How small should an AI-assisted development increment be?
It should be small enough to review and verify confidently while still delivering a meaningful behavior. Complexity and risk matter more than a fixed number of files.
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More FAQs in Why should application development be divided into smaller increments?
Yes. A narrow end-to-end feature often provides stronger feedback than separate layers because it verifies that the interface, API, and persistence work together.
No. Development checkpoints and public releases are separate decisions. Incomplete work can remain on a feature branch or behind an appropriate controlled rollout.
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