Optimize your agents

After you build and deploy your agents, Gemini Enterprise Agent Platform provides a comprehensive suite of tools to monitor, evaluate, and optimize agent performance. This ensures that your agents are not only meeting end-user expectations but also continuously improving in quality and efficiency. With robust observability and evaluation capabilities, you can gain deep insights into agent behavior, identify areas for enhancement, and automate quality control, creating a powerful flywheel for continuous improvement.

  • Observability: Gain deep insights into agent behavior and performance by viewing traces and understanding agent relationships.
  • Evaluation: Continuously measure and improve agent quality through offline, online, and simulated evaluations, metric management, results analysis, and prompt optimization.

Observability

Understand agent behavior.

Overview

Observability overview

Get an overview of observability in Google Agent Platform.

Guide

View agent traces

Learn how to view agent traces in Google Agent Platform.

Evaluation

Evaluate agent quality with the integrated Gen AI Evaluation service.

Overview

Agent evaluation

Learn about agent evaluation in Google Agent Platform.

Guide

Evaluate your agents

Create and deploy a basic agent and use the Gen AI evaluation service to evaluate the agent

Guide

Run Offline Evaluations

Learn how to run offline evaluations in Google Agent Platform.

Guide

Simulate agent behavior

Learn how to simulate agent behavior in Google Agent Platform.

Guide

Continuous evaluation with Online Monitors

Learn how to use online monitors for continuous evaluation in Google Agent Platform.

Guide

Manage evaluation metrics

Learn how to manage evaluation metrics in Google Agent Platform.

Guide

Analyze evaluation results and failure clusters

Learn how to analyze evaluation results and failure clusters in Google Agent Platform.

Guide

Configure quality alerts

Learn how to configure quality alerts in Google Agent Platform.

Guide

Optimize agent prompts

Learn how to optimize agent prompts in Google Agent Platform.

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Last updated 2026年09月02日 UTC.