Claude Cowork retains build context better than standard chat

nptacek · x · 2026-08-25

A user notes that Claude Cowork preserves build context much longer than normal chat, recovering errors and steps days later. They packaged failure cases into a durable teaching guide for other AIs, emphasizing that keeping failure records is essential for teaching the AI what "wrong" looks like.

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