{"generatedAt":"2026-05-31T16:39:21.042Z","date":"2026-05-06","requestedDate":"2026-05-06","sourceReadDate":"2026-05-06","sourceDateShifted":false,"category":"regional-issue","layer":"","domain":"","requirement":true,"count":3,"requirementGate":{"minScore":50,"minSourceCount":3,"minRepeatedSignalCount":3,"acceptedTargetActions":["build","change"],"rejectedAnnotationStatuses":["weak"],"description":"Only publishes requirements with score >= 50, >=3 source items, >=3 repeated product cues, a non-weak annotation gate, and a build/change fleet target."},"taskExports":[{"id":"daily-requirement-task-reddit-mumbai-2026-05-06T14:09:00.000Z","requirementId":"requirement-reddit-mumbai-2026-05-06T14:09:00.000Z","projectSlug":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: r/mumbai: developer workflow friction (seeded history)","priority":"medium","status":"todo","action":"change","description":"r/mumbai produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and regional/consumer/developer domain tag(s). Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.\n\nNext step: Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.\n\nAcceptance:\n- Cites 3 source item(s) behind the requirement.\n- States the target user, current pain, and current workaround in one screen.\n- Defines one manual validation step that can be completed within 48 hours.\n- Includes clear acceptance criteria for the smallest shippable version.\n\nEvidence:\n- https://www.reddit.com/r/mumbai/comments/1tjqims/i_25f_need_1_month_single_occupancy_flat_anywhere/\n\nGenerated from High Signal daily requirement: daily-requirement-reddit-mumbai-2026-05-06T14:09:00.000Z","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/mumbai/comments/1tjqims/i_25f_need_1_month_single_occupancy_flat_anywhere/"],"task":{"id":"daily-requirement-task-reddit-mumbai-2026-05-06T14:09:00.000Z","recommendationId":"daily-requirement-reddit-mumbai-2026-05-06T14:09:00.000Z","productSlug":"CodeVetter","productName":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: r/mumbai: developer workflow friction (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"r/mumbai produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and regional/consumer/developer domain tag(s). Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.","nextStep":"Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/mumbai/comments/1tjqims/i_25f_need_1_month_single_occupancy_flat_anywhere/"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"}},{"id":"daily-requirement-task-reddit-smallbusiness-2026-05-06T16:33:00.000Z","requirementId":"requirement-reddit-smallbusiness-2026-05-06T16:33:00.000Z","projectSlug":"high-signal","title":"[High Signal Requirement] CHANGE High Signal: r/smallbusiness: complaint-to-spec demand (seeded history)","priority":"medium","status":"todo","action":"change","description":"r/smallbusiness produced a app complaint signal with 10 underlying item(s), 4 repeated product cue(s), and operations/regional/consumer/small-business domain tag(s). Fit: matches workflow-observability, small-business-ops, complaint-to-spec.\n\nNext step: Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.\n\nAcceptance:\n- Cites 5 source item(s) behind the requirement.\n- States the target user, current pain, and current workaround in one screen.\n- Defines one manual validation step that can be completed within 48 hours.\n- Includes clear acceptance criteria for the smallest shippable version.\n\nEvidence:\n- https://www.reddit.com/r/smallbusiness/comments/1tjtwkd/30_days_left_before_im_completely_broke_the/\n\nGenerated from High Signal daily requirement: daily-requirement-reddit-smallbusiness-2026-05-06T16:33:00.000Z","acceptanceCriteria":["Cites 5 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/smallbusiness/comments/1tjtwkd/30_days_left_before_im_completely_broke_the/"],"task":{"id":"daily-requirement-task-reddit-smallbusiness-2026-05-06T16:33:00.000Z","recommendationId":"daily-requirement-reddit-smallbusiness-2026-05-06T16:33:00.000Z","productSlug":"high-signal","productName":"High Signal","title":"[High Signal Requirement] CHANGE High Signal: r/smallbusiness: complaint-to-spec demand (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"r/smallbusiness produced a app complaint signal with 10 underlying item(s), 4 repeated product cue(s), and operations/regional/consumer/small-business domain tag(s). 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Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.\n\nNext step: Keep watching until the requirement repeats with stronger pain, buyer intent, or implementation detail.\n\nAcceptance:\n- Cites 5 source item(s) behind the requirement.\n- States the target user, current pain, and current workaround in one screen.\n- Defines one manual validation step that can be completed within 48 hours.\n- Includes an explicit price/alternative/comparison check.\n- Includes clear acceptance criteria for the smallest shippable version.\n\nEvidence:\n- https://www.reddit.com/r/developersIndia/comments/1tkbco6/prompt_engineering_course_with_placements/\n\nGenerated from High Signal daily requirement: daily-requirement-reddit-developersindia-2026-05-06T11:38:00.000Z","acceptanceCriteria":["Cites 5 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes an explicit price/alternative/comparison check.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/developersIndia/comments/1tkbco6/prompt_engineering_course_with_placements/"],"task":{"id":"daily-requirement-task-reddit-developersindia-2026-05-06T11:38:00.000Z","recommendationId":"daily-requirement-reddit-developersindia-2026-05-06T11:38:00.000Z","productSlug":"CodeVetter","productName":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: r/developersIndia: developer workflow friction (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"r/developersIndia produced a app complaint signal with 8 underlying item(s), 3 repeated product cue(s), and consumer/developer/market/startup domain tag(s). Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.","nextStep":"Keep watching until the requirement repeats with stronger pain, buyer intent, or implementation detail.","acceptanceCriteria":["Cites 5 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes an explicit price/alternative/comparison check.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/developersIndia/comments/1tkbco6/prompt_engineering_course_with_placements/"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"}}],"tasks":[{"id":"daily-requirement-task-reddit-mumbai-2026-05-06T14:09:00.000Z","recommendationId":"daily-requirement-reddit-mumbai-2026-05-06T14:09:00.000Z","productSlug":"CodeVetter","productName":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: r/mumbai: developer workflow friction (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"r/mumbai produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and regional/consumer/developer domain tag(s). Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.","nextStep":"Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/mumbai/comments/1tjqims/i_25f_need_1_month_single_occupancy_flat_anywhere/"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"},{"id":"daily-requirement-task-reddit-smallbusiness-2026-05-06T16:33:00.000Z","recommendationId":"daily-requirement-reddit-smallbusiness-2026-05-06T16:33:00.000Z","productSlug":"high-signal","productName":"High Signal","title":"[High Signal Requirement] CHANGE High Signal: r/smallbusiness: complaint-to-spec demand (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"r/smallbusiness produced a app complaint signal with 10 underlying item(s), 4 repeated product cue(s), and operations/regional/consumer/small-business domain tag(s). 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Fit: matches complaint-to-spec, developer-workflow-friction, workflow-observability.","nextStep":"Keep watching until the requirement repeats with stronger pain, buyer intent, or implementation detail.","acceptanceCriteria":["Cites 5 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes an explicit price/alternative/comparison check.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://www.reddit.com/r/developersIndia/comments/1tkbco6/prompt_engineering_course_with_placements/"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"}],"requirementIds":["requirement-reddit-mumbai-2026-05-06T14:09:00.000Z","requirement-reddit-smallbusiness-2026-05-06T16:33:00.000Z","requirement-reddit-developersindia-2026-05-06T11:38:00.000Z"],"annotationRuntime":{"activePath":"cloudflare-service-binding","serviceBindingConfigured":true,"endpointConfigured":false,"method":"semantic-rules-v2","llm":false,"model":"none","huggingFaceBatchAvailable":true,"huggingFaceEnabledByDefault":false,"fallback":"local semantic-rules-v2 annotation"},"automationStatus":{"workflow":"personal-brief","schedule":"daily 07:30 UTC","sourcePath":"data/product-flow-refresh.jsonl","bundledPath":"apps/web/src/data/daily-source-refreshes.json","deployPath":"personal-brief commit -> deploy-web","freshnessStatus":"fresh","freshnessHours":31.2,"latestObservedAt":"2026-05-30T09:30:22.424Z","latestAcceptedAt":"2026-05-30T09:30:18.963Z","latestAcceptedDate":"2026-05-30","configuredSources":69,"observedSnapshots":69,"acceptedSnapshots":7,"rejectedSnapshots":62,"missingSources":0,"acceptedUnderlyingItems":33}}