latitude-dev/latitude-llm：面向 AI 智能体的开源可观测性

项目介绍

latitude-dev/latitude-llm 是一个托管在 GitHub 上的开源项目，主要使用 TypeScript 编写，采用 MIT License 许可证，目前获得 4.7k 个 Star、408 次 Fork。

仓库全名: latitude-dev/latitude-llm

README 摘要

Issue detection for AI Agents Sentry, but for agents and LLMs. Website   ·   Docs   ·   Slack   ·   X 🌈 Why Latitude? Latitude shows you what will break next in your AI Agent and helps you fix it before users notice. Issue-centric: failed traces grouped into tracked issues, with status, size, and trend. Human-aligned evals: evals built automatically from…

完整内容见 GitHub 原始 README 或本页。

常见问题

latitude-llm 用什么语言开发？

主要使用 TypeScript 编写，采用 MIT License 许可证，目前有 4.7k 个 Star。

latitude-llm 可以免费商用吗？

如何获取 latitude-llm 的源码？

可以直接克隆仓库：git clone https://github.com/latitude-dev/latitude-llm.git；安装与运行步骤见仓库 README。

latitude-llm 最近还在维护吗？

仓库最近一次更新为 14 小时前，当前有 114 个未关闭 Issue；Star 数为 4.7k，可作为社区活跃度的参考。

关于

GitHub 原始描述（英文）

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.

agent-monitoring agent-observability ai-error-monitor ai-monitoring ai-observability llm-error-tracing llm-observability llm-tools

MIT License
4.7k Stars
408 Forks
15 Watching

描述取自 GitHub 官方 API，保持仓库作者书写的原文。

简要分析

热度分

5578

价值分

2966

活跃状态

活跃

GitHub

语言占比

CSS

Dockerfile

Go Template

HTML

JavaScript

PLpgSQL

Python

Rust

Shell

TypeScript

Release

贡献者

Issue detection for AI Agents

Sentry, but for agents and LLMs.

Website · Docs · Slack · X

Demo of the Latitude UI showing LLM observability, issue tracking, and evals

🌈 Why Latitude?

Latitude shows you what will break next in your AI Agent and helps you fix it before users notice.

Issue-centric: failed traces grouped into tracked issues, with status, size, and trend.
Human-aligned evals: evals built automatically from your team’s judgments, with an alignment score that tracks drift from human judgment over time.
Agent-native traces: multi-turn sessions, tool calls, and full execution paths in one view.
Semantic search: find any trace by meaning, exact matches, or roughly similar sentences. No sampling, 100% of traes are searchable.

⚡ Quick start

Install

npm install @latitude-data/telemetry

Instrument

import { Latitude } from "@latitude-data/telemetry";

new Latitude({
  apiKey: process.env.LATITUDE_API_KEY!,
  projectSlug: process.env.LATITUDE_PROJECT_SLUG!,
  instrumentations: ["openai"],
});

Every LLM call now shows up as a trace in Latitude.

Python, Go, and other languages are also supported. Full setup, OTel passthrough, and self-hosting in the getting started guide.

🔌 Integrations

Latitude is provider-agnostic. Telemetry works out of the box with most model providers and frameworks (OpenAI, Anthropic, Bedrock, Vercel AI SDK, LangChain, and more), plus any OTLP-compatible backend.

See the full integration list for setup instructions.

✳️ With Claude Code

Building inside Claude Code? We have a dedicated package that captures full session transcripts as traces. Check out docs.

npx -y @latitude-data/claude-code-telemetry install

Works in the terminal, the Desktop app, and IDE extensions.

Roadmap

OTel ingest, traces, sessions
Issue discovery + clustering
Issue-to-eval generation with alignment optimization
Eval alignment tracking (MCC, coverage)
Semantic search: find traces by meaning
Potential issues: track failure modes you already know about
Stable v2 release

👥 Community

Join the Slack community to ask questions, share feedback, and show what you’re building.

🤝 Contributing

Contributions are welcome. If you want to help, join the Slack community, open an issue, or submit a pull request.

📄 License

Latitude is licensed under the LGPL-3.0.

We also offer a more permissive commercial license for those who need it. Contact [email protected] for details.

🔗 Links

Made with love by the Latitude Team

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