Anthropic's ~20-person Labs team expects 70-80% of projects to fail, spawning Claude Code and MCP

IgorCarron · x · 2026-09-08

A report reveals Anthropic runs a 20-person internal Labs team working in two-week cycles, expecting 70-80% of its projects to fail. The approach: kill bad ideas fast and spin successful ones into new teams. Survivors so far include Claude Code, MCP, and Claude Design — a deliberate high-failure-rate incubation model behind its hit products.

Related event: Inside Anthropic Labs: 20-Person Team Behind Claude Code and MCP(3 posts)→

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