Anthropic: domain expertise helps but gap modest in Claude Code

Anthropic Research

Analysis of 400k+ Claude Code sessions shows domain experts succeed more, but the gap from intermediate users is small. Debugging time fell by nearly half over 7 months, and typical task value rose ~25%.

AnthropicClaude Code

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Anthropic Research

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