OpenTelemetry - LangChain, LangGraph, OpenAI Agents and more
2 days ago
Monitor and debug your AI pipelines with production-grade observability:
- Full request tracing across LLM calls, chain executions, and agent workflows
- Automatic instrumentation for latency, token usage, and error tracking
- Zero-code instrumentation for supported frameworks
Key benefits:
- Identify bottlenecks in complex multi-step AI workflows
- Track costs with token-level granularity
- Debug agent reasoning paths and tool usage in production
- Correlate AI operations with upstream/downstream services
Supported frameworks
- Agno
- AutoGen
- BeeAI
- CrewAI
- DSPy
- Google ADK
- Haystack
- Instructor
- LangChain / LangGraph
- LiteLLM
- LiveKit
- LlamaIndex
- Mastra
- OpenAI Agents
- Pydantic AI
- Semantic Kernel
- SmolAgents
- Vercel AI SDK