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5/9/2026

Prepare Legacy Code for AI
Original: How to Prepare a Legacy Codebase for AI-Assisted Refactoring
Short summary
Preparing a legacy codebase for AI-assisted refactoring prevents costly mistakes. Key practices: define module scope with business constraints, map function dependencies, generate test suites to establish baselines, identify critical paths (payments, security, performance), and set up side-by-side comparison testing before merging changes.
- •Define scope and document business constraints before AI interaction
- •Map function dependencies and call sites to prevent signature mismatches
- •Generate test baseline with AI, then add edge cases from incident history
Generated with AI, which can make mistakes.
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