Latitude从单个提示建造生产级AI代理，内置评估和可观察性。

4.8 (5)

审阅者 Daniel Nikulshyn·更新 2026年7月

Open Source LLM Agents Prompt Management Evaluation Observability Developer Tools API Collaboration

概览

Latitude 是一个开源平台，用于设计、测试和部署 LLM 驱动的代理。开发者可以仅用一个提示语快速启动一个代理，然后与提示工程师和领域专家在共享工作区中协作迭代。该平台将提示管理与评估工具结合，让团队能够在提示中运行数据集，评估输出并在发布前捕捉回归。日志、追踪和指标反馈回工作流，使代理能根据真实生产行为持续优化。 Latitude 通过 SDK 和 API 暴露代理，方便将其集成到现有应用中，同时保持提示的版本化并与代码解耦。

主要功能

从提示生成代理
带版本控制的提示管理
基于数据集的评估
生产日志和跟踪
SDK和REST API用于集成
提示上的团队协作

价格

模型: Free
分类: 杰与拉常系安全目分
评分: 4.8 / 5 (5)

使用场景

快速原型LLM代理

从单个提示生成一个可用代理，并快速在共享空间中运作，以缩短从想法到已部署代理的路径

在数据集中评估提示

跑过数据集，评估输出，识别在部署新版本之前的回归

在生产中监视代理

使用内置的日志、跟踪和指标观察代理的真实行为，并将见解反馈到提示优化中

将代理集成到现有应用

通过 SDK 和 REST API 将带有版本控制的、管理的提示嵌入到应用中，并保持提示迭代与代码相隔离

优点 & 缺点

优点

开源，自 hosting 选项
从提示到已部署代理的快速路径
内置评估和可观察性
共享工作区中的技术和非技术用户

缺点

较新的平台，生态系统正不断扩大
需要LLM提供商API密钥和成本
先进功能具有学习曲线

评测

4.8

5 个评分的平均值。

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Diego Fernández

Mar 5, 2026

Solid for our team

We rolled this out across the team last quarter and open-source with self-hosting option. Production logs and tracing fits neatly into how we already work, and dataset-driven evaluations removed a step we used to do by hand. Newer platform with a growing ecosystem, which is the main caveat, but it has held up under daily use.

Omar Haddad

Jan 22, 2026

Solid for our team

We rolled this out across the team last quarter and open-source with self-hosting option. Dataset-driven evaluations fits neatly into how we already work, and prompt-to-agent generation removed a step we used to do by hand. Newer platform with a growing ecosystem, which is the main caveat, but it has held up under daily use.

Joanna Kowalski

Dec 26, 2025

Does the job

Pretty happy overall. Production logs and tracing just works and open-source with self-hosting option. but no dealbreakers — I'd recommend it to a friend without hesitating.

Camille Laurent

Aug 20, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on production logs and tracing, and open-source with self-hosting option caught me off guard. Newer platform with a growing ecosystem is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Naomi Suzuki

Aug 4, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: sDK and REST API for integration and fast path from prompt to deployed agent. On balance the feature set — especially team collaboration on prompts — justifies the 5 stars for our use case.

问答

Is Latitude self‑hosted and what are the cost considerations?

Latitude is open‑source and can be self‑hosted; however, you still need API keys from an LLM provider, so you’ll incur the provider’s usage fees in addition to any infrastructure costs you run.

Asked by Wolfgang Krause · Dec 19, 2025

Can I evaluate and prevent regressions before shipping an agent?

Yes, Latitude lets you run datasets through prompts, score the outputs, and store golden datasets from validated traces, so you can run regression tests and catch issues early.

Asked by Elif Yildiz · Nov 10, 2025

What observability features does Latitude offer for agents in production?

The platform captures logs, traces, and metrics, supports OpenTelemetry, auto‑generates signals from failed traces, groups similar failures, and can send alerts via Slack, email, or webhooks.

Asked by Olamide Fashola · Nov 4, 2025

How does Latitude integrate agents into my existing application?

Latitude provides an SDK and a REST API that let you call deployed agents directly from your code, keeping prompts versioned and separate from the application logic.

Asked by Dalia Haddad · Oct 19, 2025