Perform a DevSecOps review
A structured security review of a repository's build, dependencies, secrets handling and deployment path.
Advanced1–2 hoursCOMMUNITY ANALYSISSASTTrivySecret scanning
Prompt
Perform a DevSecOps review of this repository. Cover: dependency risk, secrets handling, build reproducibility, container hardening, pipeline permissions, deployment gates. For each finding give: severity, file path evidence, exploit scenario, remediation, effort estimate. Do not report findings you cannot evidence with a file path.
Problem
Ad-hoc reviews miss whole categories depending on the reviewer.
Goal
An evidenced finding list ordered by remediation value.
Context
Any application repository with CI configuration in-tree.
Expected Output
Findings table with severity, evidence, exploit scenario, remediation, effort.
Steps
- Run the review
- Verify each finding's file path yourself
- Triage into now / next / accept
- Track accepted risk explicitly
Validation
- Reproduce at least the top three findings manually
- Cross-check against your scanner output
Security Considerations
- Treat AI findings as leads, not verdicts
- Never auto-remediate security findings without review
Lessons Learned
- Requiring path evidence removes most hallucinated findings
- Effort estimates make triage conversations concrete
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