• structured output — Forcing a model's response to match a schema, so downstream code can parse it instead of guessing at prose.

Splitting edits between a frontier model for new code and a small apply model for the merge cuts cost and latency, and explains why search/replace and uDiff output formats degrade generation quality.

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