{
  "meta": {
    "schemaVersion": "INAV-DOSSIER-1",
    "generatedAt": "2026-08-19",
    "asOf": "2026-08-19",
    "entityId": "complaint-cluster:reliability-performance",
    "entityType": "complaint-cluster"
  },
  "entity": {
    "id": "complaint-cluster:reliability-performance",
    "type": "complaint-cluster",
    "label": "Reliability and performance failures",
    "attributes": {
      "painPoint": "Teams increasingly rely on AI tools but lose work time when responses fail, latency spikes, or automations silently break.",
      "score": 90,
      "sourceIds": [
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        "github-issues",
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      "https://news.ycombinator.com/item?id=45033237",
      "https://github.com/webcompat/web-bugs/issues/232058",
      "https://github.com/openai/codex/issues/38915",
      "https://github.com/openai/codex/issues/34437",
      "https://github.com/openai/codex/issues/34941",
      "https://github.com/unslothai/unsloth/issues/8722",
      "https://github.com/mongodb/agent-skills/issues/54",
      "https://github.com/openai/codex/issues/34832"
    ]
  },
  "type": "complaint-cluster",
  "href": "/entity/complaint-cluster/reliability-performance/",
  "headline": "Reliability and performance failures: a complaint cluster cited by 10 reports, first seen 2026-08-19.",
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      "label": "Evidenced by",
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          "id": "idea:technology-operations-signal-monitor-streetcomplete-fixing-openstreetmap-one-tiny-quest-at-a-time",
          "label": "Technology operations signal monitor: StreetComplete: Fixing OpenStreetMap, one tiny quest at a time",
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        {
          "id": "idea:webcam-eye-health-tracker-for-screen-heavy-jobs",
          "label": "Webcam blink-rate tracker that cuts screen eye strain",
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          "href": "/ideas/webcam-eye-health-tracker-for-screen-heavy-jobs/",
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        {
          "id": "idea:when-to-replace-planner-for-data-center-equipment",
          "label": "When-to-replace planner for data center equipment",
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      "citationEdges": 10,
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      "label": "Reach",
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      "label": "First seen",
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      "tone": "neutral",
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    {
      "label": "Evidence",
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    {
      "id": "explore-vertical",
      "label": "Explore software-ai intelligence",
      "rationale": "This complaint cluster evidences the software-ai vertical — open its forward cut.",
      "href": "/pro/intelligence/software-ai/"
    },
    {
      "id": "trace-graph",
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    {
      "claim": "Reaches 10 reports across 0 verticals in the ontology graph",
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      "claim": "First observed 2026-08-19",
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}