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    "id": "grafana-docs-1",
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    "url": "https://grafana.com/docs/grafana/latest/alerting/",
    "excerpt": "you create queries and expressions from multiple data sources, no matter where you store your data... create, manage, and take action on your alerts from a single, consolidated view",
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    "url": "https://grafana.com/docs/grafana/latest/administration/provisioning/",
    "excerpt": "Grafana has an active provisioning system that uses configuration files. You can define data sources and dashboards using files that can be version controlled, making GitOps more natural.",
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    "id": "grafana-docs-3",
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    "url": "https://grafana.com/docs/grafana/latest/as-code/observability-as-code/",
    "excerpt": "This approach lets you define dashboards, data sources, and other configurations in code, enabling version control, automated testing, and reliable deployments through CI/CD pipelines.",
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    "id": "grafana-docs-4",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/tempo/latest/",
    "excerpt": "Tempo lets you search for traces, generate metrics from spans, and link your tracing data with logs and metrics.",
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    "id": "grafana-docs-5",
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    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/alert-and-measure-reliability/slo/",
    "excerpt": "With Grafana SLO, you can create metrics to measure the quality of the service you provide users.",
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    "id": "grafana-docs-6",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/respond-to-incidents/",
    "excerpt": "Use it to create on-call schedules, escalate alerts to the people who are on call, and coordinate incidents from declaration through post-incident review.",
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  },
  {
    "id": "grafana-docs-7",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/ai-tools/",
    "excerpt": "Connect AI agents to Grafana through the fully hosted Cloud MCP Server or the self-managed open source MCP Server.",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
  {
    "id": "grafana-docs-8",
    "tier": "claimed-docs",
    "url": "https://grafana.com/products/cloud/",
    "excerpt": "Understand production systems faster using natural language",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
  {
    "id": "grafana-gh-1",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Explore your data through ad-hoc queries and dynamic drilldown. Split view and compare different time ranges, queries and data sources side by side.",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
  {
    "id": "grafana-gh-2",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Experience the magic of switching from metrics to logs with preserved label filters. Quickly search through all your logs or streaming them live.",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
  {
    "id": "grafana-gh-3",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Create dynamic & reusable dashboards with template variables that appear as dropdowns at the top of the dashboard.",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
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    "id": "grafana-gh-4",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Mix different data sources in the same graph! You can specify a data source on a per-query basis.",
    "fetchedAt": "2026-09-05T01:03:37.516Z"
  },
  {
    "id": "grafana-docs-9",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/",
    "excerpt": "enables you to query, visualize, alert on, and explore your metrics, logs, and traces wherever they're stored",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-10",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/alerting/",
    "excerpt": "You can then create, manage, and take action on your alerts from a single, consolidated view",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-11",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/administration/provisioning/",
    "excerpt": "You can define data sources and dashboards using files that can be version controlled, making GitOps more natural.",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
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    "id": "grafana-docs-12",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/alert-and-measure-reliability/slo/",
    "excerpt": "By creating SLIs (Service Level Indicators) and SLOs, you define what an acceptable level of service is and how to react if you are not providing the expected level of service.",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-13",
    "tier": "claimed-docs",
    "url": "https://grafana.com/pricing/",
    "excerpt": "Perfect for personal projects, exploring new ideas, and early-stage startups. No charges ever.",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-gh-5",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Experience the magic of switching from metrics to logs with preserved label filters.",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-14",
    "tier": "claimed-docs",
    "url": "https://grafana.com/products/cloud/",
    "excerpt": "Simplify cost management with Adaptive Telemetry",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-15",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/loki/latest/",
    "excerpt": "LogQL is Grafana Loki's query language. LogQL uses labels and operators for filtering.",
    "fetchedAt": "2026-09-05T01:05:05.552Z"
  },
  {
    "id": "grafana-docs-16",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/as-code/observability-as-code/",
    "excerpt": "define dashboards, data sources, and other configurations in code, enabling version control, automated testing, and reliable deployments through CI/CD pipelines",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-17",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/alerting/",
    "excerpt": "create, manage, and take action on your alerts from a single, consolidated view",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-18",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/alert-and-measure-reliability/slo/",
    "excerpt": "Grafana SLO (Service Level Objective) provides a framework for measuring the quality of service you provide to users.",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-19",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/respond-to-incidents/",
    "excerpt": "create on-call schedules, escalate alerts to the people who are on call, and coordinate incidents from declaration through post-incident review",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-20",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/tempo/latest/",
    "excerpt": "Prometheus exemplars let you jump from Prometheus metrics to Tempo traces by clicking on recorded exemplars.",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-21",
    "tier": "claimed-docs",
    "url": "https://grafana.com",
    "excerpt": "cutting your telemetry costs by up to 80%",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-22",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/loki/latest/",
    "excerpt": "migrate from previous deployments, and upgrade your Loki environment",
    "fetchedAt": "2026-09-05T01:07:02.154Z"
  },
  {
    "id": "grafana-docs-23",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/",
    "excerpt": "enables you to query, visualize, alert on, and explore your metrics, logs, and traces wherever they’re stored",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-24",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/alerting/",
    "excerpt": "Grafana Alerting allows you to learn about problems in your systems moments after they occur.",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-25",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/alerting/",
    "excerpt": "you create queries and expressions from multiple data sources, no matter where you store your data, giving you the flexibility to combine your data and alert on your metrics and logs in new and unique ways",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-26",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana/latest/as-code/observability-as-code/",
    "excerpt": "You can authenticate, manage multiple environments, and perform administrative tasks from the terminal. It’s suitable for CI/CD pipelines, local development",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-27",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/grafana-cloud/observe-and-act/respond-to-incidents/",
    "excerpt": "During an incident, you can investigate with the same metrics, logs, and traces that fired the alert.",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-28",
    "tier": "claimed-docs",
    "url": "https://grafana.com",
    "excerpt": "Grafana Cloud’s Adaptive Telemetry suite automatically identifies the data worth your attention and aggregates the rest, cutting your telemetry costs by up to 80%.",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-gh-6",
    "tier": "github",
    "url": "https://github.com/grafana/grafana",
    "excerpt": "Mix different data sources in the same graph! You can specify a data source on a per-query basis. This works for even custom datasources.",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-docs-29",
    "tier": "claimed-docs",
    "url": "https://grafana.com/docs/loki/latest/",
    "excerpt": "Try it locally. The fastest way to experiment is to run Loki in monolithic (single-binary) mode with a local filesystem backend and send logs to it with Grafana Alloy.",
    "fetchedAt": "2026-09-05T01:08:23.967Z"
  },
  {
    "id": "grafana-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "We have Grafana monitoring everything from cloud stuff down to temperatures of cryogenic fridges. Being able to configure alerts more dynamically and clearly is going to make my job a lot easier.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "Over the years I've evaluated multiple other solutions like Grafana but none of them came even near the feature set and simplicity of Grafana. Awesome work, huge thanks to all contributors.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "I love using grafana however I abhor creating dashboards and trying to pull data, but that's mostly because of a lack of documentation.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "It's the de facto realtime graph consolidation platform where I work; if the thing you want to use for monitoring doesn't interact with grafana, you shouldn't bother trying to deploy it because the rest of the org will be blind to it.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "I use a combination of Graphite, InfluxDB, PostgreSQL, Timescale, CloudWatch, Prometheus. The alerting in Grafana supporting all those variations is a godsend.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27433552",
    "excerpt": "The relatively new Node graph visualization can't be used with any datasource, even if you select data to fit the model, because it needs a special meta property to work.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/31740902",
    "excerpt": "Cost really is the big selling point of Grafana Cloud - it's far, far cheaper than most competitors, and good enough. Not as good as NewRelic, DataDog, etc., but you get good enough metrics, logs, alerts, distributed tracing, and now incident management, at an excellent price.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/31740902",
    "excerpt": "Grafana used to be so simple, I don't know if I'm a fan of this direction towards many services. Having to run alertmanager and configure it in addition to Grafana was bad enough, now you need to run and configure another service if you want some extra functionalities.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26877528",
    "excerpt": "Even though we use Grafana only internally and there would be no problem with AGPLv3 in theory I see big meetings with legal coming up which might result in us not being able to use it anymore.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=26877528",
    "excerpt": "I wonder how many companies will choose to kill off Grafana use as a result of this change. Two companies I've worked for have simply banned the use of anything having a GPL type license.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=18663996",
    "excerpt": "I still remember when Grafana first come out because of InfluxDB. It's amazing at that time... Grafana move really fast. Very practical.",
    "fetchedAt": "2026-09-05T01:09:14.371Z"
  },
  {
    "id": "grafana-probe-1",
    "tier": "probe",
    "url": "https://grafana.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://grafana.com/llms.txt # Grafana documentation\n\n> Grafana Labs builds open and composable observability software, including Grafana, Grafana Cl",
    "fetchedAt": "2026-09-05T01:10:26.097Z"
  },
  {
    "id": "grafana-probe-2",
    "tier": "probe",
    "url": "https://grafana.com/docs/grafana/latest/.md",
    "excerpt": "PROBE docs-md: HTTP 200 at https://grafana.com/docs/grafana/latest/.md ---\ntitle: \"Grafana OSS and Enterprise | Grafana documentation\"\ndescription: \"Find answers to your technical questions a",
    "fetchedAt": "2026-09-05T01:10:26.097Z"
  },
  {
    "id": "grafana-probe-3",
    "tier": "probe",
    "url": "https://grafana.com/api/openapi.json",
    "excerpt": "PROBE openapi: HTTP 200 at https://grafana.com/api/openapi.json — contains \"openapi\" key",
    "fetchedAt": "2026-09-05T01:10:26.097Z"
  },
  {
    "id": "grafana-probe-4",
    "tier": "probe",
    "url": "https://github.com/grafana/mcp-grafana",
    "excerpt": "official MCP server documented at https://github.com/grafana/mcp-grafana",
    "fetchedAt": "2026-09-05T01:10:26.097Z"
  },
  {
    "id": "grafana-probe-5",
    "tier": "probe",
    "url": "https://grafana.com/docs/grafana/latest/administration/cli/",
    "excerpt": "official CLI documented at https://grafana.com/docs/grafana/latest/administration/cli/",
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]
