# Latitude

> Latitude is an open-source, MIT-licensed platform for monitoring and improving production AI agents. It captures production telemetry, finds recurring failures, dispatches the customer's coding agent with the evidence attached, and verifies fixes against production-derived tests and live traffic.

Latitude is organized as a loop, not a dashboard: **Observe → Understand → Fix → Verify**. It is available as a managed cloud service and as a self-hosted deployment. Applications send telemetry through the Latitude TypeScript SDK, Python SDK, or standard OpenTelemetry. AI agents can read and manage a Latitude workspace through its remote OAuth-authenticated MCP server.

Built for AI engineers and teams adding agent observability for the first time or scaling an AI feature beyond its initial implementation.

## Machine-readable pages

- [Product](https://latitude.so/product.md): Product model, use cases, workflow, core primitives, deployment options, boundaries, and differentiators.
- [Pricing](https://latitude.so/pricing.md): Plans, included usage, credit definitions, retention, terms, and procurement.
- [Quickstart](https://latitude.so/quickstart.md): Connect an application, send the first trace, and optionally connect the Latitude MCP server.

## Canonical documentation

- [Documentation index](https://docs.latitude.so/llms.txt): Complete machine-readable index of Latitude documentation.
- [Latitude overview](https://docs.latitude.so/getting-started/introduction.md): Product overview.
- [Core concepts](https://docs.latitude.so/getting-started/concepts.md): Projects, spans, traces, sessions, users, tools, search, Behaviours, scores, signals, evaluations, and monitors.
- [Start tracing](https://docs.latitude.so/telemetry/start-tracing.md): Telemetry setup through a coding agent, SDK, or OpenTelemetry. Covers 14 frameworks and 17 model providers.
- [Self-healing agents](https://docs.latitude.so/getting-started/self-healing-agents.md): Workflow from production failure detection to a reviewed pull request and regression test.
- [Agent Dispatch](https://docs.latitude.so/agent-dispatch/overview.md): Dispatch triggers, context handoff, and supported destinations.
- [MCP server](https://docs.latitude.so/getting-started/mcp.md): Connect Claude, Cursor, Codex, Gemini, Zed, OpenCode, and other MCP clients.
- [Deployment](https://docs.latitude.so/deployment/overview.md): Latitude Cloud and self-hosted deployment options.
- [Security and data protection](https://docs.latitude.so/security/data-protection.md): Hosted data boundary, compliance status, and protection practices.
- [API reference](https://api.latitude.so/docs): Latitude API endpoints and schemas.

## Comparisons

- [Latitude alternatives](https://latitude.so/compare): Agent analytics at scale plus self-healing agents vs Langfuse, LangSmith, and Braintrust.
- [Latitude vs Langfuse](https://latitude.so/compare/langfuse): Agent analytics and self-healing agents vs classic LLM observability.
- [Latitude vs LangSmith](https://latitude.so/compare/langsmith): Agent analytics beyond LangChain tracing plus self-healing agents.
- [Latitude vs Braintrust](https://latitude.so/compare/braintrust): Production agent analytics vs pre-production eval experiments.

## Source and access

- [Open-source repository](https://github.com/latitude-dev/latitude-llm): MIT-licensed Latitude source code.
- [Latitude setup skills](https://github.com/latitude-dev/skills): Skills that help coding agents instrument applications with Latitude.
- [MCP endpoint](https://api.latitude.so/v1/mcp): Remote streamable HTTP MCP server. OAuth authentication is required.
- [Agent authentication](https://latitude.so/auth.md): How an agent registers an OAuth client and connects to the Latitude MCP server.
- [Cloud application](https://console.latitude.so/login): Managed Latitude application.

## Optional

- [Blog](https://latitude.so/blog): Guides and playbooks on AI agent observability, evaluation, and reliability.
- [Changelog](https://latitude.so/changelog): Latest product updates.
- [Slack community](https://join.slack.com/t/trylatitude/shared_invite/zt-35wu2h9es-N419qlptPMhyOeIpj3vjzw)
- [YouTube](https://www.youtube.com/@trylatitude)