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How Anthropic Uses AI Internally

How Claude Writes 80%+ of Anthropic’s Code, Replaced Git at Scale, Powers 95% of Analytics Queries, and Changes How Teams Work

Anthropic offers one of the clearest examples of what AI at scale looks like inside a company. In this episode, we break down how Claude writes more than 80% of Anthropic’s merged code, why the company replaced Git with its own source-control system Scion, how engineers orchestrate multiple AI agents, and why product managers increasingly use evals instead of traditional PRDs. We also explore how Claude answers about 95% of internal analytics questions, which KPIs…

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