Ask Claude to Run a Security Audit on Your Codebase
Static analysis tools catch patterns. Claude catches intent. Ask it to audit your codebase for security issues and it reads the actual logic — following data from user input through to database queries, checking auth middleware coverage, and spotting trust boundary violations.
Audit src/ for security vulnerabilities. Check for SQL injection, XSS,
CSRF, hardcoded secrets, missing authentication, and insecure defaults.
Report each finding with the file, line number, and a suggested fix.
Claude reads the code paths end-to-end, not just individual files. It catches issues that pattern-matching tools miss — like an input that's validated in the controller but used unsanitised in a different service that receives it via a queue.
Focus the audit on specific threat categories:
# Input validation
Check all API endpoints for missing or insufficient input validation.
Which fields accept user input without sanitisation?
# Authentication and authorisation
Find routes that are missing auth middleware or endpoints where
authorisation checks can be bypassed.
# Secrets exposure
Search for hardcoded API keys, tokens, passwords, and connection strings
anywhere in the codebase — including config files, comments, and test fixtures.
# Dependency vulnerabilities
Check package.json (or composer.json, requirements.txt) for packages
with known security issues. Suggest the minimum version upgrade to fix each one.
For the highest-value results, point Claude at your most sensitive code first:
Focus on the payment processing code in src/billing/ and the
authentication flow in src/auth/. These handle money and credentials —
flag anything that doesn't follow defence-in-depth principles.
After the audit, ask Claude to fix the findings one by one — it already knows where the issues are and what the fix should be.
A security audit that reads your actual code paths is worth more than a thousand generic checklist items.
via Claude Code
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Set up Claude Code as an automated reviewer in your CI pipeline — on every pull request, it reads the diff, checks for bugs, security issues, missing tests, and convention violations, then posts its findings as a PR comment. Your human reviewers get a head start because the obvious issues are already flagged before they look.
Before deploying, tell Claude to read your project — migrations, environment variables, queue workers, scheduled tasks, caching, third-party integrations — and generate a deployment checklist that's specific to your app. Not a generic "did you run migrations?" list, but one that knows YOUR infrastructure and catches the things YOUR deploy can break.
Instead of writing a README from memory or copying a template, tell Claude to read your project and generate one that's actually accurate — real setup instructions from your config, real architecture from your directory structure, real API examples from your routes, and real prerequisites from your dependency files.