{"data":{"slug":"latitude-dev-latitude-llm","name":"latitude-llm","tagline":"Open-source AI monitoring platform","github_url":"https://github.com/latitude-dev/latitude-llm","owner":"latitude-dev","repo":"latitude-llm","owner_avatar_url":"https://avatars.githubusercontent.com/u/98949449?v=4","primary_language":"TypeScript","stars":4633,"forks":387,"topics":["agent-monitoring","agent-observability","ai-error-monitor","ai-monitoring","ai-observability","llm-error-tracing","llm-observability","llm-tools"],"archived":false,"github_pushed_at":"2026-09-09T15:36:47+00:00","maintenance_label":"Very active","stars_delta_30d":65,"url":"https://www.graphcanon.com/tools/latitude-dev-latitude-llm","markdown_url":"https://www.graphcanon.com/tools/latitude-dev-latitude-llm.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/latitude-dev-latitude-llm","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=latitude-dev-latitude-llm","description":"Open-source observability for AI agents. Find where your agents fail, dispatch your coding agent to fix it, and verify the fix against real traces.","homepage_url":"https://latitude.so","license":"MIT","open_issues":61,"watchers":15,"ai_summary":"Latitude offers capabilities for real-time monitoring and observability of autonomous agents and large language models.","readme_excerpt":"## ⚡ Quick start\n\nYou can use Latitude for free, including 20K credits/month, 30-day data retention, and unlimited seats.\n\nSign up at [latitude.so](https://latitude.so) and grab your API key and project slug.\n\n---\n\n## 🏠 Self-host\n\nLatitude is [self-hostable](https://docs.latitude.so/deployment/overview) at any scale, on fully open infrastructure. Pull the ready-to-go container images on [Docker Hub](https://hub.docker.com/u/latitudedata):\n\n\n\n- **Single-host (simple)** — a production-grade instance on one machine with Docker Compose, follow the [Single-host guide](https://docs.latitude.so/deployment/single-host).\n- **Cluster (advanced)** — a scalable, highly-available deployment on Kubernetes via a Helm chart, follow the [Cluster guide](https://docs.latitude.so/deployment/cluster).\n- **One-click (Railway)** — the whole stack on managed infrastructure, easy deploy through [Railway](https://railway.com/deploy/latitude?referralCode=GND3X9&utm_medium=integration&utm_source=template&utm_campaign=generic).\n\n---\n\n## 📄 License\n\nLatitude is licensed under the [MIT License](LICENSE).","github_created_at":"2024-06-28T11:16:02+00:00","created_at":"2026-07-15T10:40:57.714423+00:00","updated_at":"2026-09-20T04:25:21.198119+00:00","categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"agent-monitoring","name":"agent-monitoring"},{"slug":"ai-observability","name":"ai-observability"},{"slug":"llm-observability","name":"llm-observability"}],"trust":{"provenance":{"is_fork":false,"github_id":821360765,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-10T06:00:30.305Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":30,"days_since_push":0,"last_release_at":"2026-09-09T12:18:16Z","stars_delta_30d":65,"open_issues_delta_30d":-70},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:40:59.058Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-09-10T06:00:31.414Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-09-10T06:00:31.414Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-09-10T06:00:31.414Z","managed_saas":false},"languages":{"value":["typescript","javascript"],"source":"github.language+package.json","observed_at":"2026-09-10T06:00:31.414Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-09-10T06:00:31.414Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-10T06:00:31.414Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"Latitude provides a freemium model with initial credits for monitoring capabilities without up-front costs."},"requirements":null,"constraints":{"persona":"developer_harness","pricing_model":"freemium"},"when_to_use":["When you require comprehensive error tracing specifically for LLMs (large language models) without the cost barriers, Latitude offers initial credits along with being MIT licensed.","Suitable when your deployment needs are advanced, requiring scalable Kubernetes setups alongside simple, single-host configurations.","If self-hosting on open infrastructure aligns with your security or customization preferences, Latitude provides multiple deployment options including Docker Compose and Helm chart for Kubernetes."],"when_not_to_use":["Consider other platforms if you need more than the included 20K credits per month as additional costs may apply.","If ease of use is paramount over advanced features or flexibility in deployment, Latitude might require a steeper learning curve and involve more setup effort."],"source":"enrich:decision_facts","observed_at":"2026-07-17T05:18:21.115Z"},"constraint_facets":{"persona":"developer_harness","pricing_model":"freemium"},"decision_summary":[{"label":"Pricing","value":"freemium - Latitude provides a freemium model with initial credits for monitoring capabilities without up-front costs."},{"label":"Adopt for","value":"Latitude-LLM is an open-source AI monitoring platform that provides real-time observability capabilities for autonomous agents and large language models."},{"label":"License detail","value":"Latitude-LLM offers its code under the MIT License, enabling developers to freely integrate, modify, and distribute the software provided they adhere to license terms."},{"label":"Persona","value":"developer harness"}]}}