{"found":true,"collection":"terms","library_url":"https://www.grokbotdb.com/library/gls.inner-loop-outer-loop","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 They are history, not current guidance."],"record":{"id":"gls.inner-loop-outer-loop","term":"Inner loop and outer loop","definition":"Coding tools are the inner loop, which does the deep production work. Chat is the outer loop, which notices, gathers context, stages the prompt, takes approval, fires the specialist system, verifies and reports.","do_not_confuse_with":"A hierarchy of importance. It is an allocation: the outer loop is cheap and the inner loop is paid for on a different meter.","first_seen":"2026-09-03","last_verified":"2026-09-03"}}