# latitude-dev/latitude-llm

Latitude is the open-source AI monitoring platform.

Repository: https://github.com/latitude-dev/latitude-llm
Canonical: https://ross.abutalabs.com/products/latitude-llm
Homepage: https://latitude.so
Language: TypeScript
License: MIT
License Family: permissive
Topics: llm-observability, agent-monitoring, agent-observability, ai-error-monitor, ai-monitoring, ai-observability, llm-error-tracing, llm-tools
Last push: 2026-08-26T16:35:10+00:00

## Health v2 (maintenance only)
Score: 86/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 99, release rhythm 87, longevity 56
- inputs: {"age_days": 796, "days_push": 7, "days_rel": 7, "gap_med": 0, "n_releases_24m": 162}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4604, forks 383 (observed 2026-08-28T04:08:54.857070+00:00)

## What it is
Latitude is an open-source, MIT-licensed AI agent observability and monitoring platform that captures production agent traffic as traces and sessions, groups recurring failures into signals, and can dispatch coding agents like Claude Code or Cursor to open fix PRs. It offers TypeScript and Python SDKs, an OTLP-compatible ingestion endpoint, an MCP server, and self-hosted or cloud deployment.

## Use cases
- monitor llm agent traces and tool calls in production
- find and group recurring agent failures into tracked signals
- get Slack or webhook alerts when agent issues escalate
- trace token usage, latency, and cost per session
- dispatch a coding agent to fix detected agent failures
- ingest OpenTelemetry traces from any language
- search and cluster production agent conversations by behavior
- import existing traces from Langfuse, LangSmith, or Braintrust

## When to choose
- you run LLM agents in production and need failure detection and monitoring
- you want OpenTelemetry-compatible tracing without vendor lock-in
- you want an open-source, self-hostable alternative to Langfuse or LangSmith
- you want automated issue discovery and coding-agent-driven fixes

## When to avoid
- you only need simple application performance monitoring without LLM-specific features
- you need a lightweight local tracing library rather than a full platform
- your team cannot run a web service or use the hosted cloud offering

## Facets
- artifact type: service
- maturity: active
- function: monitoring, tracing, alerting, analytics, mcp, sdk
- domain: artificial-intelligence, large-language-models, monitoring, developer-tools, self-hosted
- platform: self-hosted, python
- tags: llm-observability, agent-monitoring, ai-observability, opentelemetry, tracing, error-monitoring, agent-dispatch, evals, mcp-server, ai-agents, web-server, docker, nodejs, typescript

## Member repositories
- latitude-dev/latitude-llm (main) score 86

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:54.857070+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:19:45.271168+00:00, confidence not recorded.
  - readme: https://github.com/latitude-dev/latitude-llm (fetched 2026-08-28T04:08:54.857070+00:00, sha 96118c79cf1a)
  - homepage: https://latitude.so (fetched 2026-08-29T09:05:00.423041+00:00, sha b0a2feb11da6)
  - site_page: https://docs.latitude.so/getting-started/introduction (fetched 2026-08-29T09:05:00.434605+00:00, sha 0c5c327df52b)
  - site_page: https://docs.latitude.so/getting-started/mcp (fetched 2026-08-29T09:05:00.438045+00:00, sha afe1040005a7)
  - site_page: https://docs.latitude.so (fetched 2026-08-29T09:05:00.439784+00:00, sha dfef9c73cf5f)
  - site_page: https://docs.latitude.so/telemetry/otel-exporter (fetched 2026-08-29T09:05:00.441436+00:00, sha 2555f35c134c)
  - site_page: https://docs.latitude.so/signals/create (fetched 2026-08-29T09:05:00.443235+00:00, sha caed04ac34a9)
  - site_page: https://docs.latitude.so/getting-started/how-to-use-latitude (fetched 2026-08-29T09:05:00.444783+00:00, sha 82928c4318ea)
  - site_page: https://latitude.so/pricing (fetched 2026-08-29T09:05:00.432500+00:00, sha 143bd465a499)
  - site_page: https://latitude.so/changelog (fetched 2026-08-29T09:05:00.436491+00:00, sha 7dc0ef54667e)
- Data as of 2026-08-30T08:39:29.467469+00:00.