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Code Quality With Audit

Use a read-only audit to catch maintainability drift before it becomes the project's default style.

Qualityguideauditmaintainability

What to look for

AI-assisted code can accumulate repeated helpers, slightly different component patterns, unused exports, oversized files, and untested business logic. Audit examines the codebase for those patterns without changing it.

Handle findings deliberately

Classify each finding by impact and confidence. Fix clear defects and harmful duplication. Do not turn every stylistic preference into a refactor, especially when it would broaden the active feature.

Security and performance

Audit can flag obvious unsafe input handling, missing authorization scope, secret exposure, expensive repeated work, or avoidable client code. It is not a substitute for a dedicated threat model, penetration test, or production profiling when those are required.

Documentation

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