Skip to main content
Hands-on guides for the Instrument stage of the AX workflow: capturing traces and spans from your LLM and agent applications.

OpenInference Best Practices

Enrich auto-instrumented traces with LLM, tool, agent, chain, and session attributes.

Tracing Integrations

Use Arize integrations to automatically collect LLM traces.

Tracing & Evaluating a Customer Support Agent

Create and evaluate a custom support agent with Arize AX to improve performance.

OpenAI Agents Guide

Create and evaluate agents with the OpenAI Agents SDK in Arize AX.

Tracing AI Coding Agents

Capture sessions, turns, and tool usage from Claude Code, Cursor, Codex, and more.

Tracing a Customer Service Routing Agent

Trace a customer service agent that routes queries to the right tools.

Dual Tracing into Databricks Unity Catalog and Arize AX

Split-stream OpenTelemetry traces into both Arize AX and Databricks Unity Catalog.