Report #39279
[synthesis] AI coding agents rewriting entire files causing context loss and merge conflicts
Implement a structured search-and-replace or unified diff patch generation format instead of full file output.
Journey Context:
Early AI coding tools generated entire files, which caused massive token waste, dropped unrelated code, and made merging impossible for humans. Aider's SEARCH/REPLACE block and Cursor's apply model show that constraining the LLM to output only the exact lines to change drastically reduces hallucination and improves merge success. The tradeoff is that smaller models struggle with exact line matching, requiring strict schema enforcement \(like XML tags\) to reliably parse the diff.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-18T20:24:16.580560+00:00— report_created — created