ai-agent

Latitude: AI Monitoring

Name: Latitude: AI Monitoring
Author: latitude-dev

Monitor AI errors with Latitude, for startup founders, backed by 4.4k+ GitHub stars

From the repo · “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.”

4,734 stars+12★ this week403 forksTypeScriptGuide quality 8/10 · reviewed Jul 12Updated 10/22/2026100% free · open source

What it does

Latitude monitors AI errors and provides insights to improve model performance, specifically designed for startup founders to track and resolve AI issues efficiently.

When to use it

•When deploying AI models to production and wanting to monitor their performance in real-time
•When experiencing unexplained errors or inconsistencies in AI model outputs
•When needing to compare and contrast different AI model versions or configurations

Ready-to-paste prompt

Run `latitudectl models create --name my-model --type huggingface --endpoint https://my-model-endpoint.com` to create a new AI model configuration in Latitude

Heads up: Make sure to have Node.js (version 16 or higher) and npm installed on your system, as Latitude requires these dependencies to run

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/latitude-llm && curl -fsSL https://workflowstacks.com/api/skills/latitude-llm/claude-skill -o ~/.claude/skills/latitude-llm/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Latitude: AI Monitoring works

Codeflow

Free to inspect

Latitude: AI Monitoring is a very large TypeScript project (~797k lines across 6041 code files, plus 174 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size

Very large codebase

~797k lines · 6041 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Node.js · Docker

Needs API keys (.env)

TypeScript 80%Python 11%Rust 8%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows
3
package.json
Dependencies and the commands it exposes
4
.env.example
The API keys and settings you must provide
5
examples/migrations/linguaai-v1-to-v2/README.md
A worked example — copy this to get going

What's in each folder

apps/Sub-packages / plugins1269 files

packages/ui/Frontend / UI251 files

packages/cli/Command-line entry points75 files

docs/Documentation206 files

examples/Examples you can copy29 files

packages/domain/Package1823 files

packages/sdk/SDKs / client libraries1681 files

packages/platform/Package946 files

READMEHas testsDocumentedCI checksDocker readyExamples includedMIT licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/latitude-llm && curl -fsSL https://workflowstacks.com/api/skills/latitude-llm/claude-skill -o ~/.claude/skills/latitude-llm/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

latitude-dev

Language

TypeScript