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AI Loop

Build-Test-Repair Code Loop

Turn a scoped feature into tested code through bounded implementation and repair cycles.

DevelopmentExpertChatGPT · Claude · Copilot

Goal

Deliver a working feature that passes its defined tests.

Trigger

A feature specification and acceptance criteria are available.

Steps

Plan → implement → run tests → diagnose failures → repair → rerun tests.

Verification

Automated tests pass and acceptance criteria are satisfied.

Stop condition

All required tests pass or the repair budget reaches five attempts.

How to use this loop

Use the goal and steps to plan your workflow. Check the result at each verification point, respect the stop condition and obtain the specified human approval before acting.

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