{"jtbd":{"id":"llm-rate-limit-shield","slug":"llm-rate-limit-shield","name":"LLM rate-limit & backoff shield","shortName":"Rate-limit shield","problemStatement":"Protect upstream model quotas with per-tenant limits, smart retries, fallbacks, and 429 shielding so one noisy agent cannot melt the budget."},"pick":{"id":"cloudflare-ai-gateway","slug":"cloudflare-ai-gateway","name":"Cloudflare AI Gateway","tagline":"Free edge gateway peer to Portkey/OpenRouter. Depot llm-ai-gateway pick stays Portkey for virtual…","website":"https://developers.cloudflare.com/ai-gateway/","overall":8.42,"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.42,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (developers.cloudflare.com/ai-gateway/reference/pricing, updated 2026-05-19): Core gateway (analytics, caching, rate limiting, DLP profiles) free on all Cloudflare plans. Persistent logs: Workers Free 100k total; Workers Paid 10M/gateway. Unified Billing adds 5% fee on prepaid credits (provider token rates pass through, no markup). Guardrails billed as Workers AI tokens (Llama Guard). Logpush Workers Paid 10M req/mo then $0.05/M. Distinct catalog entry from cloudflare-workers-ai.","scores":{"capabilityFit":8,"pricePerformance":9.4,"latencyReliability":9,"developerDx":8.2,"privacyPosture":8.8,"lockInRisk":4,"maturity":8.4,"overall":8.42,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"portkey","slug":"portkey","name":"Portkey","tagline":"Depot pick for production AI gateway (fallbacks, virtual keys, budgets). OpenRouter when you want a model…","website":"https://portkey.ai","overall":8.29,"scoreBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"scoreLayers":{"editorialPrior":8.29,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (portkey.ai/pricing): Developer free forever (10k logs/mo, 3-day log / 30-day metrics retention). Production $49/mo (100k logs, +$9/100k overage, 30/90-day retention, guardrails, RBAC). Enterprise custom (10M+ logs, VPC, HIPAA/BAA, private cloud). OSS self-host gateway available. Note: packaging increasingly tied to Palo Alto Prisma AIRS AI Gateway narrative — same lineage as catalogued prisma-airs enterprise SKU.","scores":{"capabilityFit":8.8,"pricePerformance":8.2,"latencyReliability":8.6,"developerDx":9,"privacyPosture":8.2,"lockInRisk":5,"maturity":8.2,"overall":8.29,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"vercel-ai-gateway","slug":"vercel-ai-gateway","name":"Vercel AI Gateway","tagline":"Best when the app already ships on Vercel/AI SDK. Portkey remains production-gateway default; OpenRouter for…","website":"https://vercel.com/ai-gateway","overall":8.18,"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":8.18,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (vercel.com/docs/ai-gateway/pricing): Zero platform fee / zero markup on provider list prices (incl. BYOK on paid). Free tier ~$5/mo credits on free-tier-eligible models with lower per-model rate limits; purchasing any AI Gateway Credits ends monthly free credit and unlocks full catalog + higher limits. BYOK requires paid credits path. Part of Vercel AI SDK gravity.","scores":{"capabilityFit":8.2,"pricePerformance":9,"latencyReliability":8.6,"developerDx":9.2,"privacyPosture":7.8,"lockInRisk":5.8,"maturity":8,"overall":8.18,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"openrouter","slug":"openrouter","name":"OpenRouter","tagline":"Best multi-model router for agents that need failover and experimentation. Pin providers in production; don’t…","website":"https://openrouter.ai","overall":7.92,"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":7.92,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Multi-provider LLM router with OpenAI-compatible API; pass-through model pricing plus small platform fee. Best for prototyping multi-model and failover; production should pin critical paths to direct providers.","scores":{"capabilityFit":8.8,"pricePerformance":7.8,"latencyReliability":7.6,"developerDx":9.2,"privacyPosture":6.8,"lockInRisk":4,"maturity":7.8,"overall":7.92,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"helicone","slug":"helicone","name":"Helicone","tagline":"Maintenance mode since 2026-03-03 (Mintlify); site now says 'no longer part of Mintlify'. Runner-up only, not a pick.","website":"https://www.helicone.ai","overall":8.12,"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":8.12,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","pricingNotes":"Proxy/gateway logging; usage-based plans from low tens of $/mo; open-source components.","scores":{"capabilityFit":8.2,"pricePerformance":8.5,"latencyReliability":8.4,"developerDx":8.8,"privacyPosture":7.5,"lockInRisk":4,"maturity":8,"overall":8.12,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19"}}],"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.42,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"cloudflare-ai-gateway","pickName":"Cloudflare AI Gateway","pickScore":8.42,"highestScoredCandidateId":"cloudflare-ai-gateway","highestScoredCandidateName":"Cloudflare AI Gateway","highestScore":8.42,"pickHasLowerCompositeScore":false,"delta":0,"pickLeadsOnDimensions":[],"explanation":"Cloudflare AI Gateway (8.42) holds both the highest composite score among ranked candidates and the editorial pick for LLM rate-limit & backoff shield: Editorial replacement 2026-10-21: the former pick Helicone (8.12 for this job) has been in maintenance mode since 2026-03-03 (https://www.mintlify.com/blog/mintlify-acquires-helicone) and its site now says 'Helicone is no longer part of Mintlify. Details to come soon.' (https://www.helicone.ai/, re-checked 2026-10-21), so ownership and roadmap are unclear. Replaced by the highest-scoring live runner-up, Cloudflare AI Gateway (8.42 for this job; rate limiting is a free core feature, fixed or sliding windows, 429 on excess, per https://developers.cloudflare.com/ai-gateway/features/rate-limiting/ and /reference/pricing/; per user/project/team rate and budget limits with fallbacks via Dynamic Routing per /features/dynamic-routing/; all re-checked 2026-10-21; AI Gateway component 'operational' on cloudflarestatus.com 2026-10-21). Helicone stays a runner-up with the maintenance_mode flag. No score changed. Distinct from `llm-ai-gateway` (routing/guardrails). Focus rate limits + cost ceilings."},"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[],"referenceDocs":[],"falsification":{"jtbdId":"llm-rate-limit-shield","jtbdName":"LLM rate-limit & backoff shield","currentPickId":"cloudflare-ai-gateway","currentPickScore":8.42,"challengerId":"portkey","challengerScore":8.29,"currentScoreGap":0.13,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.28,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Portkey (portkey) outperforms Cloudflare AI Gateway (cloudflare-ai-gateway) by >= 0.28 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Cloudflare AI Gateway's representative SKU for llm-rate-limit-shield without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=cloudflare-ai-gateway) 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":"portkey","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.28,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"cloudflare-ai-gateway","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"cloudflare-ai-gateway","immediateOverrideUrl":"/api/decide?jtbd=llm-rate-limit-shield&exhausted=cloudflare-ai-gateway"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=llm-rate-limit-shield","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"llm-rate-limit-shield","providerId":"portkey","outcome":"worked","detail":"Comparative production evaluation on llm-rate-limit-shield (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":["Portkey (portkey) outperforms Cloudflare AI Gateway (cloudflare-ai-gateway) by >= 0.28 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Cloudflare AI Gateway's representative SKU for llm-rate-limit-shield without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=cloudflare-ai-gateway) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"llm-rate-limit-shield","primary":{"providerId":"cloudflare-ai-gateway","name":"Cloudflare AI Gateway","overall":8.42,"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.42,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"primary","reason":"Editorial Depot Pick for LLM rate-limit & backoff shield; healthy/eligible under caller constraints."},"fallback":[{"providerId":"portkey","name":"Portkey","overall":8.29,"scoreBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"scoreLayers":{"editorialPrior":8.29,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for LLM rate-limit & backoff shield."},{"providerId":"vercel-ai-gateway","name":"Vercel AI Gateway","overall":8.18,"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":8.18,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for LLM rate-limit & backoff shield."},{"providerId":"openrouter","name":"OpenRouter","overall":7.92,"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":7.92,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for LLM rate-limit & backoff shield."},{"providerId":"helicone","name":"Helicone","overall":8.12,"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":8.12,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","role":"fallback","reason":"Ranked fallback route for LLM rate-limit & backoff shield."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"cloudflare-ai-gateway","activePrimaryId":"cloudflare-ai-gateway","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":43,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27"},"confidenceBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"llm-rate-limit-shield","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","tie":false,"scoreGap":0.13,"decidingFactor":null,"tieNote":null,"rationale":"Editorial replacement 2026-10-21: the former pick Helicone (8.12 for this job) has been in maintenance mode since 2026-03-03 (https://www.mintlify.com/blog/mintlify-acquires-helicone) and its site now says 'Helicone is no longer part of Mintlify. Details to come soon.' (https://www.helicone.ai/, re-checked 2026-10-21), so ownership and roadmap are unclear. Replaced by the highest-scoring live runner-up, Cloudflare AI Gateway (8.42 for this job; rate limiting is a free core feature, fixed or sliding windows, 429 on excess, per https://developers.cloudflare.com/ai-gateway/features/rate-limiting/ and /reference/pricing/; per user/project/team rate and budget limits with fallbacks via Dynamic Routing per /features/dynamic-routing/; all re-checked 2026-10-21; AI Gateway component 'operational' on cloudflarestatus.com 2026-10-21). Helicone stays a runner-up with the maintenance_mode flag. No score changed. Distinct from `llm-ai-gateway` (routing/guardrails). 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See GET /api/jtbds/llm-rate-limit-shield + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/llm-rate-limit-shield?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=llm-rate-limit-shield","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/cloudflare-ai-gateway","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=llm-rate-limit-shield","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":"2026-09-14","depth":{"whenNotToUse":{"text":"Need per-virtual-key budgets and a full governance gateway (Portkey); Vercel already terminates AI traffic (Vercel AI Gateway); Helicone only if you accept maintenance-mode risk (since 2026-03-03, ownership unclear).","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"portkey","name":"Portkey","overallForJob":8.29,"pickOverallForJob":8.42,"beatsPickOn":["capabilityFit","developerDx"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":4,"runnerUpLockInRisk":5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":["OpenAI-compatible API (provider tag `openai-compat`)"],"pickNotes":[],"selfHostFallback":[],"migration":"The pick has lower stored lock-in risk than runner-up Portkey (4 vs 5).","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 (v0.12.152), Depot Pick for llm-rate-limit-shield: cloudflare-ai-gateway, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/llm-rate-limit-shield","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/llm-rate-limit-shield) (v0.12.152) — Depot Pick for `llm-rate-limit-shield`: **cloudflare-ai-gateway** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.152","role":"depot_pick","jtbdId":"llm-rate-limit-shield","providerId":"cloudflare-ai-gateway","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/llm-rate-limit-shield","api":"https://getagentdepot.com/api/decide?jtbd=llm-rate-limit-shield"},"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":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":3,"sourcesReachable":3,"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":"2026-09-14","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-09-14","runnersUpScoreAsOf":["2026-09-14","2026-09-14","2026-09-14","2026-10-19"],"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":"As of 2026-09-14 (developers.cloudflare.com/ai-gateway/reference/pricing, updated 2026-05-19): Core gateway (analytics, caching, rate limiting, DLP profiles) free on all Cloudflare plans. Persistent logs: Workers Free 100k total; Workers Paid 10M/gateway. Unified Billing adds 5% …","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://developers.cloudflare.com/ai-gateway/","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/llm-rate-limit-shield","jtbdApi":"/api/jtbds/llm-rate-limit-shield","leaderboard":"/api/leaderboards?jtbd=llm-rate-limit-shield","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=llm-rate-limit-shield","decide":"/api/decide?jtbd=llm-rate-limit-shield","humanPage":"/jtbds/llm-rate-limit-shield","alternatives":"/api/alternatives?provider=cloudflare-ai-gateway","canonical":"/api/canonical","quote":"/api/quote?jtbd=llm-rate-limit-shield","falsify":"/api/falsify?jtbd=llm-rate-limit-shield"},"constraintBundle":{"task":null,"jtbd":"llm-rate-limit-shield","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":0,"withVerifiedReceipt":0,"failureModes":{},"latestAt":null,"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":0,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet"},"pick":{"providerId":"cloudflare-ai-gateway","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=llm-rate-limit-shield"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}