{
  "meta": {
    "schemaVersion": "INAV-CHANGES-1",
    "generatedAt": "2026-06-19T04:19:16.316Z",
    "entryCount": 287
  },
  "changes": [
    {
      "observedAt": "2026-06-19",
      "entityType": "trend-signal",
      "entityId": "trend-signal:gt-8b5nhk",
      "change": "removed",
      "summary": "Removed trend-signal: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:germany-b2b-e-invoicing-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "Germany B2B e-invoicing transition milestone: daysUntilEffective 197 → 196",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:fda-fsma-204-traceability-2028",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "FDA FSMA Section 204 food traceability compliance: daysUntilEffective 763 → 762",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:eu-deforestation-small-operators-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU Deforestation Regulation small-operator application date: daysUntilEffective 12 → 11",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:eu-battery-passport-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU battery passport requirements: daysUntilEffective 245 → 244",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-high-risk-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act high-risk system obligations: daysUntilEffective 410 → 409",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-gpai-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act general-purpose AI obligations: daysUntilEffective 45 → 44",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "persona",
      "entityId": "persona:operator-who-must-act-on-fast-moving-developments-in-their-field",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Operator who must act on fast-moving developments in their field: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 57 → 59",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "persona",
      "entityId": "persona:dental-hygienist-running-a-recall-and-prevention-program",
      "change": "added",
      "summary": "New persona: Dental hygienist running a recall and prevention program",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 57 → 59",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:story-template",
      "change": "added",
      "summary": "New keyword: story template",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:signal-validation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal validation: ideaCount 5 → 6",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:signal-automation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal automation: ideaCount 5 → 6",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:scoring-template",
      "change": "added",
      "summary": "New keyword: scoring template",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:photo-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "photo software: ideaCount 1 → 2",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:monitor-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "monitor software: ideaCount 6 → 7",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:line-validation",
      "change": "added",
      "summary": "New keyword: line validation",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:line-automation",
      "change": "added",
      "summary": "New keyword: line automation",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:entertainment-workflow",
      "change": "added",
      "summary": "New keyword: entertainment workflow",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:entertainment-ai",
      "change": "added",
      "summary": "New keyword: entertainment ai",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:daily-workflow",
      "change": "added",
      "summary": "New keyword: daily workflow",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "keyword",
      "entityId": "keyword:daily-ai",
      "change": "added",
      "summary": "New keyword: daily ai",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "idea",
      "entityId": "idea:entertainment-signal-monitor-toy-story-5",
      "change": "added",
      "summary": "New idea: Entertainment signal monitor: Toy Story 5",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "idea",
      "entityId": "idea:daily-photo-based-scoring-app-for-dental-health",
      "change": "added",
      "summary": "New idea: Daily gum-line photo scoring for cleaning-gap prevention",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:reliability-performance",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Reliability and performance failures: sourceIds changed",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:privacy-trust",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Privacy, trust, and data-control anxiety: score 82 → 90",
      "vertical": "legal-compliance"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Output quality and hallucination complaints: score 90 → 86",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "updated",
      "fieldsChanged": [
        "score"
      ],
      "summary": "Billing, pricing, and subscription friction: score 82 → 78",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 57 → 59",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 47 → 48",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 57 → 59",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "community",
      "entityId": "community:google-trends",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Google Trends: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-openai",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "openai (pypi): fourWeekGrowthPct 311.1 → 383.7",
      "vertical": "construction-field-trades"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-invoice2data",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series",
        "velocityBand"
      ],
      "summary": "invoice2data (pypi): fourWeekGrowthPct 16.2 → -97.2",
      "vertical": "finance-accounting"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-great-expectations",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "great-expectations (pypi): fourWeekGrowthPct 332.6 → 331.6",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-fastapi",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "fastapi (pypi): fourWeekGrowthPct 723.5 → 721.6",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-dbt-core",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "dbt-core (pypi): fourWeekGrowthPct 407.8 → 506",
      "vertical": "finance-accounting"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-playwright",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "playwright (npm): fourWeekGrowthPct 733.2 → 733.4",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-medplum-core",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "@medplum/core (npm): fourWeekGrowthPct -49.9 → -50.1",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-19",
      "entityType": "prediction",
      "entityId": "prediction:scholarship-application-organizer-for-school-counselors:90d-demand",
      "change": "verdict-resolved",
      "summary": "Scholarship application organizer for school counselors: prediction confirmed",
      "vertical": "education",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-scholarship-application-organizer-for-school-counselors"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48550779",
      "change": "removed",
      "summary": "Removed trend-signal: I admire Fabrice Bellard. He is almost certainly a better overall programmer"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48546294",
      "change": "removed",
      "summary": "Removed trend-signal: A backdoor in a LinkedIn job offer"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "trend-signal",
      "entityId": "trend-signal:gt-8b5nhk",
      "change": "added",
      "summary": "New trend-signal: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:germany-b2b-e-invoicing-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "Germany B2B e-invoicing transition milestone: daysUntilEffective 198 → 197",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:fda-fsma-204-traceability-2028",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "FDA FSMA Section 204 food traceability compliance: daysUntilEffective 764 → 763",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:eu-deforestation-small-operators-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU Deforestation Regulation small-operator application date: daysUntilEffective 13 → 12",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:eu-battery-passport-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU battery passport requirements: daysUntilEffective 246 → 245",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-high-risk-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act high-risk system obligations: daysUntilEffective 411 → 410",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-gpai-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act general-purpose AI obligations: daysUntilEffective 46 → 45",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "persona",
      "entityId": "persona:operations-lead-managing-supply-chain-and-trade-exposure",
      "change": "added",
      "summary": "New persona: Operations lead managing supply-chain and trade exposure",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 55 → 57",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "persona",
      "entityId": "persona:delivery-lead-at-an-ai-assisted-services-agency",
      "change": "added",
      "summary": "New persona: Delivery lead at an AI-assisted services agency",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 55 → 57",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:trade-workflow",
      "change": "added",
      "summary": "New keyword: trade workflow",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:trade-ai",
      "change": "added",
      "summary": "New keyword: trade ai",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:tracker-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "tracker software: ideaCount 2 → 3",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:supply-validation",
      "change": "added",
      "summary": "New keyword: supply validation",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:supply-automation",
      "change": "added",
      "summary": "New keyword: supply automation",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:review-validation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "review validation: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:review-automation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "review automation: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:operations-template",
      "change": "added",
      "summary": "New keyword: operations template",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:human-workflow",
      "change": "added",
      "summary": "New keyword: human workflow",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:human-ai",
      "change": "added",
      "summary": "New keyword: human ai",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:chain-software",
      "change": "added",
      "summary": "New keyword: chain software",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "keyword",
      "entityId": "keyword:assisted-template",
      "change": "added",
      "summary": "New keyword: assisted template",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "idea",
      "entityId": "idea:trade-and-supply-chain-operations-signal-monitor-chicago-illinois-weather-forecast-tornado-watch-issued-for-parts-of-area-radar",
      "change": "added",
      "summary": "New idea: Trade and supply-chain operations signal monitor: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "idea",
      "entityId": "idea:operations-tracker-for-ai-powered-service-businesses",
      "change": "added",
      "summary": "New idea: Human-review tracker for AI-assisted agency delivery",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:privacy-trust",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Privacy, trust, and data-control anxiety: score 90 → 82",
      "vertical": "legal-compliance"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Output quality and hallucination complaints: score 86 → 90",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Billing, pricing, and subscription friction: score 66 → 82",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 55 → 57",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 46 → 47",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 55 → 57",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "community",
      "entityId": "community:google-trends",
      "change": "added",
      "summary": "New community: Google Trends",
      "vertical": "manufacturing-supply-chain"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-langchain",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "langchain (pypi): fourWeekGrowthPct 617.4 → 748.8",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-great-expectations",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series",
        "velocityBand"
      ],
      "summary": "great-expectations (pypi): fourWeekGrowthPct 10.3 → 332.6",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-fastapi",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "fastapi (pypi): fourWeekGrowthPct 588.8 → 723.5",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-playwright",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "playwright (npm): fourWeekGrowthPct 719.8 → 733.2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-medplum-core",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "series"
      ],
      "summary": "@medplum/core (npm): fourWeekGrowthPct -51.7 → -49.9",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "prediction",
      "entityId": "prediction:change-order-risk-detector-for-landscaping-contractors:90d-demand",
      "change": "verdict-resolved",
      "summary": "Change-order risk detector for landscaping contractors: prediction confirmed",
      "vertical": "construction-field-trades",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-change-order-risk-detector-for-landscaping-contractors"
    },
    {
      "observedAt": "2026-06-18",
      "entityType": "prediction",
      "entityId": "prediction:purchase-order-exception-tracker-for-small-manufacturers:90d-demand",
      "change": "verdict-resolved",
      "summary": "Purchase order exception tracker for small manufacturers: prediction confirmed",
      "vertical": "manufacturing-supply-chain",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-purchase-order-exception-tracker-for-small-manufacturers"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48529990",
      "change": "removed",
      "summary": "Removed trend-signal: Show HN: Kage – Shadow any website to a single binary for offline viewing"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48550779",
      "change": "added",
      "summary": "New trend-signal: I admire Fabrice Bellard. He is almost certainly a better overall programmer",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:germany-b2b-e-invoicing-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "Germany B2B e-invoicing transition milestone: daysUntilEffective 199 → 198",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:fda-fsma-204-traceability-2028",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "FDA FSMA Section 204 food traceability compliance: daysUntilEffective 765 → 764",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:eu-deforestation-small-operators-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU Deforestation Regulation small-operator application date: daysUntilEffective 14 → 13",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:eu-battery-passport-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU battery passport requirements: daysUntilEffective 247 → 246",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-high-risk-2027",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act high-risk system obligations: daysUntilEffective 412 → 411",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-gpai-2026",
      "change": "updated",
      "fieldsChanged": [
        "daysUntilEffective"
      ],
      "summary": "EU AI Act general-purpose AI obligations: daysUntilEffective 47 → 46",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "persona",
      "entityId": "persona:product-or-engineering-lead-at-a-small-software-company",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Product or engineering lead at a small software company: ideaCount 1 → 2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 53 → 55",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "persona",
      "entityId": "persona:data-center-deployment-manager-overseeing-rack-buildouts",
      "change": "added",
      "summary": "New persona: Data-center deployment manager overseeing rack buildouts",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 53 → 55",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:tracker-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "tracker software: ideaCount 1 → 2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:technology-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "technology workflow: ideaCount 1 → 2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:technology-ai",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "technology ai: ideaCount 1 → 2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:signal-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal software: ideaCount 2 → 3",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:rack-workflow",
      "change": "added",
      "summary": "New keyword: rack workflow",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:rack-ai",
      "change": "added",
      "summary": "New keyword: rack ai",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:operations-validation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations validation: ideaCount 2 → 3",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:operations-automation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations automation: ideaCount 2 → 3",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:monitor-template",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "monitor template: ideaCount 3 → 4",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:deployment-validation",
      "change": "added",
      "summary": "New keyword: deployment validation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:deployment-automation",
      "change": "added",
      "summary": "New keyword: deployment automation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "keyword",
      "entityId": "keyword:data-template",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "data template: ideaCount 1 → 2",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "idea",
      "entityId": "idea:technology-operations-signal-monitor-i-admire-fabrice-bellard-he-is-almost-certainly-a-better-overall-programmer",
      "change": "added",
      "summary": "New idea: Technology operations signal monitor: I admire Fabrice Bellard. He is almost certainly a better overall programmer",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "idea",
      "entityId": "idea:deployment-tracker-for-data-center-operators",
      "change": "added",
      "summary": "New idea: Rack-by-rack deployment tracker for data center buildouts",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:reliability-performance",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Reliability and performance failures: sourceIds changed",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:privacy-trust",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Privacy, trust, and data-control anxiety: sourceIds changed",
      "vertical": "legal-compliance"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "updated",
      "fieldsChanged": [
        "score"
      ],
      "summary": "Output quality and hallucination complaints: score 90 → 86",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "updated",
      "fieldsChanged": [
        "score",
        "sourceIds"
      ],
      "summary": "Billing, pricing, and subscription friction: score 86 → 66",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 53 → 55",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 45 → 46",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 53 → 55",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "community",
      "entityId": "community:hacker-news",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hacker News: ideaCount 8 → 9",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-fastapi",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "fastapi (pypi): fourWeekGrowthPct 577.9 → 588.8",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-playwright",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "playwright (npm): fourWeekGrowthPct 712.2 → 719.8",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-17",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-medplum-core",
      "change": "updated",
      "fieldsChanged": [
        "fourWeekGrowthPct",
        "latestDownloads",
        "latestStars",
        "series"
      ],
      "summary": "@medplum/core (npm): fourWeekGrowthPct -53.9 → -51.7",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48519092",
      "change": "removed",
      "summary": "Removed trend-signal: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48546294",
      "change": "added",
      "summary": "New trend-signal: A backdoor in a LinkedIn job offer",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:germany-b2b-e-invoicing-2027",
      "change": "added",
      "summary": "New regulation: Germany B2B e-invoicing transition milestone",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:fda-fsma-204-traceability-2028",
      "change": "added",
      "summary": "New regulation: FDA FSMA Section 204 food traceability compliance",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:eu-deforestation-small-operators-2026",
      "change": "added",
      "summary": "New regulation: EU Deforestation Regulation small-operator application date",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:eu-battery-passport-2027",
      "change": "added",
      "summary": "New regulation: EU battery passport requirements",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-high-risk-2027",
      "change": "added",
      "summary": "New regulation: EU AI Act high-risk system obligations",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "regulation",
      "entityId": "regulation:eu-ai-act-gpai-2026",
      "change": "added",
      "summary": "New regulation: EU AI Act general-purpose AI obligations",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "persona",
      "entityId": "persona:security-lead-at-a-small-or-mid-sized-organization",
      "change": "added",
      "summary": "New persona: Security lead at a small or mid-sized organization",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "persona",
      "entityId": "persona:liquidation-buyer-sourcing-assets-from-closing-businesses",
      "change": "added",
      "summary": "New persona: Liquidation buyer sourcing assets from closing businesses",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 51 → 53",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 51 → 53",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:time-validation",
      "change": "added",
      "summary": "New keyword: time validation",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:time-automation",
      "change": "added",
      "summary": "New keyword: time automation",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:signal-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal software: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:real-workflow",
      "change": "added",
      "summary": "New keyword: real workflow",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:real-ai",
      "change": "added",
      "summary": "New keyword: real ai",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:operations-validation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations validation: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:operations-automation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations automation: ideaCount 1 → 2",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:monitor-template",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "monitor template: ideaCount 2 → 3",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:cybersecurity-workflow",
      "change": "added",
      "summary": "New keyword: cybersecurity workflow",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:cybersecurity-ai",
      "change": "added",
      "summary": "New keyword: cybersecurity ai",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:closure-template",
      "change": "added",
      "summary": "New keyword: closure template",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "keyword",
      "entityId": "keyword:business-software",
      "change": "added",
      "summary": "New keyword: business software",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:vanta-security-customer-success-manager",
      "change": "added",
      "summary": "New job-role: Security Customer Success Manager"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:vanta-compliance-automation-specialist",
      "change": "added",
      "summary": "New job-role: Compliance Automation Specialist"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:toast-restaurant-operations-specialist",
      "change": "added",
      "summary": "New job-role: Restaurant Operations Specialist"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:toast-hospitality-implementation-manager",
      "change": "added",
      "summary": "New job-role: Hospitality Implementation Manager"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:servicetitan-field-service-workflow-consultant",
      "change": "added",
      "summary": "New job-role: Field Service Workflow Consultant"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:servicetitan-dispatch-operations-analyst",
      "change": "added",
      "summary": "New job-role: Dispatch Operations Analyst"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:powerschool-student-information-implementation-consultant",
      "change": "added",
      "summary": "New job-role: Student Information Implementation Consultant"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:powerschool-district-success-manager",
      "change": "added",
      "summary": "New job-role: District Success Manager"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:bill-com-accounts-payable-automation-consultant",
      "change": "added",
      "summary": "New job-role: Accounts Payable Automation Consultant"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:bill-com-accounting-partner-success-manager",
      "change": "added",
      "summary": "New job-role: Accounting Partner Success Manager"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:appfolio-property-operations-product-manager",
      "change": "added",
      "summary": "New job-role: Property Operations Product Manager"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "job-role",
      "entityId": "job-role:appfolio-maintenance-workflow-specialist",
      "change": "added",
      "summary": "New job-role: Maintenance Workflow Specialist"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "idea",
      "entityId": "idea:cybersecurity-operations-signal-monitor-a-backdoor-in-a-linkedin-job-offer",
      "change": "added",
      "summary": "New idea: Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "idea",
      "entityId": "idea:buy-the-closing-shop",
      "change": "added",
      "summary": "New idea: Real-time business-closure alerts for asset buyers",
      "vertical": "government-public-sector"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:reliability-performance",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Reliability and performance failures: sourceIds changed",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "added",
      "summary": "New complaint-cluster: Output quality and hallucination complaints",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "added",
      "summary": "New complaint-cluster: Billing, pricing, and subscription friction",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:vanta",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "Vanta: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:toast",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "Toast: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:servicetitan",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "ServiceTitan: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:powerschool",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "PowerSchool: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:bill-com",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "Bill.com: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "company",
      "entityId": "company:appfolio",
      "change": "updated",
      "fieldsChanged": [
        "hiringVelocity",
        "latestRoleCount"
      ],
      "summary": "AppFolio: hiringVelocity, latestRoleCount changed"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 51 → 53",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 44 → 45",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 51 → 53",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "community",
      "entityId": "community:hacker-news",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hacker News: ideaCount 7 → 8",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-openai",
      "change": "added",
      "summary": "New adoption-signal: openai (pypi)",
      "vertical": "construction-field-trades"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-llama-index",
      "change": "added",
      "summary": "New adoption-signal: llama-index (pypi)",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-langchain",
      "change": "added",
      "summary": "New adoption-signal: langchain (pypi)",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-invoice2data",
      "change": "added",
      "summary": "New adoption-signal: invoice2data (pypi)",
      "vertical": "finance-accounting"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-great-expectations",
      "change": "added",
      "summary": "New adoption-signal: great-expectations (pypi)",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-fhir-resources",
      "change": "added",
      "summary": "New adoption-signal: fhir.resources (pypi)",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-fastapi",
      "change": "added",
      "summary": "New adoption-signal: fastapi (pypi)",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:pypi-dbt-core",
      "change": "added",
      "summary": "New adoption-signal: dbt-core (pypi)",
      "vertical": "finance-accounting"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-playwright",
      "change": "added",
      "summary": "New adoption-signal: playwright (npm)",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "adoption-signal",
      "entityId": "adoption-signal:npm-medplum-core",
      "change": "added",
      "summary": "New adoption-signal: @medplum/core (npm)",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-16",
      "entityType": "prediction",
      "entityId": "prediction:employee-handbook-change-digest-for-small-employers:90d-demand",
      "change": "verdict-resolved",
      "summary": "Employee handbook change digest for small employers: prediction confirmed",
      "vertical": "business-operations",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-employee-handbook-change-digest-for-small-employers"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:field-service-photo-checklist-for-hvac-teams:90d-demand",
      "change": "verdict-resolved",
      "summary": "Field service photo checklist for HVAC teams: prediction confirmed",
      "vertical": "construction-field-trades",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-field-service-photo-checklist-for-hvac-teams"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:data-processing-agreement-tracker-for-micro-saas-teams:90d-demand",
      "change": "verdict-resolved",
      "summary": "Data processing agreement tracker for micro SaaS teams: prediction confirmed",
      "vertical": "software-ai",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-data-processing-agreement-tracker-for-micro-saas-teams"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:data-retention-cleanup-assistant-for-small-law-firms:90d-demand",
      "change": "verdict-resolved",
      "summary": "Data retention cleanup assistant for small law firms: prediction confirmed",
      "vertical": "legal-compliance",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-data-retention-cleanup-assistant-for-small-law-firms"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:permit-renewal-calendar-for-mobile-food-vendors:90d-demand",
      "change": "verdict-resolved",
      "summary": "Permit renewal calendar for mobile food vendors: prediction confirmed",
      "vertical": "retail-consumer",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-permit-renewal-calendar-for-mobile-food-vendors"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:incident-postmortem-builder-for-managed-service-providers:90d-demand",
      "change": "verdict-resolved",
      "summary": "Incident postmortem builder for managed service providers: prediction confirmed",
      "vertical": "agencies-professional-services",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-incident-postmortem-builder-for-managed-service-providers"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:accessibility-issue-triage-board-for-small-websites:90d-demand",
      "change": "verdict-resolved",
      "summary": "Accessibility issue triage board for small websites: prediction confirmed",
      "vertical": "software-ai",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-accessibility-issue-triage-board-for-small-websites"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:ai-prompt-audit-log-for-marketing-agencies:90d-demand",
      "change": "verdict-resolved",
      "summary": "AI prompt audit log for marketing agencies: prediction confirmed",
      "vertical": "agencies-professional-services",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-ai-prompt-audit-log-for-marketing-agencies"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:client-asset-intake-portal-for-accountants:90d-demand",
      "change": "verdict-resolved",
      "summary": "Client asset intake portal for accountants: prediction confirmed",
      "vertical": "finance-accounting",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-client-asset-intake-portal-for-accountants"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "prediction",
      "entityId": "prediction:grant-deadline-radar-for-arts-nonprofits:90d-demand",
      "change": "verdict-resolved",
      "summary": "Grant deadline radar for arts nonprofits: prediction confirmed",
      "vertical": "nonprofit-community",
      "fieldsChanged": [
        "status",
        "outcome",
        "resolutionReason"
      ],
      "evidenceUrl": "https://ideanavigatorai.com/track-record/#signal-grant-deadline-radar-for-arts-nonprofits"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48505231",
      "change": "removed",
      "summary": "Removed trend-signal: CRISPR tech selectively shreds cancer cells, including \"undruggable\" cancers"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48529990",
      "change": "added",
      "summary": "New trend-signal: Show HN: Kage – Shadow any website to a single binary for offline viewing",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "persona",
      "entityId": "persona:product-or-engineering-lead-at-a-small-software-company",
      "change": "added",
      "summary": "New persona: Product or engineering lead at a small software company",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "persona",
      "entityId": "persona:operations-manager-at-a-digital-or-ai-services-agency",
      "change": "added",
      "summary": "New persona: Operations manager at a digital or AI services agency",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 49 → 51",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 49 → 51",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:usage-template",
      "change": "added",
      "summary": "New keyword: usage template",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:technology-workflow",
      "change": "added",
      "summary": "New keyword: technology workflow",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:technology-ai",
      "change": "added",
      "summary": "New keyword: technology ai",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:signal-software",
      "change": "added",
      "summary": "New keyword: signal software",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:retainer-validation",
      "change": "added",
      "summary": "New keyword: retainer validation",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:retainer-automation",
      "change": "added",
      "summary": "New keyword: retainer automation",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:plus-software",
      "change": "added",
      "summary": "New keyword: plus software",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:operations-validation",
      "change": "added",
      "summary": "New keyword: operations validation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:operations-automation",
      "change": "added",
      "summary": "New keyword: operations automation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:monitor-template",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "monitor template: ideaCount 1 → 2",
      "vertical": "hospitality-food"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:blended-workflow",
      "change": "added",
      "summary": "New keyword: blended workflow",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "keyword",
      "entityId": "keyword:blended-ai",
      "change": "added",
      "summary": "New keyword: blended ai",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "idea",
      "entityId": "idea:technology-operations-signal-monitor-show-hn-kage-shadow-any-website-to-a-single-binary-for-offline-viewing",
      "change": "added",
      "summary": "New idea: Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "idea",
      "entityId": "idea:custom-billing-platform-for-agencies-with-hybrid-pricing",
      "change": "added",
      "summary": "New idea: Blended retainer-plus-usage billing for agencies",
      "vertical": "agencies-professional-services"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 49 → 51",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 43 → 44",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 49 → 51",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-15",
      "entityType": "community",
      "entityId": "community:hacker-news",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hacker News: ideaCount 6 → 7",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48502347",
      "change": "removed",
      "summary": "Removed trend-signal: Kimi K2.7-Code: open-source coding model with better token efficiency"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48490826",
      "change": "removed",
      "summary": "Removed trend-signal: MiMo Code is now released and open-source"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "removed",
      "summary": "Removed complaint-cluster: Output quality and hallucination complaints"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "removed",
      "summary": "Removed complaint-cluster: Billing, pricing, and subscription friction"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48519092",
      "change": "added",
      "summary": "New trend-signal: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48505231",
      "change": "updated",
      "fieldsChanged": [
        "topic"
      ],
      "summary": "CRISPR tech selectively shreds cancer cells, including \"undruggable\" cancers: topic changed",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "persona",
      "entityId": "persona:operations-lead-rolling-out-ai-tools-across-a-small-team",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Operations lead rolling out AI tools across a small team: ideaCount 3 → 4",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 47 → 49",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 47 → 49",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "persona",
      "entityId": "persona:broker-reselling-used-data-center-gpus-and-servers",
      "change": "added",
      "summary": "New persona: Broker reselling used data-center GPUs and servers",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:value-validation",
      "change": "added",
      "summary": "New keyword: value validation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:value-automation",
      "change": "added",
      "summary": "New keyword: value automation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:used-template",
      "change": "added",
      "summary": "New keyword: used template",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:signal-validation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal validation: ideaCount 4 → 5",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:signal-automation",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "signal automation: ideaCount 4 → 5",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:operations-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations workflow: ideaCount 3 → 4",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:operations-ai",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "operations ai: ideaCount 3 → 4",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:monitor-software",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "monitor software: ideaCount 5 → 6",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:fair-workflow",
      "change": "added",
      "summary": "New keyword: fair workflow",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:fair-ai",
      "change": "added",
      "summary": "New keyword: fair ai",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:appraisals-software",
      "change": "added",
      "summary": "New keyword: appraisals software",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "keyword",
      "entityId": "keyword:amazon-template",
      "change": "added",
      "summary": "New keyword: amazon template",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "idea",
      "entityId": "idea:equipment-valuation-tool-for-ai-infrastructure",
      "change": "added",
      "summary": "New idea: Fair-value appraisals for used GPUs and AI hardware",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "idea",
      "entityId": "idea:ai-operations-signal-monitor-amazon-ceo-s-talks-with-u-s-officials-triggered-crackdown-on-anthropic-models",
      "change": "added",
      "summary": "New idea: AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:vanta-series-c",
      "change": "added",
      "summary": "New funding-signal: Vanta — Series C"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:toast-ipo",
      "change": "added",
      "summary": "New funding-signal: Toast — IPO"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:servicetitan-ipo",
      "change": "added",
      "summary": "New funding-signal: ServiceTitan — IPO"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:powerschool-take-private",
      "change": "added",
      "summary": "New funding-signal: PowerSchool — Take-private"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:govwin-deltek-private-equity",
      "change": "added",
      "summary": "New funding-signal: GovWin (Deltek) — Private equity"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:bonterra-acquisition-backed",
      "change": "added",
      "summary": "New funding-signal: Bonterra — Acquisition-backed"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:bill-com-ipo",
      "change": "added",
      "summary": "New funding-signal: Bill.com — IPO"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "funding-signal",
      "entityId": "funding-signal:appfolio-public",
      "change": "added",
      "summary": "New funding-signal: AppFolio — Public"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:reliability-performance",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Reliability and performance failures: sourceIds changed",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:vanta",
      "change": "added",
      "summary": "New company: Vanta"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:toast",
      "change": "added",
      "summary": "New company: Toast"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:servicetitan",
      "change": "added",
      "summary": "New company: ServiceTitan"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:powerschool",
      "change": "added",
      "summary": "New company: PowerSchool"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:govwin-deltek",
      "change": "added",
      "summary": "New company: GovWin (Deltek)"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:bonterra",
      "change": "added",
      "summary": "New company: Bonterra"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:bill-com",
      "change": "added",
      "summary": "New company: Bill.com"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "company",
      "entityId": "company:appfolio",
      "change": "added",
      "summary": "New company: AppFolio"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 47 → 49",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 42 → 43",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 47 → 49",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-14",
      "entityType": "community",
      "entityId": "community:hacker-news",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hacker News: ideaCount 5 → 6",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48505231",
      "change": "added",
      "summary": "New trend-signal: CRISPR tech selectively shreds cancer cells, including \"undruggable\" cancers",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "trend-signal",
      "entityId": "trend-signal:hn-48502347",
      "change": "added",
      "summary": "New trend-signal: Kimi K2.7-Code: open-source coding model with better token efficiency",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "persona",
      "entityId": "persona:safety-or-compliance-lead-at-a-consumer-health-or-food-brand",
      "change": "added",
      "summary": "New persona: Safety or compliance lead at a consumer-health or food brand",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "persona",
      "entityId": "persona:hands-on-operator-willing-to-pilot-a-narrow-tool-before-a-full-rollout",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 45 → 47",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "persona",
      "entityId": "persona:developer-relations-lead-at-a-developer-tools-startup",
      "change": "added",
      "summary": "New persona: Developer-relations lead at a developer-tools startup",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "persona",
      "entityId": "persona:budget-owner-who-feels-the-operational-cost-of-the-broken-workflow",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Budget owner who feels the operational cost of the broken workflow.: ideaCount 45 → 47",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:signal-template",
      "change": "added",
      "summary": "New keyword: signal template",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:safety-software",
      "change": "added",
      "summary": "New keyword: safety software",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:platform-template",
      "change": "added",
      "summary": "New keyword: platform template",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:idea-workflow",
      "change": "added",
      "summary": "New keyword: idea workflow",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:idea-ai",
      "change": "added",
      "summary": "New keyword: idea ai",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:health-validation",
      "change": "added",
      "summary": "New keyword: health validation",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:health-automation",
      "change": "added",
      "summary": "New keyword: health automation",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:email-validation",
      "change": "added",
      "summary": "New keyword: email validation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:email-automation",
      "change": "added",
      "summary": "New keyword: email automation",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:drip-software",
      "change": "added",
      "summary": "New keyword: drip software",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:consumer-workflow",
      "change": "added",
      "summary": "New keyword: consumer workflow",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "keyword",
      "entityId": "keyword:consumer-ai",
      "change": "added",
      "summary": "New keyword: consumer ai",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "idea",
      "entityId": "idea:drip-email-platform-for-technical-teams",
      "change": "added",
      "summary": "New idea: One-idea-per-email drip platform for developer onboarding",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "idea",
      "entityId": "idea:consumer-health-and-safety-signal-monitor-crispr-tech-selectively-shreds-cancer-cells-including-undruggable-cancers",
      "change": "added",
      "summary": "New idea: Consumer health and safety signal monitor: CRISPR tech selectively shreds cancer cells, including \"undruggable\" cancers",
      "vertical": "healthcare"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:reliability-performance",
      "change": "updated",
      "fieldsChanged": [
        "sourceIds"
      ],
      "summary": "Reliability and performance failures: sourceIds changed",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:output-quality",
      "change": "added",
      "summary": "New complaint-cluster: Output quality and hallucination complaints",
      "vertical": "business-operations"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "complaint-cluster",
      "entityId": "complaint-cluster:billing-pricing",
      "change": "added",
      "summary": "New complaint-cluster: Billing, pricing, and subscription friction",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "community",
      "entityId": "community:review-and-alternative-pages",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Review and alternative pages: ideaCount 45 → 47",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "community",
      "entityId": "community:reddit-forums",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Reddit / forums: ideaCount 41 → 42",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "community",
      "entityId": "community:launch-communities",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Launch communities: ideaCount 45 → 47",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "community",
      "entityId": "community:hacker-news",
      "change": "updated",
      "fieldsChanged": [
        "ideaCount"
      ],
      "summary": "Hacker News: ideaCount 4 → 5",
      "vertical": "software-ai"
    },
    {
      "observedAt": "2026-06-13",
      "entityType": "graph",
      "entityId": "graph",
      "change": "baseline",
      "summary": "Baseline: 364 entities across 8 types"
    }
  ]
}