSInstance)
        WHERE rds.storage_encrypted = false
@@ -114,6 +118,7 @@ AWS_S3_ANONYMOUS_ACCESS_BUCKETS = AttackPathsQueryDefinition(
    short_description="Find S3 buckets that allow anonymous access.",
    description="Find S3 buckets that allow anonymous access within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(s3:S3Bucket)
        WHERE s3.anonymous_access = true
@@ -137,6 +142,7 @@ AWS_IAM_STATEMENTS_ALLOW_ALL_ACTIONS = AttackPathsQueryDefinition(
    short_description="Find IAM policy statements that allow all actions via wildcard (*).",
    description="Find IAM policy statements that allow all actions via '*' within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(pol:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
        MATCH (stmt)-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -162,6 +168,7 @@ AWS_IAM_STATEMENTS_ALLOW_DELETE_POLICY = AttackPathsQueryDefinition(
    short_description="Find IAM policy statements that allow iam:DeletePolicy.",
    description="Find IAM policy statements that allow the iam:DeletePolicy action within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(pol:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
        MATCH (stmt)-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -187,6 +194,7 @@ AWS_IAM_STATEMENTS_ALLOW_CREATE_ACTIONS = AttackPathsQueryDefinition(
    short_description="Find IAM policy statements that allow any create action.",
    description="Find IAM policy statements that allow actions containing 'create' within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.RESOURCE_INVENTORY,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(pol:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
        MATCH (stmt)-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -215,6 +223,7 @@ AWS_EC2_INSTANCES_INTERNET_EXPOSED = AttackPathsQueryDefinition(
    short_description="Find EC2 instances flagged as exposed to the internet.",
    description="Find EC2 instances flagged as exposed to the internet within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(ec2:EC2Instance)
        WHERE ec2.exposed_internet = true
@@ -240,6 +249,7 @@ AWS_SECURITY_GROUPS_OPEN_INTERNET_FACING = AttackPathsQueryDefinition(
    short_description="Find internet-facing resources with security groups allowing inbound from 0.0.0.0/0.",
    description="Find internet-facing resources associated with security groups that allow inbound access from '0.0.0.0/0'.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(ec2:EC2Instance)--(sg:EC2SecurityGroup)--(ipi:IpPermissionInbound)--(ir:IpRange)
        WHERE ec2.exposed_internet = true
@@ -266,6 +276,7 @@ AWS_CLASSIC_ELB_INTERNET_EXPOSED = AttackPathsQueryDefinition(
    short_description="Find Classic Load Balancers exposed to the internet with their listeners.",
    description="Find Classic Load Balancers exposed to the internet along with their listeners.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(elb:LoadBalancer)--(listener:ELBListener)
        WHERE elb.exposed_internet = true
@@ -291,6 +302,7 @@ AWS_ELBV2_INTERNET_EXPOSED = AttackPathsQueryDefinition(
    short_description="Find ELBv2 (ALB/NLB) load balancers exposed to the internet with their listeners.",
    description="Find ELBv2 load balancers exposed to the internet along with their listeners.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(elbv2:LoadBalancerV2)--(listener:ELBV2Listener)
        WHERE elbv2.exposed_internet = true
@@ -316,6 +328,7 @@ AWS_PUBLIC_IP_RESOURCE_LOOKUP = AttackPathsQueryDefinition(
    short_description="Find the AWS resource associated with a given public IP address.",
    description="Given a public IP address, find the related AWS resource and its adjacent node within the selected account.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PUBLIC_EXPOSURE,
    cypher=f"""
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})-[r]-(x)-[q]-(y)
        WHERE (x:EC2PrivateIp AND x.public_ip = $ip)
@@ -359,6 +372,7 @@ AWS_APPRUNNER_PRIVESC_PASSROLE_CREATE_SERVICE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/apprunner-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -407,6 +421,7 @@ AWS_APPRUNNER_PRIVESC_UPDATE_SERVICE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/apprunner-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with apprunner:UpdateService permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(update_policy:AWSPolicy)-[:STATEMENT]->(stmt_update:AWSPolicyStatement {{effect: 'Allow'}})
@@ -444,6 +459,7 @@ AWS_BATCH_PRIVESC_PASSROLE_SUBMIT_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/batch-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -502,6 +518,7 @@ AWS_BATCH_PRIVESC_SUBMIT_EXISTING_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/batch-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with batch:submitjob permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(:AWSPolicy)-[:STATEMENT]->(:AWSPolicyStatement {{effect: 'Allow'}})-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -538,6 +555,7 @@ AWS_BEDROCK_PRIVESC_PASSROLE_CODE_INTERPRETER = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/bedrock-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -600,6 +618,7 @@ AWS_BEDROCK_PRIVESC_INVOKE_CODE_INTERPRETER = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/bedrock-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with bedrock-agentcore:StartCodeInterpreterSession permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(session_policy:AWSPolicy)-[:STATEMENT]->(stmt_session:AWSPolicyStatement {{effect: 'Allow'}})
@@ -644,6 +663,7 @@ AWS_BRAKET_PRIVESC_PASSROLE_CREATE_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/braket-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -696,6 +716,7 @@ AWS_CLOUDFORMATION_PRIVESC_PASSROLE_CREATE_STACK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/cloudformation-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -744,6 +765,7 @@ AWS_CLOUDFORMATION_PRIVESC_UPDATE_STACK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/cloudformation-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with cloudformation:UpdateStack permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(update_policy:AWSPolicy)-[:STATEMENT]->(stmt_update:AWSPolicyStatement {{effect: 'Allow'}})
@@ -781,6 +803,7 @@ AWS_CLOUDFORMATION_PRIVESC_PASSROLE_CREATE_STACKSET = AttackPathsQueryDefinition
        link="https://pathfinding.cloud/paths/cloudformation-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -836,6 +859,7 @@ AWS_CLOUDFORMATION_PRIVESC_PASSROLE_UPDATE_STACKSET = AttackPathsQueryDefinition
        link="https://pathfinding.cloud/paths/cloudformation-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -884,6 +908,7 @@ AWS_CLOUDFORMATION_PRIVESC_CHANGESET = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/cloudformation-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with cloudformation:CreateChangeSet permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(create_policy:AWSPolicy)-[:STATEMENT]->(stmt_create:AWSPolicyStatement {{effect: 'Allow'}})
@@ -928,6 +953,7 @@ AWS_CODEBUILD_PRIVESC_PASSROLE_CREATE_PROJECT = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/codebuild-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -983,6 +1009,7 @@ AWS_CODEBUILD_PRIVESC_START_BUILD = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/codebuild-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with codebuild:StartBuild permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(build_policy:AWSPolicy)-[:STATEMENT]->(stmt_build:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1020,6 +1047,7 @@ AWS_CODEBUILD_PRIVESC_START_BUILD_BATCH = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/codebuild-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with codebuild:StartBuildBatch permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(build_policy:AWSPolicy)-[:STATEMENT]->(stmt_build:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1057,6 +1085,7 @@ AWS_CODEBUILD_PRIVESC_PASSROLE_CREATE_PROJECT_BATCH = AttackPathsQueryDefinition
        link="https://pathfinding.cloud/paths/codebuild-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1112,6 +1141,7 @@ AWS_CODEDEPLOY_PRIVESC_CREATE_DEPLOYMENT = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/codedeploy-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with codedeploy:createdeployment permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(:AWSPolicy)-[:STATEMENT]->(:AWSPolicyStatement {{effect: 'Allow'}})-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -1160,6 +1190,7 @@ AWS_COGNITO_PRIVESC_PASSROLE_SET_IDENTITY_POOL_ROLES = AttackPathsQueryDefinitio
        link="https://pathfinding.cloud/paths/cognitoidentity-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1212,6 +1243,7 @@ AWS_DATAPIPELINE_PRIVESC_PASSROLE_CREATE_PIPELINE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/datapipeline-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1275,6 +1307,7 @@ AWS_EC2_PRIVESC_PASSROLE_IAM = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ec2-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1323,6 +1356,7 @@ AWS_EC2_PRIVESC_MODIFY_INSTANCE_ATTRIBUTE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ec2-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ec2:ModifyInstanceAttribute permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(modify_policy:AWSPolicy)-[:STATEMENT]->(stmt_modify:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1374,6 +1408,7 @@ AWS_EC2_PRIVESC_PASSROLE_SPOT_INSTANCES = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ec2-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1422,6 +1457,7 @@ AWS_EC2_PRIVESC_LAUNCH_TEMPLATE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ec2-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ec2:CreateLaunchTemplateVersion permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(create_policy:AWSPolicy)-[:STATEMENT]->(stmt_create:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1466,6 +1502,7 @@ AWS_EC2INSTANCECONNECT_PRIVESC_SEND_SSH_PUBLIC_KEY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ec2instanceconnect-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ec2-instance-connect:SendSSHPublicKey permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(connect_policy:AWSPolicy)-[:STATEMENT]->(stmt_connect:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1499,6 +1536,7 @@ AWS_ECS_PRIVESC_PASSROLE_CREATE_SERVICE = AttackPathsQueryDefinition(
    short_description="Create an ECS cluster and service with a privileged Fargate task role to execute arbitrary code.",
    description="Detect principals who can pass IAM roles, create ECS clusters, register task definitions, and create services. This allows creating a Fargate task with a privileged role attached, gaining that role's permissions to execute arbitrary code via the container.",
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    attribution=AttackPathsQueryAttribution(
        text="pathfinding.cloud - ECS-001 - iam:PassRole + ecs:CreateCluster + ecs:RegisterTaskDefinition + ecs:CreateService",
        link="https://pathfinding.cloud/paths/ecs-001",
@@ -1561,6 +1599,7 @@ AWS_ECS_PRIVESC_PASSROLE_RUN_TASK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ecs-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1621,6 +1660,7 @@ AWS_ECS_PRIVESC_PASSROLE_CREATE_SERVICE_EXISTING_CLUSTER = AttackPathsQueryDefin
        link="https://pathfinding.cloud/paths/ecs-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1673,6 +1713,7 @@ AWS_ECS_PRIVESC_PASSROLE_RUN_TASK_EXISTING_CLUSTER = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ecs-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1725,6 +1766,7 @@ AWS_ECS_PRIVESC_PASSROLE_START_TASK_EXISTING_CLUSTER = AttackPathsQueryDefinitio
        link="https://pathfinding.cloud/paths/ecs-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1777,6 +1819,7 @@ AWS_ECS_PRIVESC_EXECUTE_COMMAND = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ecs-006",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ecs:ExecuteCommand permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(exec_policy:AWSPolicy)-[:STATEMENT]->(stmt_exec:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1819,6 +1862,7 @@ AWS_ECS_PRIVESC_PASSROLE_START_EXISTING_TASK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ecs-009",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1871,6 +1915,7 @@ AWS_EMR_PRIVESC_PASSROLE_RUN_JOB_FLOW = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/emr-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1923,6 +1968,7 @@ AWS_EMRSERVERLESS_PRIVESC_PASSROLE_START_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/emrserverless-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -1981,6 +2027,7 @@ AWS_GAMELIFT_PRIVESC_PASSROLE_CREATE_FLEET = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/gamelift-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2045,6 +2092,7 @@ AWS_GLUE_PRIVESC_PASSROLE_DEV_ENDPOINT = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2093,6 +2141,7 @@ AWS_GLUE_PRIVESC_UPDATE_DEV_ENDPOINT = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with glue:UpdateDevEndpoint permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2130,6 +2179,7 @@ AWS_GLUE_PRIVESC_PASSROLE_CREATE_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2185,6 +2235,7 @@ AWS_GLUE_PRIVESC_PASSROLE_CREATE_JOB_TRIGGER = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2240,6 +2291,7 @@ AWS_GLUE_PRIVESC_PASSROLE_UPDATE_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2295,6 +2347,7 @@ AWS_GLUE_PRIVESC_PASSROLE_UPDATE_JOB_TRIGGER = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-006",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2350,6 +2403,7 @@ AWS_GLUE_PRIVESC_PASSROLE_CREATE_SESSION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/glue-007",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2408,6 +2462,7 @@ AWS_IAM_PRIVESC_CREATE_POLICY_VERSION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreatePolicyVersion permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2449,6 +2504,7 @@ AWS_IAM_PRIVESC_CREATE_ACCESS_KEY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreateAccessKey permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2498,6 +2554,7 @@ AWS_IAM_PRIVESC_DELETE_CREATE_ACCESS_KEY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreateAccessKey permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2557,6 +2614,7 @@ AWS_IAM_PRIVESC_CREATE_LOGIN_PROFILE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreateLoginProfile permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2606,6 +2664,7 @@ AWS_IAM_PRIVESC_PUT_ROLE_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find roles with iam:PutRolePolicy permission scoped to themselves
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(role:AWSRole)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2643,6 +2702,7 @@ AWS_IAM_PRIVESC_UPDATE_LOGIN_PROFILE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-006",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:UpdateLoginProfile permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2692,6 +2752,7 @@ AWS_IAM_PRIVESC_PUT_USER_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-007",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find users with iam:PutUserPolicy permission scoped to themselves
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(user:AWSUser)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2729,6 +2790,7 @@ AWS_IAM_PRIVESC_ATTACH_USER_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-008",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find users with iam:AttachUserPolicy permission scoped to themselves
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(user:AWSUser)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2766,6 +2828,7 @@ AWS_IAM_PRIVESC_ATTACH_ROLE_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-009",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find roles with iam:AttachRolePolicy permission scoped to themselves
        MATCH path = (aws:AWSAccount {{id: $provider_uid}})--(role:AWSRole)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2803,6 +2866,7 @@ AWS_IAM_PRIVESC_ATTACH_GROUP_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-010",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find users with iam:AttachGroupPolicy permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(user:AWSUser)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2844,6 +2908,7 @@ AWS_IAM_PRIVESC_PUT_GROUP_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-011",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find users with iam:PutGroupPolicy permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(user:AWSUser)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2885,6 +2950,7 @@ AWS_IAM_PRIVESC_UPDATE_ASSUME_ROLE_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-012",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:UpdateAssumeRolePolicy permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2936,6 +3002,7 @@ AWS_IAM_PRIVESC_ADD_USER_TO_GROUP = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-013",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:AddUserToGroup permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -2985,6 +3052,7 @@ AWS_IAM_PRIVESC_ATTACH_ROLE_POLICY_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-014",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:AttachRolePolicy permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3026,6 +3094,7 @@ AWS_IAM_PRIVESC_ATTACH_USER_POLICY_CREATE_ACCESS_KEY = AttackPathsQueryDefinitio
        link="https://pathfinding.cloud/paths/iam-015",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:AttachUserPolicy permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3085,6 +3154,7 @@ AWS_IAM_PRIVESC_CREATE_POLICY_VERSION_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-016",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreatePolicyVersion permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3127,6 +3197,7 @@ AWS_IAM_PRIVESC_PUT_ROLE_POLICY_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-017",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PutRolePolicy permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3168,6 +3239,7 @@ AWS_IAM_PRIVESC_PUT_USER_POLICY_CREATE_ACCESS_KEY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-018",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PutUserPolicy permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3227,6 +3299,7 @@ AWS_IAM_PRIVESC_ATTACH_ROLE_POLICY_UPDATE_ASSUME_ROLE = AttackPathsQueryDefiniti
        link="https://pathfinding.cloud/paths/iam-019",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:AttachRolePolicy permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3286,6 +3359,7 @@ AWS_IAM_PRIVESC_CREATE_POLICY_VERSION_UPDATE_ASSUME_ROLE = AttackPathsQueryDefin
        link="https://pathfinding.cloud/paths/iam-020",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:CreatePolicyVersion permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3352,6 +3426,7 @@ AWS_IAM_PRIVESC_PUT_ROLE_POLICY_UPDATE_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-021",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PutRolePolicy permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3411,6 +3486,7 @@ AWS_IAM_PRIVESC_DELETE_USER_PERMISSIONS_BOUNDARY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-022",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find IAM users with iam:DeleteUserPermissionsBoundary permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSUser)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3451,6 +3527,7 @@ AWS_IAM_PRIVESC_DELETE_ROLE_BOUNDARY_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/iam-023",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:DeleteRolePermissionsBoundary permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -3499,6 +3576,7 @@ AWS_IMAGEBUILDER_PRIVESC_PASSROLE_CREATE_IMAGE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/imagebuilder-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3569,6 +3647,7 @@ AWS_KINESISANALYTICS_PRIVESC_PASSROLE_CREATE_APP = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/kinesisanalytics-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3627,6 +3706,7 @@ AWS_LAMBDA_PRIVESC_PASSROLE_CREATE_FUNCTION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/lambda-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3682,6 +3762,7 @@ AWS_LAMBDA_PRIVESC_PASSROLE_CREATE_FUNCTION_EVENT_SOURCE = AttackPathsQueryDefin
        link="https://pathfinding.cloud/paths/lambda-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3737,6 +3818,7 @@ AWS_LAMBDA_PRIVESC_UPDATE_FUNCTION_CODE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/lambda-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with lambda:UpdateFunctionCode permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3778,6 +3860,7 @@ AWS_LAMBDA_PRIVESC_UPDATE_FUNCTION_CODE_INVOKE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/lambda-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with lambda:UpdateFunctionCode permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3829,6 +3912,7 @@ AWS_LAMBDA_PRIVESC_UPDATE_FUNCTION_CODE_ADD_PERMISSION = AttackPathsQueryDefinit
        link="https://pathfinding.cloud/paths/lambda-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with lambda:UpdateFunctionCode permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3880,6 +3964,7 @@ AWS_LAMBDA_PRIVESC_PASSROLE_CREATE_FUNCTION_ADD_PERMISSION = AttackPathsQueryDef
        link="https://pathfinding.cloud/paths/lambda-006",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3935,6 +4020,7 @@ AWS_OMICS_PRIVESC_PASSROLE_START_RUN = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/omics-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -3999,6 +4085,7 @@ AWS_SAGEMAKER_PRIVESC_PASSROLE_CREATE_NOTEBOOK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sagemaker-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4047,6 +4134,7 @@ AWS_SAGEMAKER_PRIVESC_PASSROLE_CREATE_TRAINING_JOB = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sagemaker-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4095,6 +4183,7 @@ AWS_SAGEMAKER_PRIVESC_PASSROLE_CREATE_PROCESSING_JOB = AttackPathsQueryDefinitio
        link="https://pathfinding.cloud/paths/sagemaker-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4143,6 +4232,7 @@ AWS_SAGEMAKER_PRIVESC_PRESIGNED_NOTEBOOK_URL = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sagemaker-004",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with sagemaker:CreatePresignedNotebookInstanceUrl permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4184,6 +4274,7 @@ AWS_SAGEMAKER_PRIVESC_LIFECYCLE_CONFIG_NOTEBOOK = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sagemaker-005",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with sagemaker:CreateNotebookInstanceLifecycleConfig permission (this IS path_principal)
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4242,6 +4333,7 @@ AWS_SCHEDULER_PRIVESC_PASSROLE_CREATE_SCHEDULE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/scheduler-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4294,6 +4386,7 @@ AWS_SSM_PRIVESC_START_SESSION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ssm-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ssm:StartSession permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4331,6 +4424,7 @@ AWS_SSM_PRIVESC_SEND_COMMAND = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ssm-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with ssm:SendCommand permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4368,6 +4462,7 @@ AWS_SSM_PRIVESC_PASSROLE_AUTOMATION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/ssm-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.CODE_EXECUTION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4426,6 +4521,7 @@ AWS_SSO_PRIVESC_PERMISSION_SET_ESCALATION = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sso-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with sso:CreatePermissionSet permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4477,6 +4573,7 @@ AWS_SSO_PRIVESC_ATTACH_MANAGED_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sso-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with sso:attachmanagedpolicytopermissionset permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4514,6 +4611,7 @@ AWS_SSO_PRIVESC_PUT_INLINE_POLICY = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sso-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with sso:putinlinepolicytopermissionset permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4552,6 +4650,7 @@ AWS_STEPFUNCTIONS_PRIVESC_PASSROLE_CREATE_STATE_MACHINE = AttackPathsQueryDefini
        link="https://pathfinding.cloud/paths/stepfunctions-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with iam:PassRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(passrole_policy:AWSPolicy)-[:STATEMENT]->(stmt_passrole:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4610,6 +4709,7 @@ AWS_STEPFUNCTIONS_PRIVESC_UPDATE_STATE_MACHINE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/stepfunctions-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with states:updatestatemachine permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(:AWSPolicy)-[:STATEMENT]->(:AWSPolicyStatement {{effect: 'Allow'}})-[:HAS_ACTION]->(act:AWSPolicyStatementActionItem)
@@ -4652,6 +4752,7 @@ AWS_STS_PRIVESC_ASSUME_ROLE = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sts-001",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find principals with sts:AssumeRole permission
        MATCH path_principal = (aws:AWSAccount {{id: $provider_uid}})--(principal:AWSPrincipal)-[:POLICY]->(policy:AWSPolicy)-[:STATEMENT]->(stmt:AWSPolicyStatement {{effect: 'Allow'}})
@@ -4693,6 +4794,7 @@ AWS_STS_PRIVESC_CROSS_ACCOUNT_TRUST = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sts-002",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find roles that trust an external account's root principal (cross-account trust)
        MATCH path_target = (aws:AWSAccount {{id: $provider_uid}})--(target_role:AWSRole)-[:TRUSTS_AWS_PRINCIPAL]->(trusted:AWSRootPrincipal)
@@ -4725,6 +4827,7 @@ AWS_STS_PRIVESC_WILDCARD_TRUST = AttackPathsQueryDefinition(
        link="https://pathfinding.cloud/paths/sts-003",
    ),
    provider="aws",
+    outcome=AttackPathsQueryOutcome.PRIVILEGE_ESCALATION,
    cypher=f"""
        // Find roles linked to a wildcard principal for manual review
        MATCH path_target = (aws:AWSAccount {{id: $provider_uid}})--(target_role:AWSRole)-[:TRUSTS_AWS_PRINCIPAL]->(trusted:AWSPrincipal)
@@ -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)
@@ -6,6 +6,7 @@ from api.rls import RowLevelSecurityConstraint
 from api.uuid_utils import datetime_to_uuid7
 from dateutil.relativedelta import relativedelta
 from django.conf import settings
+from django.core.exceptions import ImproperlyConfigured
 from psqlextra.partitioning import (
    PostgresPartitioningError,
    PostgresPartitioningManager,
@@ -153,10 +154,17 @@ class PostgresUUIDv7PartitioningStrategy(PostgresRangePartitioningStrategy):
        )


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


 #
@@ -173,7 +181,7 @@ manager = PostgresPartitioningManager(
                    months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                ),
                count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                    settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                ),
                name_format="%Y_%b",
@@ -189,7 +197,7 @@ manager = PostgresPartitioningManager(
                    months=settings.FINDINGS_TABLE_PARTITION_MONTHS
                ),
                count=settings.FINDINGS_TABLE_PARTITION_COUNT,
-                max_age=relative_days_or_none(
+                max_age=relative_months_or_none(
                    settings.FINDINGS_TABLE_PARTITION_MAX_AGE_MONTHS
                ),
                name_format="%Y_%b",
@@ -1,7 +1,7 @@
 openapi: 3.0.3
 info:
  title: Prowler API
-  version: 1.39.0
+  version: 1.41.0
  description: |-
    Prowler API specification.

@@ -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
    ):
@@ -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):
@@ -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(
@@ -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)
@@ -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
@@ -77,8 +78,9 @@ 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.utils import CaptureQueriesContext
@@ -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
@@ -5388,6 +5434,72 @@ 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,
@@ -14561,6 +14673,37 @@ 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):
@@ -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"
@@ -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(
@@ -238,6 +238,7 @@ from api.v1.serializers import (
    TokenSocialLoginSerializer,
    TokenSwitchTenantSerializer,
    UserCreateSerializer,
+    UserMeSerializer,
    UserRoleRelationshipSerializer,
    UserSerializer,
    UserUpdateSerializer,
@@ -1113,6 +1114,8 @@ class UserViewSet(BaseUserViewset):
            return UserCreateSerializer
        elif self.action == "partial_update":
            return UserUpdateSerializer
+        elif self.action == "me":
+            return UserMeSerializer
        else:
            return UserSerializer

@@ -1130,7 +1133,7 @@ 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 +1445,7 @@ 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)
@@ -45,7 +45,7 @@ constraints = [
    { name = "alibabacloud-sls20201230", specifier = "==5.9.0" },
    { name = "alibabacloud-sts20150401", specifier = "==1.1.6" },
    { name = "alibabacloud-tea", specifier = "==0.4.3" },
-    { name = "alibabacloud-tea-openapi", specifier = "==0.4.5" },
+    { name = "alibabacloud-tea-openapi", specifier = "==0.4.6" },
    { name = "alibabacloud-tea-util", specifier = "==0.3.14" },
    { name = "alibabacloud-tea-xml", specifier = "==0.0.3" },
    { name = "alibabacloud-vpc20160428", specifier = "==6.13.0" },
@@ -127,7 +127,7 @@ constraints = [
    { name = "coverage", specifier = "==7.5.4" },
    { name = "cron-descriptor", specifier = "==1.4.5" },
    { name = "crowdstrike-falconpy", specifier = "==1.6.0" },
-    { name = "cryptography", specifier = "==48.0.1" },
+    { name = "cryptography", specifier = "==50.0.0" },
    { name = "cycler", specifier = "==0.12.1" },
    { name = "darabonba-core", specifier = "==1.0.8" },
    { name = "dash", specifier = "==3.1.1" },
@@ -254,7 +254,7 @@ constraints = [
    { name = "nltk", specifier = "==3.9.4" },
    { name = "numpy", specifier = "==2.2.6" },
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+    { url = "https://files.pythonhosted.org/packages/af/b6/af908387814b99172d3aea6aeb24b19583aadfa45f6021e5e2a0d6d8e99a/zstd-1.5.7.2-cp312-cp312-manylinux_2_4_i686.whl", hash = "sha256:b835405cc4080b378e45029f2fe500e408d1eaedfba7dd7402aba27af16955f9", size = 322237, upload-time = "2025-06-23T13:17:35.482Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/d7/ab9142e002a7eaa451cb4bb37a74c390c489ba8ae75ade543840496eda04/zstd-1.5.7.2-cp312-cp312-win32.whl", hash = "sha256:e4cf97bb97ed6dbb62d139d68fd42fa1af51fd26fd178c501f7b62040e897c50", size = 149453, upload-time = "2025-06-23T13:13:02.786Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/c7/c182ea7bc283f591e3f3c5f0f239e7a92c9bc1f626642ae2c4dfbe51d6f2/zstd-1.5.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:55e2edc4560a5cf8ee9908595e90a15b1f47536ea9aad4b2889f0e6165890a38", size = 166628, upload-time = "2025-06-23T13:13:03.745Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/c9/a6495a7bf168a78f0a0c01d61d830ebfb401315a64fd1ae8d725c458114c/zstd-1.5.7.2-pp311-pypy311_pp73-manylinux_2_14_x86_64.whl", hash = "sha256:5fb2ff5718fe89181223c23ce7308bd0b4a427239379e2566294da805d8df68a", size = 315542, upload-time = "2025-06-23T12:39:27.598Z" },
 ]
@@ -4,6 +4,192 @@ description: "New features and improvements in each Prowler release"
 rss: true
 ---

+<Update label="v5.39.0" description="August 13, 2026">
+  ### 🤖 Lighthouse AI — Finding Skills
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Lighthouse AI now embeds a Skills menu on every finding, answering the questions an analyst actually asks. **Contextual Fix** produces the fix for the finding, **Triage Decision** judges whether it is real and closes it out when it is not, and **Systemic Scope** determines whether the problem is a one-off or everywhere. A free-form "Ask Lighthouse anything" prompt sits in the same menu, and each run shows its progress and offers follow-up actions such as creating a Jira issue or muting the finding.
+
+  ![Lighthouse AI Skills menu on a finding resource](/images/changelog/v5.39.0-lighthouse-finding-skills.png)
+
+  Read more in the [Lighthouse AI documentation](https://docs.prowler.com/getting-started/products/prowler-cloud-lighthouse).
+
+  ### ☁️ Azure Management Group Onboarding
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Azure subscriptions no longer onboard one at a time. Choose "Add Multiple Subscriptions With Azure Management Group" in the add-provider wizard, enter the Microsoft Entra tenant ID, and authenticate once with a single tenant-wide service principal: Prowler discovers the entire management-group hierarchy under the tenant root, lets you select the subscriptions to onboard, and creates their providers with the management-group structure preserved. Azure now matches the one-step onboarding that AWS Organizations and GCP organizations already have.
+
+  ![Azure onboarding method selector with the Management Group option](/images/changelog/v5.39.0-azure-mg-selector.png)
+
+  Read more in the [Azure Management Groups documentation](https://docs.prowler.com/user-guide/tutorials/prowler-cloud-azure-management-groups).
+
+  ### ✅ Findings Triage — Verify MANUAL Findings as PASS
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Checks that require human judgment report `MANUAL` findings. For these findings, and only for them, the triage status selector now offers **Resolved**: choosing it asks for the required written evidence and verifies the finding as passing. The finding then reports an effective `PASS` while preserving the raw `MANUAL` scan result, across findings, finding groups, compliance reports, and scans, with the attestation's author, evidence, and validity always visible. Attestations expire automatically after 90 days, or as soon as a new scan reports a real failure, returning the finding to the review queue.
+
+  ![Triage status selector offering Resolved on a MANUAL finding](/images/changelog/v5.39.0-manual-pass-selector.png)
+
+  ![Manual Pass details showing evidence, author, and validity](/images/changelog/v5.39.0-manual-pass-details.png)
+
+  Read more in the [Findings Triage documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-findings-triage#verify-a-manual-finding-as-pass).
+
+  ### ☁️ Prowler Cloud MCP — Organizations Management and Grouped Jira Dispatch
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  The hosted Prowler Cloud MCP server adds eight organization tools, so an agent can onboard and manage entire cloud organizations end to end: create the organization, discover its accounts, subscriptions, and projects, apply the selection, and manage the resulting providers. The tools cover AWS Organizations, GCP organizations, and Azure tenant root management groups, and they are available to Lighthouse AI.
+
+  `prowler_send_findings_to_jira` also gains Cloud-only dispatch capabilities: select failed findings by check IDs against the latest completed scan, and send them in grouped mode, one Jira work item per check listing up to 50 affected resources, with per-group error reporting.
+
+  Read more in the [Prowler MCP tools documentation](https://docs.prowler.com/getting-started/basic-usage/prowler-mcp-tools) and its [Jira operations reference](https://docs.prowler.com/getting-started/basic-usage/prowler-mcp-tools#jira-operations).
+
+  ### 🕸️ Attack Paths — Grouped Graph with Outcome Destinations
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  The Attack Paths graph now reads from source to destination. Resources of the same class collapse into a single expandable node with a count, clicking reveals its members, and every path terminates in an explicit outcome node naming the destination impact: code execution, privilege escalation, public exposure, or resource inventory. The per-account hub node is gone, and the clicked resource stays highlighted while its findings are expanded.
+
+  ![Attack Paths graph from the Internet to a public exposure outcome node](/images/changelog/v5.39.0-attack-paths-graph.png)
+
+  Explore the full Attack Paths query catalog at [Prowler Hub](https://hub.prowler.com/attack-paths).
+
+  Read more in the [Attack Paths documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-attack-paths).
+
+  ### 📚 New Compliance Framework — CMMC 2.0
+
+  The Cybersecurity Maturity Model Certification (CMMC) is the certification the US Department of Defense requires from contractors and suppliers that handle federal contract data. Prowler now includes CMMC 2.0 as a universal framework with all 149 requirements defined by the CMMC Program rule (32 CFR Part 170), organized in its three levels:
+
+  - **Level 1 (Foundational):** 15 requirements for the basic safeguarding of Federal Contract Information, from FAR 52.204-21.
+  - **Level 2 (Advanced):** 110 requirements from NIST SP 800-171 Rev 2, protecting Controlled Unclassified Information.
+  - **Level 3 (Expert):** 24 enhanced requirements from NIST SP 800-172 for the most sensitive programs.
+
+  Requirements map to Prowler checks across AWS, Azure, GCP, Alibaba Cloud, Oracle Cloud, and Microsoft 365, so one framework reports the compliance posture of the whole estate.
+
+  Read more in the [Compliance documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance).
+
+  ### 🔍 Checks
+
+  #### Microsoft 365
+
+  Twenty new Entra ID checks expand the coverage of CIS Microsoft 365 Foundations Benchmark v7.0.0:
+
+  - **Password protection:** custom banned password list, on-premises enforcement, and lockout threshold and duration.
+  - **Default user permissions:** security group and Microsoft 365 group creation restricted, and guest invitations limited to allowed domains.
+  - **Conditional Access:** high and medium sign-in risk blocked, authentication transfer blocked, untrusted locations blocked, trusted named locations defined, sign-in frequency enforced, and token protection enforced.
+  - **Sessions and authentication methods:** idle session timeout configured, email one-time passcodes disabled, and Microsoft Authenticator context shown.
+  - **PIM and access reviews:** approval required to activate the Global Administrator and Privileged Role Administrator roles, and access reviews configured for guest users and privileged roles.
+
+  Explore all Microsoft 365 checks at [Prowler Hub](https://hub.prowler.com/check?provider=m365).
+
+  #### AWS
+
+  Two new checks detect hardcoded secrets:
+
+  - `batch_job_definition_no_secrets` scans Batch job definition environment variables and command parameters. Thanks to @praneetrajv!
+  - `awslambda_layer_no_secrets_in_content` scans Lambda layer package content. Thanks to @ganiganesh25!
+
+  Explore all AWS checks at [Prowler Hub](https://hub.prowler.com/check?provider=aws).
+
+  ### 🙌 External Contributors
+
+  Thank you to our community contributors for this release!
+
+  - @praneetrajv: AWS `batch_job_definition_no_secrets` check ([#12117](https://github.com/prowler-cloud/prowler/pull/12117))
+  - @ganiganesh25: AWS `awslambda_layer_no_secrets_in_content` check ([#12233](https://github.com/prowler-cloud/prowler/pull/12233))
+  - @andoniaf: GitHub `organization_repository_creation_limited` now reports low severity when repository creation is limited to private or internal visibility ([#12164](https://github.com/prowler-cloud/prowler/pull/12164))
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.39.0) for the complete list of changes.
+</Update>
+
+<Update label="v5.38.0" description="August 6, 2026">
+  ### 📌 Compliance Watchlist
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  Compliance Watchlist keeps the frameworks an organization tracks in one shared list. Pin frameworks from any compliance view, manage several at once through a searchable catalog, and filter the Compliance section to show only the pinned frameworks.
+
+  The Overview page now reports the latest score for every pinned framework, while finding details highlight the watched frameworks associated with each check. Universal frameworks remain a single watchlist entry across provider views, keeping the organization's priorities consistent everywhere.
+
+  ![Compliance Watchlist editor](/images/compliance/prowler-app-compliance-watchlist-editor.png)
+
+  Read more in the [Compliance Watchlist documentation](https://docs.prowler.com/user-guide/compliance/tutorials/compliance#tracking-frameworks-with-the-compliance-watchlist).
+
+  ### 🔐 SAML SSO - Multiple Email Domains
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  One SAML configuration can now authorize a primary email domain and up to 19 additional domains through the same Identity Provider. Every domain shares one stable Assertion Consumer Service (ACS) URL based on the primary domain, so subsidiaries, acquired companies, regional domains, and multiple brands no longer require separate tenants or duplicated SAML applications.
+
+  Domain ownership remains tenant-bound throughout the authentication flow. During service provider-initiated sign-in, the discovery domain and the domain asserted by the Identity Provider must resolve to the same tenant before provisioning continues.
+
+  ![SAML configuration with multiple email domains](/images/prowler-app/saml/saml-multiple-domains.png)
+
+  Read more in the [SAML SSO documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-sso#add-multiple-saml-domains).
+
+  ### 👥 User Sign-In Methods
+
+  <Note>
+  This feature is available exclusively in **Prowler Cloud** and **Prowler Private Cloud** with a [subscription](https://prowler.com/pricing).
+  </Note>
+
+  The Users table now shows each account's sign-in methods as tags, including email/password, Google, GitHub, SAML with linked domains, and Partner SSO. Accounts without a reported method display a placeholder.
+
+  ![Users table showing sign-in method tags](/images/changelog/v5.38.0-user-sign-in-methods.png)
+
+  ### 🕸️ Attack Paths - Expanded AWS Privilege-Escalation Coverage
+
+  Attack Paths adds 20 AWS privilege-escalation queries from [pathfinding.cloud](https://pathfinding.cloud), while `iam_policy_allows_privilege_escalation` gains 22 additional escalation combinations.
+
+  The new coverage includes service `iam:PassRole` paths across AWS Batch, Braket, Cognito Identity, ECS, EMR, EMR Serverless, GameLift, Glue, EC2 Image Builder, Kinesis Analytics, HealthOmics, EventBridge Scheduler, Systems Manager, and Step Functions. It also covers existing-resource abuse, permissions-boundary removal, role assumption, and IAM Identity Center permission-set policy injection.
+
+  The query catalog now exposes each AWS query's outcome category, distinguishing code execution, privilege escalation, public exposure, and resource inventory.
+
+  Explore the full Attack Paths query catalog at [Prowler Hub](https://hub.prowler.com/attack-paths).
+
+  Read more in the [Attack Paths documentation](https://docs.prowler.com/user-guide/tutorials/prowler-app-attack-paths).
+
+  ### 🔍 Checks
+
+  #### Microsoft 365
+
+  Twelve new checks expand the coverage of CIS Microsoft 365 Foundations Benchmark v7.0.0:
+
+  - **Admin Center:** Shared Bookings is disabled.
+  - **Defender:** Priority account protection and strict preset security policies are enabled.
+  - **Entra ID:** Six checks cover device registration restrictions, local administrator behavior, device limits, LAPS, and BitLocker key visibility.
+  - **Exchange Online:** Personal accounts in Outlook on the web are disabled and Direct Send is rejected.
+  - **Microsoft Teams:** External access from trial-only tenants is blocked.
+
+  Explore all Microsoft 365 checks at [Prowler Hub](https://hub.prowler.com/check?provider=m365).
+
+  ### 🔐 Security
+
+  - Prowler API, UI, SDK, and MCP container images now publish per-architecture Software Bills of Materials (SBOMs) and build-provenance attestations. Prowler Cloud production and Prowler Private Cloud images carry the same attestations.
+  - SDK and API container builds verify the checksums of downloaded PowerShell, Trivy, and zizmor binaries before installation.
+  - Grype now complements Trivy across the container-image security gates, detecting components and vulnerabilities that manifest-based scanners can miss and blocking fixable high and critical findings.
+  - `aiohttp` was upgraded to 3.14.3 to address CVE-2026-69244. `cryptography` was upgraded to 50.0.0 to address CVE-2026-69247 and CVE-2026-69249.
+
+  See the [full release notes on GitHub](https://github.com/prowler-cloud/prowler/releases/tag/5.38.0) for the complete list of changes.
+</Update>
+
 <Update label="v5.37.0" description="August 3, 2026">
  ### 💬 Lighthouse AI — Context-Aware Chat and a Bigger Toolbox

@@ -224,9 +224,9 @@ Each check **must** populate the report with a unique identifier for the audited
            - `resource_name`: Description of the configuration (e.g., "SharePoint Settings")
 - GitHub
    - Resource ID — `report.resource_id`.
-        - The ID of the Github resource. This is a system-generated integer that uniquely identifies the resource within the Github platform.
+        - The ID of the GitHub resource. This is a system-generated integer that uniquely identifies the resource within the GitHub platform.
    - Resource Name — `report.resource_name`.
-        - The name of the Github resource. In the case of a repository, this is just the repository name. For full repository names use the resource `full_name`.
+        - The name of the GitHub resource. In the case of a repository, this is just the repository name. For full repository names use the resource `full_name`.

 ### Configurable Checks in Prowler

@@ -120,14 +120,14 @@ class NewFeatureTools(BaseTool):

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

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

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

 ### Error Handling

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

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

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

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

 ### Determining Regional vs Non-Regional Architecture

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

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

 **File:** `prowler/providers/<provider_name>/lib/regions/<provider_name>_regions.py`
@@ -1773,7 +1773,7 @@ The implementation of the mutelist is the same as the [SDK providers](#step-5-im
 Region management is essential for cloud providers that operate across multiple geographic locations. This component handles region validation and provides region-specific functionality.

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

 **File:** `prowler/providers/<provider_name>/lib/regions/<provider_name>_regions.py`
@@ -525,7 +525,7 @@ with mock.patch(
 ):
 ```

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

 #### Patching vs. Importing

@@ -182,7 +182,8 @@
                "pages": [
                  "user-guide/tutorials/prowler-app-s3-integration",
                  "user-guide/tutorials/prowler-app-security-hub-integration",
-                  "user-guide/tutorials/prowler-app-jira-integration"
+                  "user-guide/tutorials/prowler-app-jira-integration",
+                  "user-guide/tutorials/prowler-app-slack-integration"
                ]
              },
              {
@@ -301,6 +302,15 @@
          {
            "group": "Providers",
            "pages": [
+              {
+                "group": "Organizations",
+                "pages": [
+                  "user-guide/organizations",
+                  "user-guide/providers/aws/organizations",
+                  "user-guide/providers/gcp/organization",
+                  "user-guide/providers/azure/management-groups"
+                ]
+              },
              {
                "group": "Alibaba Cloud",
                "pages": [
@@ -330,6 +340,7 @@
                  "user-guide/providers/azure/getting-started-azure",
                  "user-guide/providers/azure/authentication",
                  "user-guide/providers/azure/use-non-default-cloud",
+                  "user-guide/providers/azure/management-groups",
                  "user-guide/providers/azure/subscriptions",
                  "user-guide/providers/azure/resource-groups",
                  "user-guide/providers/azure/create-prowler-service-principal"
@@ -184,7 +184,7 @@ Prowler enables security scanning of Kubernetes clusters, supporting both **in-c
    ```

    <Note>
-        By default, Prowler scans all namespaces in the active Kubernetes context. Use the `--context`flag to specify the context to be scanned and `--namespaces` to restrict scanning to specific namespaces.
+        By default, Prowler scans all namespaces in the active Kubernetes context. Use the `--context` flag to specify the context to be scanned and `--namespaces` to restrict scanning to specific namespaces.

    </Note>
 ## Microsoft 365
@@ -11,10 +11,10 @@ Complete reference guide for all tools available in the Prowler MCP Server. Tool
 | Prowler Hub | 10 tools | No | Cloud and Local MCP Server |
 | Prowler Documentation | 2 tools | No | Cloud and Local MCP Server |
 | Prowler Cloud, Private Cloud & Local Server | 49 tools | Yes | Cloud and Local MCP Server |
-| Prowler Cloud management | 32 tools | Yes | Cloud MCP Server only |
+| Prowler Cloud management | 40 tools | Yes | Cloud MCP Server only |

 <Note>
-48 of the 49 Prowler tools are available on both servers. `prowler_schedule_daily_scan` is the exception: it is Local-only, because the Cloud MCP Server supersedes it with the `prowler_cloud_*` [Scan Scheduling](#scan-scheduling) tools.
+48 of the 49 Prowler tools are available on both servers. `prowler_schedule_daily_scan` is the exception: it is Local-only, because the Cloud MCP Server supersedes it with the `prowler_cloud_*` [Scan Scheduling](#scan-scheduling) tools. `prowler_send_findings_to_jira` is exposed by both servers but accepts two [extra parameters](#jira-operations) on the Cloud MCP Server.
 </Note>

 ## Tool Naming Convention
@@ -124,7 +124,20 @@ Tools for managing where Prowler sends its results: Amazon S3 buckets, AWS Secur
 #### Jira Operations

 - **`prowler_get_jira_issue_types`** - List the issue types available in a Jira project, fetched live from Jira
- **`prowler_send_findings_to_jira`** - Create one Jira work item per finding, with its severity, resource, risk, and remediation steps
+- **`prowler_send_findings_to_jira`** - Create Jira work items from findings, each carrying the check title, severity, status, provider, region, resource, risk, and remediation steps. Select the findings either by ID with `finding_ids`, or — on Prowler Cloud only — by check with `check_ids`, and choose between one work item per finding or one per check with `dispatch_mode`
+
+<Note>
+`check_ids` and `dispatch_mode` are **Prowler Cloud only**:
+
+- **`check_ids`** - Send the failing findings of a check (for example `s3_bucket_public_access`) without listing their IDs. Prowler resolves them server-side, taking only the failed findings of the latest completed scan of every provider. Get the check IDs from `prowler_list_finding_groups`. Exactly one of `finding_ids` or `check_ids` is required — Prowler combines both filters, so sending both would only dispatch their intersection. A Local MCP Server rejects `check_ids` with a client error.
+- **`dispatch_mode`** - `individual` (the default) creates one work item per finding. `grouped` creates one work item per check instead, listing up to 50 affected resources and linking back to the finding group in Prowler Cloud, which keeps a noisy check to a single ticket. Grouped dispatch only covers failed, unmuted findings of the latest completed scan of every provider. A Local MCP Server ignores `dispatch_mode` instead of rejecting it, and creates one work item per finding.
+
+In `grouped` mode the response counters change meaning: `created_count` counts work items (one per check) rather than findings, `failed_count` counts the entries of the new `failed_groups` field, and `failed_groups` details each failure with its reason and the `check_id` whose work item could not be created.
+</Note>
+
+<Warning>
+`prowler_send_findings_to_jira` creates real work items that Prowler cannot delete or update afterwards. Only retry the same dispatch when the previous response returned `safe_to_retry: true`, otherwise the work items already created are duplicated. Combining `check_ids` with the default `individual` mode opens one work item per failing resource, which can be hundreds of them — use `dispatch_mode="grouped"` to keep it to one per check.
+</Warning>

 ### Attack Paths Analysis

@@ -167,6 +180,23 @@ Manage Prowler Cloud-only features and configuration. **Requires authentication.
 These tools are available **only on the Cloud MCP Server** (`https://mcp.prowler.com/mcp`). A Local MCP Server does not expose them, because the features they manage exist only in Prowler Cloud.
 </Note>

+### Organizations
+
+Tools for onboarding a cloud provider organization as a whole — an AWS Organization, an Azure tenant with its management groups, or a GCP organization with its folders. An organization holds org-level credentials, discovers the real account, subscription, or project structure in the cloud, and turns a selection from that discovery into Prowler providers linked into a hierarchy of nodes. Every tool that changes something — creating, updating, deleting, discovering, applying a discovery, or adjusting provider membership — requires the **Manage Providers** permission; listing and reading do not.
+
+<Note>
+Use these tools for the whole organization. To register providers one by one, use the [Provider Management](#provider-management) tools instead; to build arbitrary RBAC buckets of providers, use provider groups.
+</Note>
+
+- **`prowler_cloud_list_organizations`** - Browse the registered organizations with lightweight data (name, type, external id, provider and node counts), filtered by type or cloud-side external id
+- **`prowler_cloud_get_organization`** - Get one organization in full: attributes, linked providers, credentials status, latest discovery, and the OU / management group / folder hierarchy. Set `include_hierarchy` to `false` to skip the tree on large organizations
+- **`prowler_cloud_create_organization`** - Register an organization, optionally storing its org-level credentials in the same call. Idempotent: an organization with the same type and external id is reused and its credentials rotated, reported as `created: false`
+- **`prowler_cloud_update_organization`** - Rename an organization, replace its metadata, and/or create or rotate its org-level credentials. `org_type` and `external_id` are immutable after creation
+- **`prowler_cloud_delete_organization`** - Delete an organization, its entire hierarchy, and every linked provider
+- **`prowler_cloud_discover_organization`** - Enumerate the real cloud structure: AWS accounts and OUs, Azure subscriptions and management groups, or GCP projects and folders. Each item comes back with its registration state so you can choose what to onboard
+- **`prowler_cloud_apply_organization_discovery`** - Turn a discovery selection into Prowler providers and hierarchy nodes
+- **`prowler_cloud_manage_organization_providers`** - Manually `add`, `replace`, or `remove` the providers linked to an organization or to one of its hierarchy nodes. Providers are detached, never deleted
+
 ### Scan Configurations

 Tools for managing reusable scan configurations — per-provider check and compliance selections — and attaching them to providers. Providers without a configuration attached use the default.
@@ -22,7 +22,7 @@ Google Cloud Security Command Center (Cloud SCC) is a centralized security and r

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

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

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

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

 ```env
-PROWLER_UI_VERSION="5.37.0"
-PROWLER_API_VERSION="5.37.0"
+PROWLER_UI_VERSION="5.39.0"
+PROWLER_API_VERSION="5.39.0"
 ```

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


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

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

    _Commands_:
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Prowler Botandprowler-bot	49104f39df	chore(api): Update prowler dependency to v5.40 for release 5.40.0 (#12643 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-28 12:01:55 +02:00
Prowler Botandprowler-bot	4d13e8432e	chore(changelog): v5.40.0 (#12642 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-28 11:51:30 +02:00
Pedro Martín	5f24bec9fe	fix(compliance): correct Cyber Essentials mappings and remediation text (#12596 )	2026-08-28 11:08:15 +02:00
César Arroba	afefb8f333	fix(api): apply findings partition max age in months, not days (#12580 )	2026-08-28 10:34:12 +02:00
Rubén De la Torre Vico	2b81fdcc04	fix(mcp): call the Mintlify search endpoint the documentation moved to (#12578 )	2026-08-27 16:48:38 +02:00
Pablo Fernandez Guerra (PFE)	db298c1d48	fix(ui): redirect the Slack OAuth callback relative to the browser's origin (#12577 )	2026-08-27 16:13:36 +02:00
Zuhef Ahmed Juhef Daniel Barranquero	2877c3d6c0	fix(slack): handle scans that produce no findings (#12229 ) Co-authored-by: Juhef <117518034+juheff@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-27 14:03:33 +02:00
Zuhef Ahmed Juhef Daniel Barranquero	ee64c17108	fix(kubernetes): return empty list when resource gather fails (#12225 ) Co-authored-by: Juhef <117518034+juheff@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-27 13:55:46 +02:00
Pablo Fernandez Guerra (PFE)andalejandrobailo	a610314eba	fix(ui): complete Slack OAuth callback server-side to avoid router race (#12572 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-27 13:54:15 +02:00
Muhammad Ibrahimandpedrooot	301edea7ce	feat(compliance): add Cyber Essentials 3.3 for Azure (#11588 ) Co-authored-by: pedrooot <pedromarting3@gmail.com>	2026-08-27 13:31:18 +02:00
Zuhef Ahmed Juhef Daniel Barranquero	c89d900aae	fix(iac): raise typed exceptions instead of sys.exit on provider failures (#12227 ) Co-authored-by: Juhef <117518034+juheff@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-27 12:15:50 +02:00
Hugo Pereira Brito	4cfb4eeb96	fix(sdk): use system trust store for push-to-cloud (#12485 )	2026-08-27 11:07:14 +01:00
Pedro Martínandalejandrobailo	f19478f2f6	fix(compliance): discover universal frameworks from entry point (#12536 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-27 09:17:39 +02:00
Chethas DileepandDaniel Barranquero	2f11b16299	feat(github): add repository_default_workflow_permissions_read_only check (#12143 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-27 09:00:42 +02:00
Pablo Fernandez Guerra (PFE)	654d2c9f17	docs: document Slack channel destinations for alerts (#12496 )	2026-08-27 08:53:07 +02:00
Chethas DileepandDaniel Barranquero	2721d42594	feat(github): add organization_actions_pull_request_approval_disabled check (#12394 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-27 08:25:32 +02:00
Daniel Barranquero	bd1956446d	fix(alibabacloud): read OSS bucket sub-resource configs via the SDK execute path (#12546 )	2026-08-26 16:41:13 +02:00
Pablo Fernandez Guerra (PFE)	d26d7cf91a	feat(ui): show a rule's destinations in the alerts list (#12493 )	2026-08-26 13:36:31 +02:00
Pablo Fernandez Guerra (PFE)	4c20bf1fac	feat(ui): let alert rules target authorized Slack channels (#12492 )	2026-08-26 12:55:49 +02:00
Chethas DileepandDaniel Barranquero	9dc53ffc60	feat(github): add organization_default_workflow_permissions_read_only check (#12122 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-26 12:21:49 +02:00
Alan Buscagliaandalejandrobailo	95642fb220	feat(ui): add Lighthouse request outcome feedback (#12419 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-26 11:34:40 +02:00
Pedro Martín	6449f3a592	fix(container): patch the high OpenSSL CVEs for container img (#12549 )	2026-08-26 11:10:55 +02:00
Rubén De la Torre Vico	91e6cb798d	feat(mcp): classify shared tool failures and stop relaying upstream bodies (#12531 )	2026-08-26 11:06:07 +02:00
Rubén De la Torre Vico	bcd37988b5	fix(mcp): patch the high openssl CVE in the container image (#12547 )	2026-08-26 10:45:41 +02:00
Alejandro Bailo	7a64e1a1d1	feat(ui): add cancelled subscription variant to the trial sidebar banner (#12538 )	2026-08-26 08:59:00 +02:00
Pablo Fernandez Guerra (PFE)	39c85ffb77	feat(ui): authorize multiple Slack destination channels (#12491 )	2026-08-26 08:52:56 +02:00
Alex ChenandDaniel Barranquero	301ca50541	feat(alibabacloud): add oss_bucket_server_side_encryption_enabled check (#11981 ) Signed-off-by: Alex Chen <l46983284@gmail.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-25 17:41:52 +02:00
Rubén De la Torre Vico	f299e1d9ac	fix(mcp): patch the two high sqlite CVEs in the container image (#12537 )	2026-08-25 17:41:44 +02:00
João Mesquitaandpedrooot	465e35bf54	fix(compliance): correct AWS FSBP check mapping for IAM.9 and EKS.1 (#12372 ) Co-authored-by: pedrooot <pedromarting3@gmail.com>	2026-08-25 17:38:33 +02:00
Pablo Fernandez Guerra (PFE)	829af2e3f7	docs: add Slack integration guide (#12438 )	2026-08-25 15:44:34 +02:00
Hugo Pereira Brito	51c65bdc69	docs: restructure organization documentation (#12521 )	2026-08-25 12:49:23 +01:00
Hugo Pereira Brito	d0c088dd0a	docs: explain AWS Organization account membership updates (#12512 )	2026-08-25 12:47:23 +01:00
abidedavanaandDaniel Barranquero	411d112165	feat(alibabacloud): add oss_bucket_versioning_enabled check (#11913 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-25 13:03:25 +02:00
Gabrielandpedrooot	8a4cc8780d	feat(kubernetes): include cluster name in compliance reports (#12506 ) Co-authored-by: pedrooot <pedromarting3@gmail.com>	2026-08-25 11:08:04 +02:00
Pepe Fagoaga	cd4d2a27e3	chore(lighthouse): rename not tested to not connected (#12523 )	2026-08-25 09:21:18 +02:00
Rushi Claude Fable 5 Daniel Barranquero hdy2001	9898cf7364	feat(m365): add defender_domain_dmarc_records_published check (#11936 ) Co-authored-by: Claude Fable 5 <noreply@anthropic.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com> Co-authored-by: hdy2001 <56308320+hdy2001@users.noreply.github.com>	2026-08-24 16:49:36 +02:00
hackertwinten hackertwinten Daniel Barranquero	83d8cfa829	fix(aws): treat security groups on Batch compute environments as used (#12458 ) Co-authored-by: hackertwinten <193916571+hackertwinten@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-24 16:18:56 +02:00
mintlify[bot]	5202a68cf0	docs: brand tone and writing style fixes (#12510 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-08-24 11:17:37 +02:00
Hugo Pereira Brito	e3a3acc799	fix(api): upgrade sqlparse to 0.6.0 (#12509 )	2026-08-24 08:47:29 +02:00
Pablo Fernandez Guerra (PFE)	3e000faa31	feat(ui): add Slack disconnect and revoked-credential recovery (#12437 )	2026-08-21 12:42:47 +02:00
Jonathan NguyenandHugo P.Brito	f39c92b8f8	feat(bedrock): add model artifact and guardrail grounding security checks for the AWS provider (#12459 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-21 10:50:34 +01:00
Pablo Fernandez Guerra (PFE)	823efc5ab1	feat(ui): pick a Slack channel and verify it (#12436 )	2026-08-21 11:45:24 +02:00
Pablo Fernandez Guerra (PFE)	75d7fa5006	feat(ui): add Slack integration connect flow (#12435 )	2026-08-21 10:49:46 +02:00
Prowler Botandprowler-bot	db25484ccb	feat(aws): Update regions for AWS services (#12472 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-20 16:02:56 +01:00
Johannes EnglerandHugo P.Brito	3da4209ee7	feat(stackit): add ske_cluster_no_public_endpoint check (#11943 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-20 13:01:01 +01:00
Tomás Sebastián Tobio tomitobio Hugo P.Brito	acb6ff0425	feat(providers/huaweicloud): add vpc_security_group_open_egress check (#12209 ) Co-authored-by: tomitobio <tomitobio@users.noreply.github.com> Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-20 10:52:13 +01:00
Pablo Fernandez Guerra (PFE)	ba564af4f4	fix(ci): unblock the Python runtime download in blocked-egress jobs (#12490 )	2026-08-20 10:48:16 +02:00
Eugene C.andHugo P.Brito	0b9791ffdc	feat(ecr): add ecr_repository_image_no_secrets check (#12123 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-18 11:10:07 +01:00
Prowler Botandprowler-bot	f6defefb58	chore(changelog): v5.39.1 forward-sync to master (#12483 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-18 11:32:20 +02:00
ye11oc4tandHugo P.Brito	f3224d0988	fix(ses): evaluate all identity authorization policies (#12464 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-17 14:19:45 +01:00
Pepe Fagoaga	450e6ba553	chore(api): drop temporary SDK pin overrides after cryptography cap bump (#12473 )	2026-08-17 13:42:09 +02:00
Haitao Zheng Nguyễn Công Thuận Huy Hugo P.Brito	2cd93fe119	fix(sdk): skip undescribed ECS task definitions (#12217 ) Co-authored-by: Nguyễn Công Thuận Huy <nguyencongthuanhuy@gmail.com> Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-17 12:42:06 +01:00
Pablo Fernandez Guerra (PFE)	f807b22ea6	ci: lint .github markdown and fix the violations it exposed (#12290 )	2026-08-17 13:00:32 +02:00
Pepe Fagoaga	b6e9967da6	fix(deps): make published wheels installable and add package checks (#12467 )	2026-08-17 12:34:11 +02:00
Hugo Pereira Brito	16e62f7514	ci(labeler): cover existing provider labels (#12476 )	2026-08-17 11:33:22 +01:00
Adrián Peña	13ce9436b3	chore: update Trivy to 0.74.0 (#12466 )	2026-08-17 10:25:28 +02:00
mintlify[bot]	d3ced63397	fix(docs): typos and grammar (#12468 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-08-17 09:21:56 +02:00
Adrián Peña	758b696ca5	feat(ui): highlight imported providers (#12447 )	2026-08-17 08:53:14 +02:00
Pepe Fagoaga	0d3ce45374	fix(pypi): bump to pypa/gh-action-pypi-publish v1.14.2 (#12456 )	2026-08-14 14:57:07 +02:00
Alejandro Bailo	f35666ff0a	fix(ui): settle scan auto-refresh safely (#12455 )	2026-08-14 11:48:08 +02:00
Pedro Martín	0758c3585d	feat(rolesanywhere): flag profiles with unscoped sessions (#12416 )	2026-08-13 17:06:24 +02:00
Prowler Bot prowler-bot Josema Camacho	dd882c70e7	chore(release): Bump versions to v5.40.0 (#12443 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com> Co-authored-by: Josema Camacho <josema@prowler.com>	2026-08-13 13:49:26 +02:00
Hugo Pereira BritoandPablo F.G	d05c9fbb31	feat(ui): add trial usage sidebar banner (#12420 ) Co-authored-by: Pablo F.G <pablo.fernandez@prowler.com>	2026-08-13 11:36:59 +01:00
Josema Camacho	7bde42ffb9	docs: update attack paths documentation for grouped graphs (#12440 )	2026-08-13 12:25:14 +02:00
Pepe Fagoaga	0d3df0fd0b	chore(changelog): v5.39.0 release highlights (#12432 )	2026-08-13 12:08:15 +02:00
Pedro Martín	ab996417e6	fix(ci): bump Trivy to v0.73.0 to fix CVE-2026-46600 (#12444 )	2026-08-13 12:04:51 +02:00
Prowler Botandprowler-bot	5f109bc00e	chore(changelog): v5.39.0 (#12433 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-13 09:01:51 +02:00
Pepe Fagoaga	472e04f4cc	docs(triage): manual `PASS` verification for `MANUAL` findings (#12431 )	2026-08-12 15:46:54 +02:00
Rubén De la Torre Vico	b848aace33	docs(mcp): document the Cloud organization tools and Jira dispatch options (#12427 )	2026-08-12 15:05:24 +02:00
Pedro Martín	94c20eb9fe	feat(ui): add CMMC compliance framework (#12414 )	2026-08-12 14:52:09 +02:00
lydiavilchez pedrooot copilot-swe-agent[bot]pedrooot	02df22ca19	fix(html): escape provider identity fields in report header (#12424 ) Co-authored-by: pedrooot <pedromarting3@gmail.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: pedrooot <56402503+pedrooot@users.noreply.github.com>	2026-08-12 13:58:31 +02:00
Hugo Pereira BritoandJosema Camacho	de64df11b9	fix(api): normalize social account names (#12413 ) Co-authored-by: Josema Camacho <josema@prowler.com>	2026-08-12 12:41:44 +01:00
Pedro Martín	37ebd9b6fd	fix(cmmc): remove stale config_requirements (#12425 )	2026-08-12 12:29:43 +02:00
Pedro Martín	a28487cbff	fix(ci): suppress .NET runtime CVE temporarily (#12426 )	2026-08-12 12:16:14 +02:00
Rubén De la Torre Vico	68471d2a0e	feat(ui): add Manage Lighthouse AI role permission (#12412 )	2026-08-12 10:19:20 +02:00
Pablo Fernandez Guerra (PFE)	d41b2eaa0f	docs: add the Azure Management Groups onboarding tutorial (#12389 )	2026-08-12 09:15:32 +02:00
Pablo Fernandez Guerra (PFE)	b480907484	feat(ui): onboard Azure subscriptions from a Management Group (#12386 )	2026-08-12 09:07:43 +02:00
Pablo Fernandez Guerra (PFE)	6d7bc8a86e	test(ui): consolidate the providers page integration suites (#12383 )	2026-08-11 18:50:10 +02:00
Hugo Pereira Britoandalejandrobailo	8bfca81e4b	feat(ui): add manual pass triage workflow (#12253 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-11 15:09:08 +01:00
Pablo Fernandez Guerra (PFE)	931612443a	test(ui): drop organization unit tests restated by integration (#12382 )	2026-08-11 15:41:34 +02:00
Daniel Barranqueroandalejandrobailo	3074f02a63	feat(ui): grouped Attack Paths graph with expandable resource classes and outcome node (#12381 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-11 14:05:12 +02:00
Pablo Fernandez Guerra (PFE)	5cfc22040a	fix(ui): open scan findings using the scan's UTC day (#12411 )	2026-08-11 12:54:47 +02:00
Hugo Pereira Brito	48ba1692e1	docs: update provider check counts (#12418 )	2026-08-11 10:37:48 +01:00
Alejandro Bailo	a8b12813f9	feat(ui): add Lighthouse AI Skills on findings (#12355 )	2026-08-11 11:05:04 +02:00
Pedro Martín	85c36bb812	feat(compliance): add CMMC 2.0 compliance framework (#12401 )	2026-08-10 12:48:26 -07:00
Pedro Martín Daniel Barranquero Hugo P.Brito	ce037318cd	feat(m365): add CIS M365 v7.0.0 entra authentication method, PIM and access review checks (#12155 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com> Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-10 15:37:48 +01:00
Pedro MartínandHugo P.Brito	356036fe1f	feat(m365): add CIS M365 v7.0.0 entra conditional access and session checks (#12154 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-10 11:17:19 +01:00
Andoni AlonsoandLydia Vilchez	286685a4f3	feat(github): scale organization_repository_creation_limited severity by repository visibility (#12164 ) Co-authored-by: Lydia Vilchez <lydiavilchezlopez@gmail.com>	2026-08-10 11:51:38 +02:00
Hugo Pereira Brito	9daca2e4df	fix(ci): suppress Trivy go-git vulnerability temporarily (#12405 )	2026-08-10 10:41:19 +01:00
Hugo Pereira Brito	3ca3a977a9	test(m365): avoid Lob secret pattern in test name (#12395 )	2026-08-10 08:35:28 +01:00
mintlify[bot]	561a1390be	docs: fix typos and grammar (#12404 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-08-10 09:22:41 +02:00
Pedro MartínandHugo P.Brito	f2a00f19aa	feat(m365): add CIS M365 v7.0.0 entra password protection and default user permission checks (#12153 ) Co-authored-by: Hugo P.Brito <hugopbrit@gmail.com>	2026-08-07 13:42:52 +01:00
Adrián Peña	34b4e6f016	fix(api): enforce POST on SAML ACS endpoint (#12393 )	2026-08-07 14:24:45 +02:00
praneetrajvandDaniel Barranquero	94594d6766	feat(batch): add batch_job_definition_no_secrets check (#12117 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-07 11:57:58 +02:00
SaiGanesh coderabbitai[bot]Daniel Barranquero Claude Opus 5	6e71dee85d	feat(awslambda): add awslambda_layer_no_secrets_in_content check (#12233 ) Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com> Co-authored-by: Claude Opus 5 <noreply@anthropic.com>	2026-08-07 11:33:54 +02:00
Alejandro Bailo	90712c9ad7	test(ui): preload lazy survey chunk to fix flaky feedback tests (#12387 )	2026-08-07 11:04:38 +02:00
Josema Camacho	3672b17a00	feat(api): identify active membership in current user response (#12388 )	2026-08-07 10:40:21 +02:00
Adrián Peña	fd555e2989	docs: v5.38.0 changelog highlights (#12363 )	2026-08-06 18:38:57 +02:00
Adrián Peña	cf558c5f0a	fix(api): make tenant deletion cleanup atomic (#12379 )	2026-08-06 17:36:52 +02:00
lydiavilchez	e2cae35d38	feat(ui): pre-fill Cloudflare and GitHub token creation URLs (#12349 )	2026-08-06 16:36:10 +02:00
Prowler Botandprowler-bot	d8c8027215	chore(release): Bump versions to v5.39.0 (#12376 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-06 15:59:35 +02:00
Prowler Botandprowler-bot	226504982b	chore(changelog): v5.38.0 (#12373 ) Co-authored-by: prowler-bot <179230569+prowler-bot@users.noreply.github.com>	2026-08-06 13:25:12 +02:00
César Arroba	a700865340	ci: always report from actionlint, skipping the work when nothing changed (#12371 )	2026-08-06 12:53:43 +02:00
César Arroba	07faddd64e	ci: fix the remaining shellcheck findings and enable the check (#12367 )	2026-08-06 12:35:55 +02:00
César Arroba	1b9a44b164	fix(ci): keep the cloud sync dispatch payload within the 10-property limit (#12370 )	2026-08-06 12:31:37 +02:00
Alan Buscagliaandalejandrobailo	ff0ee666e3	fix(ui): prevent feedback widget overlaps (#12282 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-06 12:28:32 +02:00
César Arroba	b684ad06f3	ci: forward stacked PR metadata in the cloud sync dispatch (#12368 )	2026-08-06 12:24:48 +02:00
Alan Buscagliaandalejandrobailo	cd4693168a	fix(ui): align overview metric cards (#12323 ) Co-authored-by: alejandrobailo <alejandrobailo94@gmail.com>	2026-08-06 12:21:14 +02:00
Alejandro Bailo	f727f1bb50	fix(ui): handle pending compliance overview responses (#12358 )	2026-08-06 12:00:30 +02:00
César Arroba	76d7a2882c	ci: quote the unquoted shell expansions in workflows (#12365 )	2026-08-06 11:59:40 +02:00
Josema Camacho	c7adc14729	fix(ui): correct GCP organization credential labels (#12362 )	2026-08-06 11:28:22 +02:00
César Arroba	31d8faccfa	ci: check GitHub Actions schemas with actionlint (#12361 )	2026-08-06 11:01:53 +02:00
Hugo Pereira Brito	d0da56f352	fix(alibabacloud): retry STS connection failures (#12353 )	2026-08-06 09:44:00 +01:00
Adrián Peña	5e41b2054d	docs: document multiple SAML domains (#12351 )	2026-08-06 10:07:41 +02:00
Josema Camacho	058db7bcc9	fix(ui): launch organization scans through the bulk endpoint (#12350 )	2026-08-06 09:48:53 +02:00
César Arroba	d1a37039fd	fix(deps): upgrade cryptography to 50.0.0 (#12356 )	2026-08-05 19:16:11 +02:00
Rubén De la Torre VicoandClaude Opus 5	97c342ad80	test(mcp): cover the integrations tools and models (#12343 ) Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>	2026-08-05 16:47:11 +02:00
César Arroba	f3c602a5ac	feat(container): ship an SBOM and provenance with the published images (#12352 )	2026-08-05 16:19:42 +02:00
Josema Camacho	d7816f1179	feat(ui): show sign-in methods in the Cloud users table (#12268 )	2026-08-05 14:41:59 +02:00
Daniel Barranquero	dd61c417b7	feat(attack-paths): add outcome to query metadata (#12344 )	2026-08-05 14:13:24 +02:00
Pablo Fernandez Guerra (PFE)	2fdd46336c	fix(ui): keep page-size selector when table fits one page (#12299 )	2026-08-05 14:13:11 +02:00
Pablo Fernandez Guerra (PFE)	ae8c86ecb5	fix(ui): always show Scans page so imported scans are visible (#12025 )	2026-08-05 14:12:17 +02:00
Pedro MartínandDaniel Barranquero	aaa29d3528	feat(m365): add CIS M365 v7.0.0 entra device registration checks (#12152 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-05 13:51:29 +02:00
Pepe Fagoaga	06799dcaa8	docs(compliance): watchlist review (#12348 )	2026-08-05 13:44:03 +02:00
Pepe Fagoaga	b53c5a4e70	docs(compliance): watchlist (#12347 )	2026-08-05 13:29:45 +02:00
César Arroba	af757a4d69	ci(container): pin Trivy to v0.72.0 across the estate (#12346 )	2026-08-05 13:12:24 +02:00
Pedro MartínandDaniel Barranquero	f87522e423	feat(m365): add CIS M365 v7.0.0 teams external access check (#12151 ) Co-authored-by: Daniel Barranquero <danielbo2001@gmail.com>	2026-08-05 12:24:44 +02:00
				`@@ -1 +0,0 @@`
				`Upgrade aiohttp to 3.14.3 to pick up the fix for CVE-2026-69244`
				`@@ -1 +0,0 @@`
				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
				`@@ -1 +0,0 @@`
				`The API container image now verifies the checksum of every third-party binary it downloads (PowerShell, Trivy, zizmor) before installing it`
				`@@ -1 +0,0 @@`
				`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`
				`@@ -1 +0,0 @@`
				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