Sets up observability for multi-agent Python applications. Detects the agent framework (LangGraph, CrewAI, Microsoft Ag…
Sets up observability for multi-agent Python applications. Detects the agent framework (LangGraph, CrewAI, Microsoft Agent Framework, Anthropic Agents SDK, OpenAI Agents SDK, smolagents, LlamaIndex, or no framework / Custom) and wires up the chosen backend (Arize Phoenix, Langfuse, SigNoz, Elastic APM, or LangSmith) with integration code, span attributes following OpenInference and OTel GenAI semantic conventions, context propagation, and validation. Invoke when the user asks to add tracing, monitoring, observability, telemetry, or LLM monitoring to their agent app, or mentions Arize, Phoenix, Langfuse, SigNoz, Elastic APM, LangSmith, LangChain tracing, OpenTelemetry, OpenInference, OTel GenAI, span hierarchy, token tracking, or agent handoff visibility.
hemachandrand
cli
free
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