{"endpoint":"/api/falsify","mode":"rescue_trap_falsification","trapSlug":"neon-cold-start","matchedTrap":{"id":"trap-neon-cold-start","title":"Neon Serverless Postgres Cold-Start Timeout / Connection Exhaustion","category":"platform_limit","rootCause":"Waking a scale-to-zero Neon compute takes ~300-800ms; short client connect_timeout (<5s) or unpooled direct TCP connections fail during wake-up."},"fallbackRoute":{"jtbd":"serverless-db","primaryProviderId":"neon","fallbackProviderId":"supabase-pgvector","whenNotTopPickReason":"Want Auth+Storage+Realtime suite — Supabase.","liveHealth":{"status":"operational"},"autoActOk":true,"quickstartSpec":{"installCommand":"npm install @supabase/supabase-js","envVars":["SUPABASE_URL","SUPABASE_SERVICE_ROLE_KEY"],"activeModelOrSku":"supabase-pro","docsUrl":"https://supabase.com/docs/guides/ai"}},"falsificationSpec":{"jtbdId":"serverless-db","jtbdName":"Serverless Postgres for agents","currentPickId":"neon","currentPickScore":8.59,"challengerId":"supabase-pgvector","challengerScore":8.64,"currentScoreGap":-0.05,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.15,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Supabase (pgvector) (supabase-pgvector) outperforms Neon (neon) by >= 0.15 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Neon's representative SKU for serverless-db without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=neon) or sustained >= 30% degraded/failed rate in verified production outcomes."],"frozenHoldoutPolicy":{"holdoutSplit":"20% frozen benchmark holdout tasks + 80% live production outcome receipts","requireCountersignReceipt":true,"requiredEvidenceTiers":["outcome_verified","reference_checked"],"minDistinctContributors":2,"antiGamingRule":"Unverified self-reports and seed/editorial rows never mutate picks or scores."},"triggers":[{"kind":"verified_outcomes_outperformance","challengerId":"supabase-pgvector","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.15,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"neon","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"neon","immediateOverrideUrl":"/api/decide?jtbd=serverless-db&exhausted=neon"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=serverless-db","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"serverless-db","providerId":"supabase-pgvector","outcome":"worked","detail":"Comparative production evaluation on serverless-db (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}}}