From 3410fc927a3bf83193aa97e865857affdbc2377d Mon Sep 17 00:00:00 2001
From: Pepe Fagoaga <pepe@prowler.com>
Date: Thu, 14 May 2026 14:35:09 +0200
Subject: [PATCH] chore(security): replace safety with osv-scanner (#11167)

---
 .github/actions/osv-scanner/action.yml | 169 ++++++++++++++++++++
 .github/scripts/osv-scan.sh            | 122 +++++++++++++++
 .github/workflows/api-security.yml     |  27 ++--
 .github/workflows/sdk-security.yml     |  23 ++-
 .github/workflows/ui-security.yml      |  75 +++++++++
 .pre-commit-config.yaml                |  10 --
 .safety-policy.yml                     |  58 -------
 action.yml                             |   2 +-
 api/pyproject.toml                     |   3 -
 api/uv.lock                            | 145 -----------------
 pyproject.toml                         |   1 -
 scripts/setup-git-hooks.sh             |   4 +-
 uv.lock                                | 207 -------------------------
 13 files changed, 403 insertions(+), 443 deletions(-)
 create mode 100644 .github/actions/osv-scanner/action.yml
 create mode 100755 .github/scripts/osv-scan.sh
 create mode 100644 .github/workflows/ui-security.yml
 delete mode 100644 .safety-policy.yml

diff --git a/.github/actions/osv-scanner/action.yml b/.github/actions/osv-scanner/action.yml
new file mode 100644
index 0000000000..4bfb5993cb
--- /dev/null
+++ b/.github/actions/osv-scanner/action.yml
@@ -0,0 +1,169 @@
+name: 'OSV-Scanner'
+description: 'Install osv-scanner and scan a lockfile, failing on HIGH/CRITICAL/UNKNOWN severity findings. Posts/updates a PR comment with findings on pull_request events (requires pull-requests: write).'
+author: 'Prowler'
+
+inputs:
+  lockfile:
+    description: 'Path to the lockfile to scan, relative to the repository root (e.g. uv.lock, api/uv.lock, ui/pnpm-lock.yaml).'
+    required: true
+  severity-levels:
+    description: 'Comma-separated severity levels that fail the scan. Default: HIGH,CRITICAL,UNKNOWN.'
+    required: false
+    default: 'HIGH,CRITICAL,UNKNOWN'
+  version:
+    description: 'osv-scanner release tag to install. When overriding, you MUST also override binary-sha256.'
+    required: false
+    default: 'v2.3.8'
+  binary-sha256:
+    description: 'Expected SHA256 of osv-scanner_linux_amd64 for the given version. Default tracks v2.3.8. See https://github.com/google/osv-scanner/releases/download/<version>/osv-scanner_SHA256SUMS.'
+    required: false
+    default: 'bc98e15319ed0d515e3f9235287ba53cdc5535d576d24fd573978ecfe9ab92dc'
+  post-pr-comment:
+    description: 'Post or update a PR comment with the scan report. Only effective on pull_request events. Requires pull-requests: write permission on the caller job.'
+    required: false
+    default: 'true'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Install osv-scanner
+      shell: bash
+      env:
+        OSV_SCANNER_VERSION: ${{ inputs.version }}
+      # Download the binary AND the published SHA256SUMS file, then verify the
+      # binary checksum against the upstream-signed manifest. Aborts on mismatch.
+      run: |
+        set -euo pipefail
+        if command -v osv-scanner >/dev/null 2>&1; then
+          INSTALLED="$(osv-scanner --version 2>&1 | awk '/scanner version/ {print $NF; exit}')"
+          if [ "v${INSTALLED}" = "${OSV_SCANNER_VERSION}" ]; then
+            echo "osv-scanner ${OSV_SCANNER_VERSION} already installed."
+            exit 0
+          fi
+        fi
+        BASE="https://github.com/google/osv-scanner/releases/download/${OSV_SCANNER_VERSION}"
+        BIN_NAME="osv-scanner_linux_amd64"
+        curl -fSL --retry 3 "${BASE}/${BIN_NAME}" -o "${RUNNER_TEMP}/${BIN_NAME}"
+        curl -fSL --retry 3 "${BASE}/osv-scanner_SHA256SUMS" -o "${RUNNER_TEMP}/osv-scanner_SHA256SUMS"
+        (cd "${RUNNER_TEMP}" && sha256sum --check --ignore-missing osv-scanner_SHA256SUMS)
+        chmod +x "${RUNNER_TEMP}/${BIN_NAME}"
+        sudo mv "${RUNNER_TEMP}/${BIN_NAME}" /usr/local/bin/osv-scanner
+        rm -f "${RUNNER_TEMP}/osv-scanner_SHA256SUMS"
+        osv-scanner --version
+
+    - name: Run osv-scanner
+      id: scan
+      shell: bash
+      working-directory: ${{ github.workspace }}
+      env:
+        OSV_LOCKFILE: ${{ inputs.lockfile }}
+        OSV_SEVERITY_LEVELS: ${{ inputs.severity-levels }}
+        OSV_REPORT_FILE: ${{ runner.temp }}/osv-scanner-findings.json
+      # Per-vulnerability ignores (reason + expiry) live in osv-scanner.toml at the repo root, if present.
+      # Severity filter is enforced in the wrapper via OSV_SEVERITY_LEVELS.
+      # `continue-on-error: true` lets the PR-comment step run even when findings exist;
+      # the gate step below re-fails the job from the wrapper exit code.
+      continue-on-error: true
+      run: ./.github/scripts/osv-scan.sh --lockfile="${OSV_LOCKFILE}"
+
+    - name: Post osv-scanner report on PR
+      if: >-
+        always()
+        && inputs.post-pr-comment == 'true'
+        && github.event_name == 'pull_request'
+        && github.event.pull_request.head.repo.full_name == github.repository
+      uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+      env:
+        OSV_REPORT_FILE: ${{ runner.temp }}/osv-scanner-findings.json
+        OSV_LOCKFILE: ${{ inputs.lockfile }}
+        OSV_SEVERITY_LEVELS: ${{ inputs.severity-levels }}
+      with:
+        script: |
+          const fs = require('fs');
+          const lockfile = process.env.OSV_LOCKFILE;
+          const severityLevels = process.env.OSV_SEVERITY_LEVELS;
+          const reportFile = process.env.OSV_REPORT_FILE;
+          const marker = `<!-- osv-scanner-report:${lockfile} -->`;
+          const runUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}`;
+
+          let findings = [];
+          if (fs.existsSync(reportFile)) {
+            try {
+              findings = JSON.parse(fs.readFileSync(reportFile, 'utf8'));
+            } catch (err) {
+              core.warning(`Could not parse ${reportFile}: ${err.message}`);
+              return;
+            }
+          }
+
+          const { data: comments } = await github.rest.issues.listComments({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            issue_number: context.issue.number,
+          });
+          const existing = comments.find(c => c.body?.includes(marker));
+
+          if (findings.length === 0) {
+            if (existing) {
+              await github.rest.issues.deleteComment({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                comment_id: existing.id,
+              });
+              core.info(`Deleted stale osv-scanner comment for ${lockfile}.`);
+            } else {
+              core.info(`No findings and no stale comment for ${lockfile}.`);
+            }
+            return;
+          }
+
+          const sevIcon = (s) => ({
+            CRITICAL: '🔴', HIGH: '🟠', MEDIUM: '🟡', LOW: '🟢', UNKNOWN: '⚪',
+          }[s] || '⚪');
+          const escape = (s) => String(s ?? '').replace(/\|/g, '\\|').replace(/\n/g, ' ');
+          const rows = findings.map(f =>
+            `| ${sevIcon(f.severity)} ${f.severity}${f.score ? ` (${f.score})` : ''} | \`${escape(f.id)}\` | \`${escape(f.ecosystem)}/${escape(f.package)}\` | \`${escape(f.version)}\` | ${escape(f.summary || '(no summary)')} |`
+          );
+
+          const body = [
+            marker,
+            `## 🔒 osv-scanner: ${findings.length} finding(s) in \`${lockfile}\``,
+            '',
+            `Severity gate: \`${severityLevels}\``,
+            '',
+            '| Severity | ID | Package | Version | Summary |',
+            '|----------|----|---------|---------|---------|',
+            ...rows,
+            '',
+            `To accept a finding, add an \`[[IgnoredVulns]]\` entry to \`osv-scanner.toml\` at the repo root with a reason and \`ignoreUntil\`.`,
+            '',
+            `<sub>[View run](${runUrl})</sub>`,
+          ].join('\n');
+
+          if (existing) {
+            await github.rest.issues.updateComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              comment_id: existing.id,
+              body,
+            });
+            core.info(`Updated osv-scanner comment for ${lockfile}.`);
+          } else {
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.issue.number,
+              body,
+            });
+            core.info(`Posted new osv-scanner comment for ${lockfile}.`);
+          }
+
+    - name: Enforce osv-scanner severity gate
+      shell: bash
+      env:
+        SCAN_OUTCOME: ${{ steps.scan.outcome }}
+      run: |
+        if [ "${SCAN_OUTCOME}" != "success" ]; then
+          echo "osv-scanner gate: scan reported findings (outcome=${SCAN_OUTCOME})" >&2
+          exit 1
+        fi
diff --git a/.github/scripts/osv-scan.sh b/.github/scripts/osv-scan.sh
new file mode 100755
index 0000000000..d9c2e1a901
--- /dev/null
+++ b/.github/scripts/osv-scan.sh
@@ -0,0 +1,122 @@
+#!/usr/bin/env bash
+# Run osv-scanner and fail when findings match the configured severity levels.
+#
+# Replaces `safety check --policy-file .safety-policy.yml`. Used by:
+#   - .github/actions/osv-scanner/action.yml (composite action)
+#   - .github/workflows/api-security.yml, sdk-security.yml, ui-security.yml
+#
+# Severity levels (comma-separated) are read from OSV_SEVERITY_LEVELS.
+# Default: HIGH,CRITICAL,UNKNOWN — preserves prior .safety-policy.yml policy
+#   (ignore-cvss-severity-below: 7 + ignore-cvss-unknown-severity: False).
+# osv-scanner has no native CVSS threshold (google/osv-scanner#1400, closed
+# not-planned). Severity is derived from $group.max_severity (numeric CVSS
+# score string) which osv-scanner emits per group.
+#
+# CVSS v3 score → categorical label:
+#   CRITICAL  >= 9.0
+#   HIGH      >= 7.0
+#   MEDIUM    >= 4.0
+#   LOW       >  0.0
+#   UNKNOWN   no score available
+#
+# Per-vulnerability ignores (with reason + expiry) live in osv-scanner.toml at
+# the repo root, if it exists. Without that file, osv-scanner uses defaults.
+#
+# Usage:
+#   osv-scan.sh [osv-scanner pass-through args...]
+# Examples:
+#   osv-scan.sh --lockfile=uv.lock
+#   osv-scan.sh --recursive .
+#   OSV_SEVERITY_LEVELS=CRITICAL osv-scan.sh --lockfile=uv.lock
+
+set -euo pipefail
+
+ROOT="$(git rev-parse --show-toplevel)"
+CONFIG="${ROOT}/osv-scanner.toml"
+SEVERITY_LEVELS="${OSV_SEVERITY_LEVELS:-HIGH,CRITICAL,UNKNOWN}"
+
+for bin in osv-scanner jq; do
+  if ! command -v "${bin}" >/dev/null 2>&1; then
+    echo "error: ${bin} not found in PATH" >&2
+    exit 2
+  fi
+done
+
+SCAN_ARGS=()
+if [ -f "${CONFIG}" ]; then
+  SCAN_ARGS+=(--config="${CONFIG}")
+fi
+
+# Exit codes: 0=clean, 1=findings, 127=no supported files, 128=internal error.
+STDERR="$(mktemp)"
+trap 'rm -f "${STDERR}"' EXIT
+
+set +e
+OUTPUT="$(osv-scanner scan source "${SCAN_ARGS[@]}" --format=json "$@" 2>"${STDERR}")"
+RC=$?
+set -e
+
+case "${RC}" in
+  0|1) ;;
+  127) echo "osv-scanner: no supported lockfiles in scan target"; exit 0 ;;
+  *)
+    echo "osv-scanner: exited with code ${RC}" >&2
+    [ -s "${STDERR}" ] && cat "${STDERR}" >&2
+    exit "${RC}"
+    ;;
+esac
+
+# Build a JSON array of normalized severity levels for jq.
+SEVERITY_JSON="$(printf '%s' "${SEVERITY_LEVELS}" | jq -Rc '
+  split(",") | map(ascii_upcase | sub("^\\s+"; "") | sub("\\s+$"; ""))
+')"
+
+# Walk each vulnerability, look up its group's max_severity (numeric CVSS),
+# map to a categorical label, then filter by OSV_SEVERITY_LEVELS.
+FINDINGS="$(printf '%s' "${OUTPUT}" | jq --argjson sevs "${SEVERITY_JSON}" '
+  [ .results[]?.packages[]?
+    | . as $pkg
+    | ($pkg.groups // []) as $groups
+    | ($pkg.vulnerabilities // [])[]
+    | . as $vuln
+    | ([ $groups[] | select((.ids // []) | index($vuln.id)) ][0] // {}) as $group
+    | (($group.max_severity // "") | tonumber? // null) as $score
+    | (if   $score == null then "UNKNOWN"
+       elif $score >= 9.0 then "CRITICAL"
+       elif $score >= 7.0 then "HIGH"
+       elif $score >= 4.0 then "MEDIUM"
+       elif $score >  0   then "LOW"
+       else                    "UNKNOWN"
+       end) as $label
+    | {
+        id: $vuln.id,
+        severity: $label,
+        score: $score,
+        summary: ($vuln.summary // null),
+        package: $pkg.package.name,
+        version: $pkg.package.version,
+        ecosystem: $pkg.package.ecosystem
+      }
+    | select(.severity as $s | $sevs | any(. == $s))
+  ]
+')"
+
+COUNT="$(printf '%s' "${FINDINGS}" | jq 'length')"
+
+# Write the findings JSON to OSV_REPORT_FILE so callers (e.g. the composite
+# action's PR-comment step) can consume the same data the gate decision uses.
+if [ -n "${OSV_REPORT_FILE:-}" ]; then
+  printf '%s' "${FINDINGS}" > "${OSV_REPORT_FILE}"
+fi
+
+if [ "${COUNT}" -gt 0 ]; then
+  echo "osv-scanner: ${COUNT} finding(s) at severity ${SEVERITY_LEVELS}"
+  printf '%s' "${FINDINGS}" | jq -r '
+    .[] | "  [\(.severity)\(if .score then " \(.score)" else "" end)] \(.id) \(.ecosystem)/\(.package)@\(.version) — \(.summary // "(no summary)")"
+  '
+  echo
+  echo "To accept a finding, create osv-scanner.toml at the repo root with a reason and ignoreUntil."
+  exit 1
+fi
+
+echo "osv-scanner: no findings at severity levels: ${SEVERITY_LEVELS}"
diff --git a/.github/workflows/api-security.yml b/.github/workflows/api-security.yml
index 1b2d01e34e..abcaad13dc 100644
--- a/.github/workflows/api-security.yml
+++ b/.github/workflows/api-security.yml
@@ -10,6 +10,8 @@ on:
       - '.github/workflows/api-tests.yml'
       - '.github/workflows/api-security.yml'
       - '.github/actions/setup-python-uv/**'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
   pull_request:
     branches:
       - "master"
@@ -19,6 +21,8 @@ on:
       - '.github/workflows/api-tests.yml'
       - '.github/workflows/api-security.yml'
       - '.github/actions/setup-python-uv/**'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -35,6 +39,7 @@ jobs:
     timeout-minutes: 15
     permissions:
       contents: read
+      pull-requests: write # osv-scanner action posts/updates a PR comment with findings
     strategy:
       matrix:
         python-version:
@@ -52,11 +57,12 @@ jobs:
             pypi.org:443
             files.pythonhosted.org:443
             github.com:443
-            auth.safetycli.com:443
-            pyup.io:443
-            raw.githubusercontent.com:443
-            data.safetycli.com:443
             api.github.com:443
+            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
+            api.osv.dev:443
+            api.deps.dev:443
+            osv-vulnerabilities.storage.googleapis.com:443
 
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -71,7 +77,8 @@ jobs:
           files: |
             api/**
             .github/workflows/api-security.yml
-            .safety-policy.yml
+            .github/actions/osv-scanner/**
+            .github/scripts/osv-scan.sh
           files_ignore: |
             api/docs/**
             api/README.md
@@ -91,11 +98,13 @@ jobs:
         # bandit would recurse into installed third-party packages.
         run: uv run bandit -q -lll -x '*_test.py,./contrib/,./.venv/' -r .
 
-      - name: Safety
+      - name: Dependency vulnerability scan with osv-scanner
         if: steps.check-changes.outputs.any_changed == 'true'
-        # Accepted CVEs, severity threshold, and ignore expirations live in ../.safety-policy.yml
-        run: uv run safety check --policy-file ../.safety-policy.yml
+        uses: ./.github/actions/osv-scanner
+        with:
+          lockfile: api/uv.lock
 
       - name: Vulture
-        if: steps.check-changes.outputs.any_changed == 'true'
+        # Run even when osv-scanner reports findings so dead-code signal isn't masked by SCA failures.
+        if: ${{ !cancelled() && steps.check-changes.outputs.any_changed == 'true' }}
         run: uv run vulture --exclude "contrib,tests,conftest.py,.venv" --min-confidence 100 .
diff --git a/.github/workflows/sdk-security.yml b/.github/workflows/sdk-security.yml
index 39ff918097..fe7bb4217e 100644
--- a/.github/workflows/sdk-security.yml
+++ b/.github/workflows/sdk-security.yml
@@ -13,6 +13,8 @@ on:
       - '.github/workflows/sdk-tests.yml'
       - '.github/workflows/sdk-security.yml'
       - '.github/actions/setup-python-uv/**'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
   pull_request:
     branches:
       - 'master'
@@ -25,6 +27,8 @@ on:
       - '.github/workflows/sdk-tests.yml'
       - '.github/workflows/sdk-security.yml'
       - '.github/actions/setup-python-uv/**'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -39,6 +43,7 @@ jobs:
     timeout-minutes: 15
     permissions:
       contents: read
+      pull-requests: write # osv-scanner action posts/updates a PR comment with findings
 
     steps:
       - name: Harden Runner
@@ -49,10 +54,12 @@ jobs:
             pypi.org:443
             files.pythonhosted.org:443
             github.com:443
-            auth.safetycli.com:443
-            pyup.io:443
-            data.safetycli.com:443
             api.github.com:443
+            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
+            api.osv.dev:443
+            api.deps.dev:443
+            osv-vulnerabilities.storage.googleapis.com:443
 
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -97,11 +104,13 @@ jobs:
         if: steps.check-changes.outputs.any_changed == 'true'
         run: uv run bandit -q -lll -x '*_test.py,./.venv/,./contrib/,./api/,./ui' -r .
 
-      - name: Security scan with Safety
+      - name: Dependency vulnerability scan with osv-scanner
         if: steps.check-changes.outputs.any_changed == 'true'
-        # Accepted CVEs, severity threshold, and ignore expirations live in .safety-policy.yml
-        run: uv run safety check -r pyproject.toml --policy-file .safety-policy.yml
+        uses: ./.github/actions/osv-scanner
+        with:
+          lockfile: uv.lock
 
       - name: Dead code detection with Vulture
-        if: steps.check-changes.outputs.any_changed == 'true'
+        # Run even when osv-scanner reports findings so dead-code signal isn't masked by SCA failures.
+        if: ${{ !cancelled() && steps.check-changes.outputs.any_changed == 'true' }}
         run: uv run vulture --exclude ".venv,contrib,api,ui" --min-confidence 100 .
diff --git a/.github/workflows/ui-security.yml b/.github/workflows/ui-security.yml
new file mode 100644
index 0000000000..fdba8d7e30
--- /dev/null
+++ b/.github/workflows/ui-security.yml
@@ -0,0 +1,75 @@
+name: 'UI: Security'
+
+on:
+  push:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'ui/package.json'
+      - 'ui/pnpm-lock.yaml'
+      - '.github/workflows/ui-security.yml'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
+  pull_request:
+    branches:
+      - 'master'
+      - 'v5.*'
+    paths:
+      - 'ui/package.json'
+      - 'ui/pnpm-lock.yaml'
+      - '.github/workflows/ui-security.yml'
+      - '.github/actions/osv-scanner/**'
+      - '.github/scripts/osv-scan.sh'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions: {}
+
+jobs:
+  ui-security-scans:
+    if: github.repository == 'prowler-cloud/prowler'
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    permissions:
+      contents: read
+      pull-requests: write # osv-scanner action posts/updates a PR comment with findings
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@fa2e9d605c4eeb9fcad4c99c224cee0c6c7f3594 # v2.16.0
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            api.github.com:443
+            objects.githubusercontent.com:443
+            release-assets.githubusercontent.com:443
+            api.osv.dev:443
+            api.deps.dev:443
+            osv-vulnerabilities.storage.googleapis.com:443
+
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          # zizmor: ignore[artipacked]
+          persist-credentials: true # Required by tj-actions/changed-files to fetch PR branch
+
+      - name: Check for UI dependency changes
+        id: check-changes
+        uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
+        with:
+          files: |
+            ui/package.json
+            ui/pnpm-lock.yaml
+            .github/workflows/ui-security.yml
+            .github/actions/osv-scanner/**
+            .github/scripts/osv-scan.sh
+
+      - name: Dependency vulnerability scan with osv-scanner
+        if: steps.check-changes.outputs.any_changed == 'true'
+        uses: ./.github/actions/osv-scanner
+        with:
+          lockfile: ui/pnpm-lock.yaml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9d40c5c3e6..dcd4581ef0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -165,16 +165,6 @@ repos:
         exclude: { glob: ["{contrib,skills}/**", "**/.venv/**", "**/*_test.py"] }
         priority: 40
 
-      - id: safety
-        name: safety
-        description: "Safety is a tool that checks your installed dependencies for known security vulnerabilities"
-        # Accepted CVEs, severity threshold, and ignore expirations live in .safety-policy.yml
-        entry: safety check --policy-file .safety-policy.yml
-        language: system
-        pass_filenames: false
-        files: { glob: ["**/pyproject.toml", "**/uv.lock", "**/requirements*.txt", ".safety-policy.yml"] }
-        priority: 40
-
       - id: vulture
         name: vulture
         description: "Vulture finds unused code in Python programs."
diff --git a/.safety-policy.yml b/.safety-policy.yml
deleted file mode 100644
index dc94625072..0000000000
--- a/.safety-policy.yml
+++ /dev/null
@@ -1,58 +0,0 @@
-# Safety policy for `safety check` (Safety CLI 3.x, v2 schema).
-# Applied in: .pre-commit-config.yaml, .github/workflows/api-security.yml,
-# .github/workflows/sdk-security.yml via `--policy-file`.
-#
-# Validate: uv run safety validate policy_file --path .safety-policy.yml
-
-security:
-  # Scan unpinned requirements too. Prowler pins via uv.lock, so this is
-  # defensive against accidental unpinned entries.
-  ignore-unpinned-requirements: False
-
-  # CVSS severity filter. 7 = report only HIGH (7.0–8.9) and CRITICAL (9.0–10.0).
-  # Reference: 9=CRITICAL only, 7=CRITICAL+HIGH, 4=CRITICAL+HIGH+MEDIUM.
-  ignore-cvss-severity-below: 7
-
-  # Unknown severity is unrated, not safe. Keep False so unrated CVEs still fail
-  # the build and get a human eye. Flip to True only if noise is unmanageable.
-  ignore-cvss-unknown-severity: False
-
-  # Fail the build when a non-ignored vulnerability is found.
-  continue-on-vulnerability-error: False
-
-  # Explicit accepted vulnerabilities. Each entry MUST have a reason and an
-  # expiry. Expired entries fail the scan, forcing re-audit.
-  ignore-vulnerabilities:
-    77744:
-      reason: "Botocore requires urllib3 1.X. Remove once upgraded to urllib3 2.X."
-      expires: '2026-10-22'
-    77745:
-      reason: "Botocore requires urllib3 1.X. Remove once upgraded to urllib3 2.X."
-      expires: '2026-10-22'
-    79023:
-      reason: "knack ReDoS; blocked until azure-cli-core (via cartography) allows knack >=0.13.0."
-      expires: '2026-10-22'
-    79027:
-      reason: "knack ReDoS; blocked until azure-cli-core (via cartography) allows knack >=0.13.0."
-      expires: '2026-10-22'
-    86217:
-      reason: "alibabacloud-tea-openapi==0.4.3 blocks upgrade to cryptography >=46.0.0."
-      expires: '2026-10-22'
-    71600:
-      reason: "CVE-2024-1135 false positive. Fixed in gunicorn 22.0.0; project uses 23.0.0."
-      expires: '2026-10-22'
-    70612:
-      reason: "TBD - audit required. Reason not documented in prior --ignore list."
-      expires: '2026-07-22'
-    66963:
-      reason: "TBD - audit required. Reason not documented in prior --ignore list."
-      expires: '2026-07-22'
-    74429:
-      reason: "TBD - audit required. Reason not documented in prior --ignore list."
-      expires: '2026-07-22'
-    76352:
-      reason: "TBD - audit required. Reason not documented in prior --ignore list."
-      expires: '2026-07-22'
-    76353:
-      reason: "TBD - audit required. Reason not documented in prior --ignore list."
-      expires: '2026-07-22'
diff --git a/action.yml b/action.yml
index 3b5b8d8bdf..a93c67d4e8 100644
--- a/action.yml
+++ b/action.yml
@@ -167,7 +167,7 @@ runs:
 
     - name: Upload SARIF to GitHub Code Scanning
       if: always() && inputs.upload-sarif == 'true' && steps.find-sarif.outputs.sarif_path != ''
-      uses: github/codeql-action/upload-sarif@d4b3ca9fa7f69d38bfcd667bdc45bc373d16277e # v4
+      uses: github/codeql-action/upload-sarif@68bde559dea0fdcac2102bfdf6230c5f70eb485e # v4.35.4
       with:
         sarif_file: ${{ steps.find-sarif.outputs.sarif_path }}
         category: ${{ inputs.sarif-category }}
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 07a1b3e1bb..2fd1ebdbc9 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -15,7 +15,6 @@ dev = [
   "pytest-randomly==3.15.0",
   "pytest-xdist==3.6.1",
   "ruff==0.5.0",
-  "safety==3.7.0",
   "tqdm==4.67.1",
   "vulture==2.14",
   "prek==0.3.9"
@@ -393,8 +392,6 @@ constraint-dependencies = [
   "ruamel-yaml==0.19.1",
   "ruff==0.5.0",
   "s3transfer==0.14.0",
-  "safety==3.7.0",
-  "safety-schemas==0.0.16",
   "scaleway==2.10.3",
   "scaleway-core==2.10.3",
   "schema==0.7.5",
diff --git a/api/uv.lock b/api/uv.lock
index 9a4aea9b43..5e47b532fe 100644
--- a/api/uv.lock
+++ b/api/uv.lock
@@ -329,8 +329,6 @@ constraints = [
     { name = "ruamel-yaml", specifier = "==0.19.1" },
     { name = "ruff", specifier = "==0.5.0" },
     { name = "s3transfer", specifier = "==0.14.0" },
-    { name = "safety", specifier = "==3.7.0" },
-    { name = "safety-schemas", specifier = "==0.0.16" },
     { name = "scaleway", specifier = "==2.10.3" },
     { name = "scaleway-core", specifier = "==2.10.3" },
     { name = "schema", specifier = "==0.7.5" },
@@ -1030,18 +1028,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615, upload-time = "2025-10-06T13:54:43.17Z" },
 ]
 
-[[package]]
-name = "authlib"
-version = "1.6.9"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "cryptography" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/af/98/00d3dd826d46959ad8e32af2dbb2398868fd9fd0683c26e56d0789bd0e68/authlib-1.6.9.tar.gz", hash = "sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04", size = 165134, upload-time = "2026-03-02T07:44:01.998Z" }
-wheels = [
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-]
-
 [[package]]
 name = "autopep8"
 version = "2.3.2"
@@ -2511,18 +2497,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/dc/80/12235e5b75bb2c586733280854f131b86051e0bbdfb55349ff70d0f72cf9/dogpile_cache-1.5.0-py3-none-any.whl", hash = "sha256:dc7b47d37844db15e8fdc0243c1b58857a2ddc52a5118237a97127bac200e18d", size = 64447, upload-time = "2025-10-11T17:35:38.573Z" },
 ]
 
-[[package]]
-name = "dparse"
-version = "0.6.4"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "packaging" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/29/ee/96c65e17222b973f0d3d0aa9bad6a59104ca1b0eb5b659c25c2900fccd85/dparse-0.6.4.tar.gz", hash = "sha256:90b29c39e3edc36c6284c82c4132648eaf28a01863eb3c231c2512196132201a", size = 27912, upload-time = "2024-11-08T16:52:06.444Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/56/26/035d1c308882514a1e6ddca27f9d3e570d67a0e293e7b4d910a70c8fe32b/dparse-0.6.4-py3-none-any.whl", hash = "sha256:fbab4d50d54d0e739fbb4dedfc3d92771003a5b9aa8545ca7a7045e3b174af57", size = 11925, upload-time = "2024-11-08T16:52:03.844Z" },
-]
-
 [[package]]
 name = "drf-extensions"
 version = "0.8.0"
@@ -3318,15 +3292,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64", size = 20419, upload-time = "2026-01-22T16:35:24.919Z" },
 ]
 
-[[package]]
-name = "joblib"
-version = "1.5.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/41/f2/d34e8b3a08a9cc79a50b2208a93dce981fe615b64d5a4d4abee421d898df/joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3", size = 331603, upload-time = "2025-12-15T08:41:46.427Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713", size = 309071, upload-time = "2025-12-15T08:41:44.973Z" },
-]
-
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -3990,21 +3955,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c", size = 5195, upload-time = "2024-01-21T14:25:17.223Z" },
 ]
 
-[[package]]
-name = "nltk"
-version = "3.9.4"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "click" },
-    { name = "joblib" },
-    { name = "regex" },
-    { name = "tqdm" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/74/a1/b3b4adf15585a5bc4c357adde150c01ebeeb642173ded4d871e89468767c/nltk-3.9.4.tar.gz", hash = "sha256:ed03bc098a40481310320808b2db712d95d13ca65b27372f8a403949c8b523d0", size = 2946864, upload-time = "2026-03-24T06:13:40.641Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/9d/91/04e965f8e717ba0ab4bdca5c112deeab11c9e750d94c4d4602f050295d39/nltk-3.9.4-py3-none-any.whl", hash = "sha256:f2fa301c3a12718ce4a0e9305c5675299da5ad9e26068218b69d692fda84828f", size = 1552087, upload-time = "2026-03-24T06:13:38.47Z" },
-]
-
 [[package]]
 name = "numpy"
 version = "2.0.2"
@@ -4596,7 +4546,6 @@ dev = [
     { name = "pytest-randomly" },
     { name = "pytest-xdist" },
     { name = "ruff" },
-    { name = "safety" },
     { name = "tqdm" },
     { name = "vulture" },
 ]
@@ -4661,7 +4610,6 @@ dev = [
     { name = "pytest-randomly", specifier = "==3.15.0" },
     { name = "pytest-xdist", specifier = "==3.6.1" },
     { name = "ruff", specifier = "==0.5.0" },
-    { name = "safety", specifier = "==3.7.0" },
     { name = "tqdm", specifier = "==4.67.1" },
     { name = "vulture", specifier = "==2.14" },
 ]
@@ -5257,46 +5205,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231", size = 26766, upload-time = "2025-10-13T15:30:47.625Z" },
 ]
 
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 ]
 
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-version = "0.19.1"
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 version = "0.5.0"
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-    { name = "click" },
-    { name = "dparse" },
-    { name = "filelock" },
-    { name = "httpx" },
-    { name = "jinja2" },
-    { name = "marshmallow" },
-    { name = "nltk" },
-    { name = "packaging" },
-    { name = "pydantic" },
-    { name = "requests" },
-    { name = "ruamel-yaml" },
-    { name = "safety-schemas" },
-    { name = "tenacity" },
-    { name = "tomlkit" },
-    { name = "typer" },
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 name = "scaleway"
 version = "2.10.3"
diff --git a/pyproject.toml b/pyproject.toml
index b2fd7286aa..94249c1120 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,6 @@ dev = [
   "pytest-env==1.1.5",
   "pytest-randomly==3.16.0",
   "pytest-xdist==3.6.1",
-  "safety==3.7.0",
   "vulture==2.14"
 ]
 
diff --git a/scripts/setup-git-hooks.sh b/scripts/setup-git-hooks.sh
index d01af21893..c1d930b20f 100755
--- a/scripts/setup-git-hooks.sh
+++ b/scripts/setup-git-hooks.sh
@@ -32,7 +32,7 @@ fi
 
 echo ""
 
-# Full setup requires uv for system hooks (pylint, bandit, safety, vulture, trufflehog)
+# Full setup requires uv for system hooks (pylint, bandit, vulture, trufflehog)
 # These are installed as Python dev dependencies and used by local hooks in .pre-commit-config.yaml
 if command -v uv &>/dev/null && [ -f "pyproject.toml" ]; then
   if uv run prek --version &>/dev/null 2>&1; then
@@ -50,7 +50,7 @@ elif command -v prek &>/dev/null; then
   prek install --overwrite
   echo ""
   echo -e "${YELLOW}⚠️  Warning: Some hooks require Python tools installed via uv:${NC}"
-  echo -e "   pylint, bandit, safety, vulture, trufflehog"
+  echo -e "   pylint, bandit, vulture, trufflehog"
   echo -e "   These hooks will be skipped unless you install them or run:"
   echo -e "   ${GREEN}uv sync${NC}"
 else
diff --git a/uv.lock b/uv.lock
index bf3bc73496..6194161723 100644
--- a/uv.lock
+++ b/uv.lock
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-version = "0.0.4"
-source = { registry = "https://pypi.org/simple" }
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 name = "annotated-types"
 version = "0.7.0"
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 version = "1.109.0"
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