latitude-dev/latitude-llm

What is it?

Key features

• 01Captures LLM calls, multi-turn sessions and tool calls as traces via SDK or OpenTelemetry.
• 02Groups failing traces automatically into signals with status, size and trend.
• 03Dispatches coding agents like Claude Code and Cursor with traces and context to fix issues.
• 04Replays fixes against real failing traces with regression datasets and monitors.
• 05Provides an MCP server and CLI so the same actions are available from a coding agent.
• 06Can be self-hosted via Docker Compose or Kubernetes Helm chart.

Use cases

• Finding out which user requests or agent workflows are failing in a production LLM app.
• Letting a coding agent pick up recurring agent failures and open a fix PR.
• Preventing previously fixed agent failures from returning through regression tests.
• Running a self-hosted observability stack for AI agents on your own infrastructure.

Quick start

1. 1

   Sign up at latitude.so and get your API key and project slug

2. 2

   Install the TypeScript telemetry package

   npm install @latitude-data/telemetry
3. 3

   Initialize the Latitude client with your LLM SDK as shown in the README example

Things to know

• !Full use needs a Latitude account and API key, and the free tier has a 30-day data retention limit.
• !Self-hosting requires running the Docker Compose or Kubernetes deployment yourself.

Topics

FAQ

What is latitude-llm?

Open-source observability for AI agents that groups failing traces, dispatches coding agents to fix them, and replays fixes against real traces. Latitude is an open-source observability platform for LLM applications and AI agents. Telemetry is added with a short SDK setup or OpenTelemetry, and every LLM call, multi-turn session and tool call is recorded as a trace.

Is latitude-llm free to use? What license does it have?

latitude-llm is open source under the MIT license. Check the license terms before using it in commercial products.

Is latitude-llm still maintained?

Actively maintained. The last commit to latitude-llm was on Oct 21, 2026.

What can I use latitude-llm for?

Finding out which user requests or agent workflows are failing in a production LLM app. Letting a coding agent pick up recurring agent failures and open a fix PR. Preventing previously fixed agent failures from returning through regression tests. Running a self-hosted observability stack for AI agents on your own infrastructure.

How do I install latitude-llm?

Sign up at latitude.so and get your API key and project slug Install the TypeScript telemetry package: npm install @latitude-data/telemetry Initialize the Latitude client with your LLM SDK as shown in the README example

Where can I get latitude-llm?

The source code and installation instructions are on GitHub: https://github.com/latitude-dev/latitude-llm