[KongchangAI]
Unverified50% confidenceSolutionExact time

The recommended V3 human-AI collaborative workflow is divided into three phases: human confirmation points, JSON contract alignment, and independent QA (where Claude, not involved in writing the code, tests requirements one by one).

1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen

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