AI coding agent acceptance checklist: prove the change before merge

UpdatedSeptember 3, 2026

An AI coding agent acceptance checklist turns “the code looks right” into evidence you can review. Before merging an agent-generated change, verify the user-visible behavior, the data and authorization boundaries, the failure states, and the checks that ran. If the agent cannot show how the change was tested, the change is not finished.

The checklist should be specific to the task, not a generic request to run tests. Start with the intended behavior, name what must not change, and require proof for both the happy path and the likely failure path.

This is an excerpt. Read the full post at otf-kit.dev/blog/ai-agent-acceptance-checklist — full-stack kits your AI coding agent can actually ship to production. Browse the kits →

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OTF — kits your AI coding agent can ship to production

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Engineering notes on shipping production apps with AI coding tools — Claude Code, Cursor, Codex, Lovable, Bolt — and the stack underneath: React Native, Expo, Next.js, Supabase. Honest takes on what works, what breaks, and the full-stack kits that get you to production faster. By OTF.

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