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Observability
AgentOps
Observability and analytics platform purpose-built for autonomous AI agents.
Overview
AgentOps provides SDKs for Python and JavaScript that automatically track agent actions, tool calls, memory states, and reasoning steps. It offers a dashboard for session replay, cost tracking, and performance benchmarking across agent runs.
Best for
- multi-agent orchestration
- session replay
- agent debugging
Trade-offs
vs LangSmith
AgentOps is specialized for autonomous agent workflows and session replay, while LangSmith provides broader LLM pipeline tracing and dataset evaluation capabilities.
What XeroHack pre-wires
When you pick AgentOps in the interview, the engine emits these files into your scaffold:
- agent session tracker
- tool call logger
- cost/per-session analytics
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