{"jtbd":{"id":"managed-vector","slug":"managed-vector","name":"Managed vector database","shortName":"Managed vector database","problemStatement":"Zero-ops vector search for production RAG."},"pick":{"id":"qdrant","slug":"qdrant","name":"Qdrant","tagline":"Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave.","website":"https://qdrant.tech","overall":8.57,"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.57,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","pricingNotes":"Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing.","scores":{"capabilityFit":9.2,"pricePerformance":8.8,"latencyReliability":8.6,"developerDx":8.4,"privacyPosture":8.2,"lockInRisk":3,"maturity":8.5,"overall":8.57,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19"}},"runnersUp":[{"id":"pinecone","slug":"pinecone","name":"Pinecone","tagline":"Still the zero-ops vector default. If you already run Postgres, try pgvector before paying Pinecone rents.","website":"https://www.pinecone.io","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Serverless + dedicated/pod tiers; usage on storage/reads/writes; Dedicated Read Nodes for high QPS.","scores":{"capabilityFit":9,"pricePerformance":6.2,"latencyReliability":9,"developerDx":8.8,"privacyPosture":8,"lockInRisk":7,"maturity":9,"overall":7.88,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"weaviate","slug":"weaviate","name":"Weaviate","tagline":"Best when hybrid search and modularity matter. Cloud for convenience; self-host when lock-in anxiety spikes.","website":"https://weaviate.io","overall":8.15,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Open-source + Weaviate Cloud; modular vectorizers; hybrid search; usage/cluster pricing on cloud.","scores":{"capabilityFit":8.8,"pricePerformance":7.5,"latencyReliability":8.4,"developerDx":8.2,"privacyPosture":8.2,"lockInRisk":3.5,"maturity":8.8,"overall":8.15,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"zilliz","slug":"zilliz","name":"Zilliz (Milvus)","tagline":"When you're truly at massive scale, Milvus/Zilliz earns its complexity. Don't start here for a chatbot MVP.","website":"https://zilliz.com","overall":8.1,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.1,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Managed Milvus (Zilliz Cloud); open-source Milvus for self-host; designed for large-scale ANN.","scores":{"capabilityFit":9.2,"pricePerformance":7.8,"latencyReliability":8.4,"developerDx":7.2,"privacyPosture":7.8,"lockInRisk":3.5,"maturity":8.8,"overall":8.1,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"upstash-vector","slug":"upstash-vector","name":"Upstash Vector","tagline":"Prototype/edge RAG peer when you already on Upstash. Prefer Qdrant/Pinecone for serious filtered production…","website":"https://upstash.com/vector","overall":8.17,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.17,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (upstash.com/pricing/vector markdown): Free $0 — 200M vectors×dims, 10K queries/day, 1GB. PAYG $0.40 per 100K requests + $0.25/GB storage (≤50GB, 99.9% SLA). Fixed $60/mo (1M queries/day). Pro contact (100B scale). Bandwidth free to 200GB then $0.03/GB.","scores":{"capabilityFit":7.8,"pricePerformance":9,"latencyReliability":8.4,"developerDx":9,"privacyPosture":7.6,"lockInRisk":3.8,"maturity":7.8,"overall":8.17,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"astra-db","slug":"astra-db","name":"DataStax Astra DB","tagline":"Managed vector peer for Cassandra estates / huge write scale. Depot defaults remain Supabase pgvector /…","website":"https://www.datastax.com/products/datastax-astra","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (datastax.com Astra/watsonx.data pricing): Pay-per-use from **$1.00 USD per Resource Unit**; Subscription dedicated from **~$83.30/mo**. Cassandra/Astra RU worksheets published (Starter 341 RU/mo → XL annual). Vector/Milvus RU/hr bands (Starter 1.25 → Large 16.50 RU/hr). Now packaged under IBM watsonx.data lakehouse marketing — still the Astra DB serverless/vector path for Cassandra estates. Pin console RU export before large RAG commits.","scores":{"capabilityFit":8.4,"pricePerformance":7.4,"latencyReliability":8.8,"developerDx":7.6,"privacyPosture":8.2,"lockInRisk":5.2,"maturity":8.8,"overall":7.88,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.57,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"qdrant","pickName":"Qdrant","pickScore":8.57,"highestScoredCandidateId":"qdrant","highestScoredCandidateName":"Qdrant","highestScore":8.57,"pickHasLowerCompositeScore":false,"delta":0,"pickLeadsOnDimensions":[],"explanation":"Qdrant (8.57) holds both the highest composite score among ranked candidates and the editorial pick for Managed vector database: capability filtering + pricePerf + lockInRisk (prefer OSS escape)."},"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[{"id":"qdrant-oss","name":"Qdrant","kind":"dev_tool","providerId":"qdrant","jtbdIds":["self-host-vector","managed-vector","hybrid-search-rag"],"whatYouGet":"Self-hosted vector database. Qdrant Cloud is not this row.","cost":"oss","license":"Apache-2.0","sourceUrl":"https://github.com/qdrant/qdrant/blob/master/LICENSE","notes":"LICENSE refetched 2026-10-03 is Apache License 2.0. README fetched the same day says hybrid search combines semantic understanding and keyword precision, and that sparse vectors are for full-text search. It does not say BM25. It does not say enterprise RAG with rerank and support, agent memory across sessions, or a knowledge graph. Qdrant Cloud is not this row. Re-fetched twice 2026-10-25 (~10 s apart, plain curl, no login): GitHub blob page HTTP 200, no redirect (page chrome differs between fetches); raw LICENSE fetched twice too, HTTP 200, byte-identical: 'Apache License Version 2.0, January 2004' / 'Copyright 2026 Qdrant Solutions GmbH'. License unchanged.","limits":null,"asOf":"2026-10-25","freeType":"dev_tool","substitutable":true}],"referenceDocs":[],"falsification":{"jtbdId":"managed-vector","jtbdName":"Managed vector database","currentPickId":"qdrant","currentPickScore":8.57,"challengerId":"pinecone","challengerScore":7.88,"currentScoreGap":0.69,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.84,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Pinecone (pinecone) outperforms Qdrant (qdrant) by >= 0.84 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Qdrant's representative SKU for managed-vector without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=qdrant) 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":"pinecone","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.84,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"qdrant","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"qdrant","immediateOverrideUrl":"/api/decide?jtbd=managed-vector&exhausted=qdrant"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=managed-vector","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"managed-vector","providerId":"pinecone","outcome":"worked","detail":"Comparative production evaluation on managed-vector (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}},"whatWouldChangePick":["Pinecone (pinecone) outperforms Qdrant (qdrant) by >= 0.84 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Qdrant's representative SKU for managed-vector without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=qdrant) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"managed-vector","primary":{"providerId":"qdrant","name":"Qdrant","overall":8.57,"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.57,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","role":"primary","reason":"Editorial Depot Pick for Managed vector database; healthy/eligible under caller constraints."},"fallback":[{"providerId":"pinecone","name":"Pinecone","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Managed vector database."},{"providerId":"weaviate","name":"Weaviate","overall":8.15,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Managed vector database."},{"providerId":"zilliz","name":"Zilliz (Milvus)","overall":8.1,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.1,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Managed vector database."},{"providerId":"upstash-vector","name":"Upstash Vector","overall":8.17,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.17,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Managed vector database."},{"providerId":"astra-db","name":"DataStax Astra DB","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Managed vector database."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"qdrant","activePrimaryId":"qdrant","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":8,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-10-19","pricingLastVerifiedAt":"2026-10-27"},"confidenceBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"managed-vector","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","tie":false,"scoreGap":0.69,"decidingFactor":null,"tieNote":null,"rationale":"capability filtering + pricePerf + lockInRisk (prefer OSS escape).","whenNotTopPick":"Already on Postgres <50M vectors — supabase-pgvector/Neon. Want absolute zero-ops brand — Pinecone.","skipTopPick":false,"skipReason":null,"matchedConstraints":[],"pricingSummary":"Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing.","cite":"Depot Pick for managed-vector: qdrant (asOf 2026-10-19). See GET /api/jtbds/managed-vector + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/managed-vector?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=managed-vector","why":"Depot Pick SKUs plus the cheapest sourced SKU whose unit matches this job. Does not change the pick. Does not blend input and output or borrow a chat rate for a non-chat job."},{"step":3,"title":"Open provider detail","href":"/api/providers/qdrant","why":"Scores, pricingNotes, strengths/weaknesses, communitySignals (claims only)."},{"step":4,"title":"Cite methodology","href":"/api/methodology","why":"Required when publishing a Depot Pick citation."},{"step":5,"title":"Grab badge SVG","href":"/api/badge?type=depot-pick&jtbd=managed-vector","why":"Embed in README / agent passport."},{"step":6,"title":"Post production insight","method":"POST","href":"/api/insights","why":"Unverified until curated; never auto-mutates official scores."}],"honesty":["Do not invent scores or benches.","Insights are claims until curated/reviewed; they never silently mutate official scores.","lockInRisk higher = more lock-in (worse).","normalizedUsdPerMillionTokens is set only for a single sourced token row. Otherwise null, with a machine-readable reason. Do not coerce GPU, minute, or per-1k search units.","Runners-up are not Depot Picks.","Depot overall is editorial_weighted, not Arena Elo and not an Artificial Analysis index."],"asOf":"2026-10-19","depth":{"whenNotToUse":{"text":"Already on Postgres <50M vectors — supabase-pgvector/Neon. Want absolute zero-ops brand — Pinecone.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"pinecone","name":"Pinecone","overallForJob":7.88,"pickOverallForJob":8.57,"beatsPickOn":["latencyReliability","developerDx","maturity"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":3,"runnerUpLockInRisk":7,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":["open source (provider tag `oss`)"],"runnerUpExitSignals":[],"pickNotes":[{"text":"Great self-host story","field":"strengths"},{"text":"Self-host or Cloud — either way you can leave.","field":"scores.notes"}],"selfHostFallback":[{"id":"qdrant-oss","name":"Qdrant","license":"Apache-2.0","sourceUrl":"https://github.com/qdrant/qdrant/blob/master/LICENSE"}],"migration":"The pick has lower stored lock-in risk than runner-up Pinecone (3 vs 7). Pick exit signals: open source (provider tag `oss`). Self-host fallback listed for this job: Qdrant.","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.149), Depot Pick for managed-vector: qdrant, scores as of 2026-10-19, retrieved 2026-10-27. https://getagentdepot.com/jtbds/managed-vector","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/managed-vector) (v0.12.149) — Depot Pick for `managed-vector`: **qdrant** (scores as of 2026-10-19, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.149","role":"depot_pick","jtbdId":"managed-vector","providerId":"qdrant","scoreAsOf":"2026-10-19","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/managed-vector","api":"https://getagentdepot.com/api/decide?jtbd=managed-vector"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. Format: “Agent Provider Depot (v{version}), Depot Pick for {jobId}: {providerId}, scores as of {scoreAsOf}, retrieved {retrievedOn}. {baseUrl}/jtbds/{jobId}”. Quote prices only with their own sourceUrl and asOf. If the pick's score is stale (freshness.pick.score.stale), say so."},"freshness":{"pick":{"score":{"asOf":"2026-10-19","ageDays":8,"stale":false,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-10-19","ageDays":8,"stale":false,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":1,"sourcesReachable":1,"pricingRows":0,"pricingRowsReconfirmed":0,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}},"scoreAsOf":"2026-10-19","editorialPriorAsOf":"2026-10-19","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-10-19","runnersUpScoreAsOf":["2026-09-14","2026-09-14","2026-09-14","2026-09-14","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"prose_notes_only","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://qdrant.tech","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"links":{"jtbd":"/jtbds/managed-vector","jtbdApi":"/api/jtbds/managed-vector","leaderboard":"/api/leaderboards?jtbd=managed-vector","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=managed-vector","decide":"/api/decide?jtbd=managed-vector","humanPage":"/jtbds/managed-vector","alternatives":"/api/alternatives?provider=qdrant","canonical":"/api/canonical","quote":"/api/quote?jtbd=managed-vector","falsify":"/api/falsify?jtbd=managed-vector"},"constraintBundle":{"task":null,"jtbd":"managed-vector","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]},"stackContext":{"host":null,"framework":null,"repo":null,"lang":null,"existing":[],"volume":null,"sender":null,"detectedFromTask":[]},"keep":null,"contextAdvice":null,"communityFeedback":{"pickOnThisJob":{"failed":0,"degraded":0,"worked":0,"insights":1,"withVerifiedReceipt":0,"failureModes":{},"latestAt":"2026-09-11T16:40:00.000Z","note":"Agent-reported claims (unverified unless a receipt is verified by Depot's re-check). They never change scores or picks."},"outcomes":{"job":{"n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"verifiedReports":0,"contributors":0,"excluded":{"seed_editorial":1,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet"},"pick":{"providerId":"qdrant","n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"evidenceTiers":{"agent_claim":0,"self_declared":0,"reference_checked":0,"outcome_verified":0},"reason":"no_submitted_outcome_reports_yet"},"scoresMutated":false,"more":"/api/outcomes?jtbd=managed-vector"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}