{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.durability-is-the-product","generated":"2026-09-06T05:32:11Z","citation":["Quote the record id and its source_url (or provenance if there is no URL).","Include last_verified or observed_at when present. Do not present an old date as current.","If tier is community and confidence is low, say so. Do not launder it into a fact.","If the database does not hold the answer, say that. Do not invent Grok Bot product claims.","Contradictions are data: when conflicts_with is present, report both records rather than picking a favourite.","Deprecated and removed records stay visible. They are history, not current guidance."],"record":{"id":"pat.durability-is-the-product","name":"Durability is what makes the product work","category":"architecture","problem":"Operators treat the cloud computer as a session and lose the compounding benefit.","technique":"Rely on state surviving turns, days and restarts: logins, files, browser sessions and preferences. Close the laptop and let the work continue.","why_it_works":"Durability is what makes a demonstrated workflow re-runnable on a schedule and lets context compound instead of resetting.","when_to_use":"Overnight and scheduled work.","when_not_to":"Do not rely on temporary directories, manually installed packages or uncommitted application state; those are explicitly replaceable.","manual_ref":"1.2","evidence":"documented","related":["pat.state-on-disk","pat.saved-authenticated-browser-profile"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}