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AI code volume is a hidden tax on your senior talent

◆ 65RelevanceOn a story from The New Stack3h ago

Increasing output through AI tools creates a review bottleneck that disproportionately burdens your most experienced engineers. If you don't codify feedback patterns and automate the review of routine logic, your productivity gains will be offset by senior talent burnout.

Takeaways

  • AI velocity shifts the engineering bottleneck from writing code to reviewing it.
  • Codify recurring feedback to prevent senior engineers from repeating manual nitpicks.
  • Preserve developer intent during generation to speed up architectural logic reviews.
Read the original at thenewstack.io
Code review is burning out your best engineers
fmode.me/n/code-review-is-burning-out-your-best-engineers

Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.