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Why AI Coding Assistants Still Struggle With Legacy Codebases
Legacy codebases break the assumptions most AI coding assistants were trained on, and the gap shows up as soon as you leave a clean, modern repo.
2 articles on Emergent Wire tagged "developer tools."
2 articles
Legacy codebases break the assumptions most AI coding assistants were trained on, and the gap shows up as soon as you leave a clean, modern repo.
Tests, refactors, and reproducible bugs go well. Vague specs and unwritten conventions do not. What changes when review becomes the bottleneck.