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    "id": "honeycomb-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/send-data/opentelemetry/",
    "excerpt": "Instrument your applications with OpenTelemetry, the open-source standard for collecting telemetry, and send traces, logs, and metrics to Honeycomb.",
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  },
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    "id": "honeycomb-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/send-data/opentelemetry/",
    "excerpt": "Honeycomb supports receiving telemetry data via OpenTelemetry’s native protocol, OTLP, over gRPC, HTTP/protobuf, and HTTP/JSON.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build",
    "excerpt": "Query Builder allows you to construct queries against your data to produce results for investigation and further exploration.",
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  },
  {
    "id": "honeycomb-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build/query-assistant",
    "excerpt": "Query Assistant is a feature that generates Honeycomb queries based on your natural language query (NLQ) input.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/observe/boards",
    "excerpt": "A Board is a workspace where you can save, organize, and share analysis components focused on a common objective.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/notify",
    "excerpt": "Use triggers to send alerts when thresholds that you define and configure are passed.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/notify",
    "excerpt": "Use Service Level Objectives (SLOs) to define an agreement regarding delivery of a given service and be alerted when your SLO budget is threatened.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/notify",
    "excerpt": "Set up Triggers and SLOs to alert your team when conditions are met, and route notifications to Slack, PagerDuty, Microsoft Teams, or a custom webhook.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/integrations/mcp/configuration-guide",
    "excerpt": "Connect Honeycomb to any AI agent that supports the Model Context Protocol (MCP) so it can query your telemetry, investigate issues, and answer questions using your live Honeycomb data.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/integrations/mcp/concepts",
    "excerpt": "They can:\n\n*   Investigate and diagnose latency or error spikes\n*   Identify performance outliers and suggest optimization opportunities",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/api/introduction",
    "excerpt": "Build integrations and automate workflows with the Honeycomb API. Programmatically manage datasets, queries, triggers, SLOs, environments, API keys, and more.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/get-started/honeycomb/traces-metrics-logs",
    "excerpt": "This example creates a span, adds context as attributes, and closes it when the work is done",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-13",
    "tier": "claimed-docs",
    "url": "https://www.honeycomb.io/pricing",
    "excerpt": "Our introductory plan, free forever.",
    "fetchedAt": "2026-09-05T01:04:17.775Z"
  },
  {
    "id": "honeycomb-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/send-data/opentelemetry/",
    "excerpt": "Honeycomb supports OpenTelemetry... send traces, logs, and metrics to Honeycomb.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/send-data/opentelemetry/",
    "excerpt": "If your application is already instrumented with OpenTelemetry, you can send OpenTelemetry Protocol (OTLP) data directly to Honeycomb.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build",
    "excerpt": "A query in Honeycomb consists of up to six clauses",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build",
    "excerpt": "Relational field span prefixes follow your trace structure and include: root., parent., child., anyX.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/notify",
    "excerpt": "This allows you to build custom integrations that receive JSON payloads from Honeycomb upon alerts firing.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/observe/boards",
    "excerpt": "we offer pre-configured Board Templates for common use cases... saving you time that would otherwise be spent building Boards manually.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/integrations/mcp/concepts",
    "excerpt": "Investigate and diagnose latency or error spikes; Identify performance outliers and suggest optimization opportunities",
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  },
  {
    "id": "honeycomb-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/api/introduction",
    "excerpt": "You can download the Honeycomb OpenAPI spec to use with your own tooling.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/get-started/best-practices/slos",
    "excerpt": "Honeycomb will track SLO values past your retention period, but will display these for only the Budget Burndown and Historical Compliance graphs.",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/integrations/mcp/concepts",
    "excerpt": "Translate existing dashboards and alerts into Honeycomb's query language",
    "fetchedAt": "2026-09-05T01:05:52.567Z"
  },
  {
    "id": "honeycomb-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build",
    "excerpt": "A query in Honeycomb consists of up to six clauses: SELECT... WHERE... GROUP BY... ORDER BY... LIMIT... HAVING",
    "fetchedAt": "2026-09-05T01:07:45.520Z"
  },
  {
    "id": "honeycomb-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/investigate/query/build",
    "excerpt": "Relational field span prefixes follow your trace structure and include: root.- ... parent.- ... child.- ... anyX.",
    "fetchedAt": "2026-09-05T01:07:45.520Z"
  },
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    "id": "honeycomb-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/integrations/mcp/concepts",
    "excerpt": "Investigate and diagnose latency or error spikes\n*   Identify performance outliers and suggest optimization opportunities",
    "fetchedAt": "2026-09-05T01:07:45.520Z"
  },
  {
    "id": "honeycomb-docs-27",
    "tier": "claimed-docs",
    "url": "https://docs.honeycomb.io/api/introduction",
    "excerpt": "Programmatically manage datasets, queries, triggers, SLOs, environments, API keys, and more.",
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  },
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    "id": "honeycomb-docs-28",
    "tier": "claimed-docs",
    "url": "https://www.honeycomb.io/pricing",
    "excerpt": "BubbleUp\n\n![Checkmark]",
    "fetchedAt": "2026-09-05T01:07:45.520Z"
  },
  {
    "id": "honeycomb-docs-29",
    "tier": "claimed-docs",
    "url": "https://www.honeycomb.io/pricing",
    "excerpt": "Event Volume: Up to 20M per month Metrics Data Points: Up to 100M per month",
    "fetchedAt": "2026-09-05T01:07:45.520Z"
  },
  {
    "id": "honeycomb-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44243050",
    "excerpt": "I like Honeycomb a lot and we're dependent on it for parts of our orchestrator. It's great; it accelerates investigations. But even with Honeycomb, we are sitting on an absolute mountain of telemetry data, in logs, in metrics, and in our trace indices at Honeycomb.",
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    "id": "honeycomb-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44243050",
    "excerpt": "One of the interesting things an agent can do that no individual telemetry tool does effectively is make deductions and integrate information across data sources...in any given incident, we're looking at Honeycomb traces, OpenSearch for system logs, and Prometheus metrics in a VictoriaMetrics cluster.",
    "fetchedAt": "2026-09-05T01:10:16.476Z"
  },
  {
    "id": "honeycomb-probe-1",
    "tier": "probe",
    "url": "https://docs.honeycomb.io/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.honeycomb.io/llms.txt # Honeycomb Docs\n\n## Get Started\n\n- [Get Started: Overview](https://docs.honeycomb.io/get-started.md): Instrument your a",
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  },
  {
    "id": "honeycomb-probe-2",
    "tier": "probe",
    "url": "https://docs.honeycomb.io/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.honeycomb.io/openapi.json, https://docs.honeycomb.io/swagger.json, https://docs.honeycomb.io/api/openapi.json, https://docs.honeycomb.io/.well-known/openapi.json)",
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    "tier": "probe",
    "url": "https://docs.honeycomb.io/integrations/mcp/concepts",
    "excerpt": "official MCP server documented at https://docs.honeycomb.io/integrations/mcp/concepts",
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