{"jtbd":{"id":"whatsapp","slug":"whatsapp","name":"WhatsApp messaging","shortName":"WhatsApp messaging","problemStatement":"Agent messaging over WhatsApp Business APIs."},"pick":{"id":"twilio","slug":"twilio","name":"Twilio","tagline":"Default when agents need SMS/voice globally. For email-only, don't drag Twilio in.","website":"https://www.twilio.com","overall":8.26,"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":8.26,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-19","editorialPriorAsOf":"2026-10-19","pricingNotes":"Pay-per-message/minute across SMS/voice/WhatsApp; number rental; Verify add-ons.","scores":{"capabilityFit":9.4,"pricePerformance":6.5,"latencyReliability":9.2,"developerDx":8.5,"privacyPosture":8,"lockInRisk":5.5,"maturity":9.7,"overall":8.26,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19"}},"runnersUp":[{"id":"courier","slug":"courier","name":"Courier","tagline":"Use when your agent/product notifies across many channels with preferences. Skip if you only send email.","website":"https://www.courier.com","overall":8.09,"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":8.09,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Notification orchestration across email/SMS/push/Slack; usage + seat elements.","scores":{"capabilityFit":8.8,"pricePerformance":7.2,"latencyReliability":8.6,"developerDx":9,"privacyPosture":7.8,"lockInRisk":5,"maturity":8.2,"overall":8.09,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"bird","slug":"bird","name":"Bird (ex-MessageBird)","tagline":"WhatsApp/SMS peer especially for EU (ex-MessageBird). Twilio remains default SMS/voice toolkit; Bird when…","website":"https://bird.com","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 (bird.com WhatsApp pricing): Usage-based WhatsApp with Meta fee included and explicitly **no seat fee** / no annual commit on the message card — US marketing $0.030, utility/auth $0.0084, service $0.0050 per delivered msg. Docs still describe Bird Processing + passthrough for some legacy/subscription paths — confirm wallet vs seat packaging in console for omnichannel suites.","scores":{"capabilityFit":8.2,"pricePerformance":7.8,"latencyReliability":8.4,"developerDx":7.6,"privacyPosture":8,"lockInRisk":4.8,"maturity":8.6,"overall":7.88,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"telnyx","slug":"telnyx","name":"Telnyx","tagline":"SMS/voice peer when $/part and published carrier fees matter. Twilio remains default toolkit gravity; Bird…","website":"https://telnyx.com","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 (telnyx.com/pricing/messaging): US local SMS from **$0.004/part** + published carrier passthrough; $0 platform fee; volume tiers after 100M parts. MMS from $0.015/part. Machine-readable GET /v2/public/pricing. WhatsApp BSP + Email API beta on same account.","scores":{"capabilityFit":8.4,"pricePerformance":9,"latencyReliability":8.6,"developerDx":8.8,"privacyPosture":8.2,"lockInRisk":3.8,"maturity":8.4,"overall":8.42,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"plivo","slug":"plivo","name":"Plivo","tagline":"CPaaS peer especially when Voice AI Agents + SIP streaming matter. Depot voice-agent platform pick stays…","website":"https://www.plivo.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":"2026-10-19","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (plivo.com/pricing): PAYG with $10 free credits. SMS from **$0.0077**; WhatsApp from $0.0037/msg; voice calls from $0.0010/min outbound; Voice AI Agents **$0.03/min** excluding telephony. Enterprise from $1,000/mo for 190+ countries + compliance.","scores":{"capabilityFit":8.2,"pricePerformance":8.4,"latencyReliability":8.4,"developerDx":8.4,"privacyPosture":7.8,"lockInRisk":4,"maturity":8.2,"overall":8.1,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"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":8.26,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"twilio","pickName":"Twilio","pickScore":8.26,"highestScoredCandidateId":"telnyx","highestScoredCandidateName":"Telnyx","highestScore":8.42,"pickHasLowerCompositeScore":true,"delta":-0.16,"pickLeadsOnDimensions":["capabilityFit (9.4 vs 8.4)","latencyReliability (9.2 vs 8.6)","maturity (9.7 vs 8.4)"],"explanation":"Twilio (8.26) is the editorial pick for WhatsApp messaging over higher-composite Telnyx (8.42) because composite scores are provider-wide priors while Twilio wins on capabilityFit (9.4 vs 8.4), latencyReliability (9.2 vs 8.6), maturity (9.7 vs 8.4): capability + maturity of WhatsApp channels."},"cheapest":null,"recommendedWorkloadQuote":{"providerId":"twilio","providerName":"Twilio","skuId":"twilio-voice-us-local-outbound","item":"US local calls, to make calls (outbound PSTN)","plan":"US local calls, to make calls (outbound PSTN) — Pay-as-you-go US voice, per minute","unit":"usd_per_minute","amountUsd":0.014,"outputSkuId":null,"outputItem":null,"outputAmountUsd":null,"outputUnit":null,"sourceUrl":"https://www.twilio.com/en-us/voice/pricing/us","asOf":"2026-10-19","pricingLastVerifiedAt":"2026-10-19","isFlagshipForJob":true,"differsFromFloorCheapest":false,"representativeQuote":{"skuId":"twilio-voice-us-local-outbound","item":"US local calls, to make calls (outbound PSTN)","plan":"US local calls, to make calls (outbound PSTN) — Pay-as-you-go US voice, per minute","amountUsd":0.014,"inputOrUnitUsd":0.014,"unit":"usd_per_minute","outputUsd":null,"outputUnit":null,"sourceUrl":"https://www.twilio.com/en-us/voice/pricing/us","asOf":"2026-10-19"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"unitsPerTask":2,"baseCostPer1kTasksUsd":28,"totalUsd":32.2,"estimatedTotalUsd":32.2,"perTaskUsd":0.0322,"estimatedCostPerTaskUsd":0.0322,"formula":"(1,000 tasks * 2 min/task * $0.014/minute) * 1.15 overhead","assumptions":"1,000 tasks @ 2 minutes per task with 1.15x retry overhead."}},"representativeQuote":{"skuId":"twilio-voice-us-local-outbound","item":"US local calls, to make calls (outbound PSTN)","plan":"US local calls, to make calls (outbound PSTN) — Pay-as-you-go US voice, per minute","amountUsd":0.014,"inputOrUnitUsd":0.014,"unit":"usd_per_minute","outputUsd":null,"outputUnit":null,"sourceUrl":"https://www.twilio.com/en-us/voice/pricing/us","asOf":"2026-10-19"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"unitsPerTask":2,"baseCostPer1kTasksUsd":28,"totalUsd":32.2,"estimatedTotalUsd":32.2,"perTaskUsd":0.0322,"estimatedCostPerTaskUsd":0.0322,"formula":"(1,000 tasks * 2 min/task * $0.014/minute) * 1.15 overhead","assumptions":"1,000 tasks @ 2 minutes per task with 1.15x retry overhead."},"freeAlternatives":[],"referenceDocs":[],"falsification":{"jtbdId":"whatsapp","jtbdName":"WhatsApp messaging","currentPickId":"twilio","currentPickScore":8.26,"challengerId":"courier","challengerScore":8.09,"currentScoreGap":0.17,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.32,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Courier (courier) outperforms Twilio (twilio) by >= 0.32 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Twilio's representative SKU for whatsapp without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=twilio) 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":"courier","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.32,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"twilio","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"twilio","immediateOverrideUrl":"/api/decide?jtbd=whatsapp&exhausted=twilio"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=whatsapp","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"whatsapp","providerId":"courier","outcome":"worked","detail":"Comparative production evaluation on whatsapp (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":["Courier (courier) outperforms Twilio (twilio) by >= 0.32 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Twilio's representative SKU for whatsapp without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=twilio) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"whatsapp","primary":{"providerId":"twilio","name":"Twilio","overall":8.26,"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":8.26,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-19","editorialPriorAsOf":"2026-10-19","role":"primary","reason":"Editorial Depot Pick for WhatsApp messaging; healthy/eligible under caller constraints."},"fallback":[{"providerId":"courier","name":"Courier","overall":8.09,"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":8.09,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for WhatsApp messaging."},{"providerId":"bird","name":"Bird (ex-MessageBird)","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 WhatsApp messaging."},{"providerId":"telnyx","name":"Telnyx","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":"fallback","reason":"Ranked fallback route for WhatsApp messaging."},{"providerId":"plivo","name":"Plivo","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":"2026-10-19","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for WhatsApp messaging."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"twilio","activePrimaryId":"twilio","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":8,"pricingVerifiedAgeDays":8,"editorialPriorAsOf":"2026-10-19","pricingLastVerifiedAt":"2026-10-19"},"confidenceBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"whatsapp","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","tie":false,"scoreGap":0.17,"decidingFactor":null,"tieNote":null,"rationale":"capability + maturity of WhatsApp channels.","whenNotTopPick":"Not needed outside supported regions/use cases.","skipTopPick":false,"skipReason":null,"matchedConstraints":[],"pricingSummary":"Pay-per-message/minute across SMS/voice/WhatsApp; number rental; Verify add-ons.","cite":"Depot Pick for whatsapp: twilio (asOf 2026-10-19). See GET /api/jtbds/whatsapp + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/whatsapp?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=whatsapp","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/twilio","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=whatsapp","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":"Not needed outside supported regions/use cases.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"courier","name":"Courier","overallForJob":8.09,"pickOverallForJob":8.26,"beatsPickOn":["pricePerformance","developerDx","lockInRisk"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":5.5,"runnerUpLockInRisk":5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":"Runner-up Courier has lower stored lock-in risk (5 vs 5.5, 0–10, higher = more lock-in).","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 (v0.12.155), Depot Pick for whatsapp: twilio, scores as of 2026-10-19, retrieved 2026-10-27. https://getagentdepot.com/jtbds/whatsapp","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/whatsapp) (v0.12.155) — Depot Pick for `whatsapp`: **twilio** (scores as of 2026-10-19, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.155","role":"depot_pick","jtbdId":"whatsapp","providerId":"twilio","scoreAsOf":"2026-10-19","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/whatsapp","api":"https://getagentdepot.com/api/decide?jtbd=whatsapp"},"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":2,"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"],"contractAsOf":"2026-10-03","pricingShape":"sourced_rows","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"twilio-voice-us-local-outbound","providerId":"twilio","sku":"US local calls, to make calls (outbound PSTN)","unit":"usd_per_minute","amountUsd":0.014,"currency":"USD","sourceUrl":"https://www.twilio.com/en-us/voice/pricing/us","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_minute","priceSortEligible":false,"qualifier":"Pay-as-you-go US voice, per minute. Receiving local calls $0.0085/min. Number rental and features are separate."},{"id":"twilio-sms-us-long-code-outbound","providerId":"twilio","sku":"US SMS outbound, long code","unit":"usd_per_sms_segment","amountUsd":0.0083,"currency":"USD","sourceUrl":"https://www.twilio.com/en-us/sms/pricing/us","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_sms_segment","priceSortEligible":false,"qualifier":"Pay-as-you-go, charged per segment. Carrier fees and A2P 10DLC registration fees are extra."}],"notesExcerpt":"Pay-per-message/minute across SMS/voice/WhatsApp; number rental; Verify add-ons.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://www.twilio.com","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":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"links":{"jtbd":"/jtbds/whatsapp","jtbdApi":"/api/jtbds/whatsapp","leaderboard":"/api/leaderboards?jtbd=whatsapp","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=whatsapp","decide":"/api/decide?jtbd=whatsapp","humanPage":"/jtbds/whatsapp","alternatives":"/api/alternatives?provider=twilio","canonical":"/api/canonical","quote":"/api/quote?jtbd=whatsapp","falsify":"/api/falsify?jtbd=whatsapp"},"constraintBundle":{"task":null,"jtbd":"whatsapp","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":"twilio","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=whatsapp"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}