{"found":true,"collection":"facts","library_url":"https://www.grokbotdb.com/library/fact.performance.corpus-is-mostly-design-walkthrough","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 They are history, not current guidance."],"record":{"id":"fact.performance.corpus-is-mostly-design-walkthrough","subject":"performance","claim":"Across the independent corpus, almost every author presents a design walkthrough rather than a measured outcome.","kind":"opinion","status":"current","tier":"third_party","source_id":"src.tp.aibuilderclub.guide","source_url":"https://www.aibuilderclub.com/blog/grok-bot-guide","quote":"All others: design descriptions, prompts, or hypothetical setups with no production metrics provided.","observed_at":"2026-09-03","confidence":"high","notes":"This agent's own read of 22 loaded sources agrees. Only CellCog, 4Geeks, Debbie O'Brien, DataCamp and Chris Alarcon report numbers from actual use; the rest are prescriptive.","first_seen":"2026-09-03","last_verified":"2026-09-03"}}