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Anthropic graded 400,000 Claude Code sessions. Managers beat the engineers.

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

Anthropic ran a classifier over roughly 400,000 Claude Code sessions from 235,000 people, recorded between October 2025 and April 2026, to figure out who actually succeeds with a coding agent. The finding that made me read the whole thing: management occupations reach verified success slightly more…

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  1. 2026-08-31 15:29 · DEV Community — AI
    Anthropic graded 400,000 Claude Code sessions. Managers beat the engineers.

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