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first pass reliability

1 articles · 4 co-occurring · 0 contradictions · 0 briefs

The 40% → ≤3% improvement is a measurable outcome of improved context flow; errors caught during generation reduce post-deployment defects.

Related concepts
tool affordance workflow fit 1 session state preservation 1 feedback loop compression 1 code generation 1
Evidence chain (1 articles, showing 1)
@shao__meng: Codex 自测闭环后，从 40% 的改动首次交付就有 bug，到 ≤3%，可靠性明显提升，更容易进入心流。 example_of

The 40% → ≤3% improvement is a measurable outcome of improved context flow; errors caught during generation reduce post-deployment defects.

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