Developer Tools / Code Assistant

Agentic coding and persistent returns to expertise

Anthropic research report on how people use Claude Code in practice, based on a large privacy-preserving analysis of session data. It covers task types, division of labor between user and model, and how domain expertise affects outcomes.

Clear26/30
Useful24/30
Specific11/20
Complete13/20
Agentic coding and persistent returns to expertise screenshot

Why it was accepted

The page is clearly about Claude Code and agentic coding, with substantial visible evidence of a real AI product and how it is used. The snapshot includes findings, methodology, usage patterns, and concrete claims drawn from a large session analysis, which is enough for a useful directory listing.

Weakness

This is a research article rather than a product landing page, so visitors cannot see pricing, onboarding, docs, or a direct way to try Claude Code from this page alone. The snapshot also does not show feature details beyond the usage study.

Review status

85 days ago #1945 ↓ -1

Last evaluated 85 days ago. Current rank #1945. Down 1 spot in the rankings.

Score history

74

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