
概览
主要功能
- 会话回放与追踪分析
- 代理测试与模拟
- 成本与 token 跟踪
- SDK 与代理框架的集成
- 错误与回归检测
- 生产监控仪表盘
价格
- 模型
- Freemium
- 评分
- 4.3 / 5 (6)
使用场景
调试生产环境中的代理故障
回放代理会话,检查工具调用、提示和错误的追踪,以精准定位代理失常原因并快速修复问题。
在部署前捕获回归
运行模拟并将更改与先前代理版本基准对比,检测回归问题,确保更新推送给用户前无错误。
跟踪 LLM 成本与 token 使用
监控代理运行过程中的 token 消耗与支出,优化提示、控制成本,并精确预测预算。
实时监控代理性能
使用生产仪表盘实时跟踪代理健康、错误率及行为,覆盖已部署的 LLM 驱动应用。
优点 & 缺点
优点
- 详细的会话回放与追踪可视化
- 兼容主要代理框架
- 将监控与评估工具结合
- 帮助跟踪成本与 token 使用
缺点
- 面向开发者,不适用于非技术用户
- 需要对代理代码进行仪表化
- 对已在生产环境运行代理的团队最为有用
评测
6 个评分的平均值。
登录以留下评测。
Does the job
Pretty happy overall. Cost and token tracking just works and detailed session replay and trace visibility. Geared toward developers, not non-technical users can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Does the job
Pretty happy overall. Error and regression detection just works and works with major agent frameworks. Geared toward developers, not non-technical users can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Compared a few options
Evaluated this against two competitors. Where it wins: session replay and trace analytics and combines monitoring with evaluation tooling. Where it lags: geared toward developers, not non-technical users. On balance the feature set — especially session replay and trace analytics — justifies the 4 stars for our use case.
Years in this space
I've evaluated a lot of these over the years. What stands out here is agent testing and simulation — handled better than most — and detailed session replay and trace visibility. Worth the time if this is your use case.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on error and regression detection, and detailed session replay and trace visibility caught me off guard. still, I'd recommend giving it a real trial.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on production monitoring dashboards, and works with major agent frameworks caught me off guard. Requires instrumentation of agent code is why this isn't a perfect score, still, I'd recommend giving it a real trial.
问答
暂无问题 — 来当第一个提问的人吧。
提问
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