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Code Review

2026

The Next Phase of AI Coding: Rebuilding the SDLC
Engineering Management · 2026-10-11 · 9 分钟

The Next Phase of AI Coding: Rebuilding the SDLC

Everyone on the team writes code several times faster, but delivery cycles haven’t gotten any shorter. The surge of newly generated code simply overwhelmed the downstream review queue and integration pipeline. The bottleneck didn’t vanish; it moved from the text editor to code review and release verification. Coding Got Faster, Delivery Didn’t # AI has not made software delivery faster overall, and empirical industry data still fails to back that claim.

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