On June 16, 2026, Anthropic published an economic research report titled "Agentic coding and persistent returns to expertise," analyzing how its agentic coding tool Claude Code is actually used. Drawing on roughly 400,000 interactive sessions from about 235,000 people (October 2025–April 2026) via a privacy-preserving method that does not expose individual content, the report sets out a framework for tracking who uses the tool and for what, how the value of tasks is shifting, and what determines whether a session succeeds.
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