{"found":true,"collection":"failure_modes","library_url":"https://www.grokbotdb.com/library/fm.approval-latency-bottleneck","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 They are history, not current guidance."],"record":{"id":"fm.approval-latency-bottleneck","title":"Approval gates convert the operator's response time into the system's throughput limit","symptom":"Bots sit blocked waiting for approvals; delegation quality degrades to the speed of the human.","cause":"Every consequential action is gated on a human, and approvals cannot be batched or delegated.","detection":"Growing approval queue with idle Bots behind it.","fix":"Separate read-only operations from destructive ones so only the latter need gating, and track approval count as an explicit operating metric. Accept the trade: the alternative to approval latency is the production-deletion failure mode above.","severity":"low","source_id":"src.tp.developersdigest.computer-primitive","source_url":"https://www.developersdigest.tech/blog/grok-bot-computer-primitive-explained","confidence":"medium","first_seen":"2026-09-03","last_verified":"2026-09-03"}}