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Anthropic reportedly scales daily merges to about 30,000 using verification evidence

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Addy Osmani, speaking at AI Engineer with Manish Kapur, says Anthropic's daily merges rose from about 2,500 in May to about 30,000.

Claude performs the first code review, and human reviewers check an evidence package of end-to-end, browser, lint, test, and screenshot or video results instead of reading every diff. A post relaying the talk also cites CircleCI data showing about 30% of merge attempts still fail. The figures come from a single report of the talk and have not been confirmed by Anthropic in the reporting.

Written by AI from the articles below · updated Nov 1, 9:07 AM ET

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Latest developmentNov 1, 8:37 AM ET
Anthropic reportedly scales daily merges to about 30,000 using verification evidence

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Nov 1
  1. meng shaoX
    Anthropic reportedly scales daily merges to about 30,000 using verification evidence

    AIAddy Osmani, speaking at AI Engineer with Manish Kapur, says Anthropic's daily merges rose from about 2,500 in May to about 30,000. Claude performs the first review, and human reviewers check an evidence package of end-to-end, browser, lint, test, and screenshot or video results rather than reading every diff. The post, relaying the talk, also cites CircleCI data showing about 30% of merge attempts still fail.

    Image from @shao__meng's post

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