Documentation Index
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Overview

Instrument

Overview
Instrument AI Coding Agents
Instrument Vercel Eve Agents
Instrument & Evaluate a Customer Support Agent
OpenInference Best Practices
Tracing Integrations

Observe

Overview
Online Evals & Monitoring for Agents in Production (Mosaic AI)
Designing Realtime Guardrails: Input, Output, and the Cost of Blocking

Evaluate

Overview
Evaluations Quickstart
Align LLM Evals with Human Judgment
Why Public Benchmarks Lie: Building Your Own Eval Harness
Trace-Level Evaluation: Beyond Input/Output Checks
Session-Level Evaluation: Scoring the Whole Conversation
Evaluating RAG Retrieval Quality and Correctness
Evaluate a Math Problem-Solving Agent Using Ragas
Pydantic Evals
Tracing and Evaluating Voice Applications
Audio Transcription And Evaluation With Gemini Flash
More Guides

Improve

Overview
Build, Test, and Optimize a Trip-Planner Prompt
Prompt Experimentation For Summarization Task
Text2SQL Application for Database Querying
Improving Structured Output Generation with Prompt Learning
Optimizing Coding Agent Prompts for Planning
Optimizing Coding Agent Prompts for Execution
Observe and Optimize Coding Agent Workflows
Optimizing Your Eval Prompts
Guardrails for Realtime Detection

Advanced Workflows

Overview
Evaluating Agentic RAG Using Arize AX And Couchbase
Product Recommendation Agent: Google Agent Engine & LangGraph
A2A Financial Trading Agents - Google ADK / MCP / Llama
Multi-modal Autonomous Browser Agent with LLama Models
Trace LangChain Agent & Microsoft Risk+Safety Evaluators (Microsoft Foundry)
Trace Red Teaming Agent (Microsoft Foundry)
Jailbreak and Prompt Injection Defense
Dual Tracing into Databricks Unity Catalog and Arize AX
AI Research

Improve

Guardrails for Realtime Detection

Ensure your production LLM applications output safe responses


Guardrail with RAG	Colab Link
Guardrails with Embeddings	Colab Link

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Optimizing Your Eval Prompts Overview

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