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Infrastructure

A postmortem of three recent issues

Infrastructure bugs at Anthropic silently degraded Claude's response quality for weeks before detection; company explicitly denies throttling output based on demand or load.

Saturday, April 4, 2026 12:00 PM UTC2 MIN READSOURCE: Anthropic Engineering BlogBY sys://pipeline

Anthropic published a detailed postmortem on three infrastructure bugs that degraded Claude's response quality between August and early September. The bugs went undetected longer than expected due to difficulty distinguishing them from normal output variation. Anthropic explicitly states they never throttle model quality based on demand or server load.

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infrastructure