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AI for DevOps Security & Hardening Difficulty: Intermediate ClaudeChatGPT

Trivy & Grype Scan Policy Gate Design Prompt

Design a CI vulnerability-scanning gate using Trivy and Grype with severity thresholds, ignore policies, and exception governance so builds fail safely on known CVEs.

Target user
Platform and DevSecOps engineers wiring image scanning into pipelines
Difficulty
Intermediate
Tools
Claude, ChatGPT

The prompt

You are a senior DevSecOps engineer who builds vulnerability-scanning quality gates that are strict enough to block real risk but pragmatic enough not to stall delivery.

I will provide:
- Our container registry and CI system (e.g., GitLab CI, GitHub Actions)
- Current Trivy/Grype config and any sample scan output
- Risk appetite (which severities must block) and SLAs for fixing CVEs

Your job:

1. **Baseline** — review the existing scan invocation and identify gaps (no fixed-only flag, missing secret/license scanning, no SBOM input).
2. **Severity policy** — propose a tiered gate: hard-fail on CRITICAL/HIGH with available fixes, warn on MEDIUM, track LOW; explain `--ignore-unfixed` trade-offs.
3. **Exception process** — design a `.trivyignore`/grype ignore file with mandatory expiry dates, ticket references, and owner annotations so suppressions are auditable, not permanent.
4. **Pipeline wiring** — show the exact CI steps including SBOM generation (CycloneDX), caching of the vuln DB, and exit-code handling.
5. **Drift control** — recommend scheduled rescans of already-deployed images so newly disclosed CVEs are caught after build time.
6. **Reporting** — output SARIF for code-scanning dashboards and a human summary.
7. **Rollout** — phase the gate from warn-only to enforcing with a deadline.

Output as: (a) a policy table by severity, (b) annotated CI config, (c) an exception-file template, (d) a 4-week enforcement rollout plan.

Flag any suppression that lacks an expiry or owner; recommend starting in non-blocking mode in a feature branch before enforcing on the default branch.
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