LangDB

A CNCF Sandbox SRE Agent that automatically analyzes infrastructure logs and metrics to assist with incident diagnosis and system operations.

AgentOps 是一个 AI Agent 可观测性平台，提供 Agent 监控、调试和评估功能，帮助开发者优化 Agent 性能。

OpenTelemetry instrumentation for AI observability, providing standardized tracing, metrics collection, and span definitions for LLM inference processes to help developers monitor and debug AI agent systems.

Opik 是一个开源的 LLM 应用可观测性平台，提供 Agent 追踪、评估测试、提示词实验管理等功能，帮助开发者监控和优化 AI Agent 系统。