From Bot Embarrassment to Accountability: How Anthropic Audited Its Documentation Debt

Documentation drift—when docs and code diverge—quietly undermines developer trust and system reliability. Anthropic's discovery of 14 discrepancies across security-critical repositories demonstrates how common this problem is, even in well-maintained projects. Their solution—automating documentation validation through CI checks—offers a scalable pattern that any team can replicate to prevent similar gaps.