AI agent evaluation setup and execution checklist
Steps to set up and run evaluations for your AI agent.
Before or after
after agent development
Context
Evaluating AI agent performance and reliability.
What it does and when to use it
A checklist for setting up and executing evaluations for AI agents. It includes generating test cases, running metrics, and reviewing the results to ensure the agent performs as expected.
Why it works
Ensures a systematic approach to evaluating AI agents, leading to more reliable and production-ready applications.
Sources and credit
- Build an AI agent without leaving VS Code ↗Microsoft Developer · Microsoft Developer on YouTube · Sep 3, 2026 · quoted as shared
First seen on Subvolts Sep 3, 2026. Updated Sep 11, 2026. Spotted a problem? Tell us.
Where it shows up
- Build an AI agent without leaving VS CodeMicrosoft · Microsoft Developer on YouTube · Sep 3, 2026
Related in the PlaybookPlaybook →
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- WorkflowBuild and test an AI agent using Microsoft Foundry ToolkitCreate, configure, test, and evaluate an AI agent within VS Code. · 60 min
- ChecklistChecklist for production-ready AI agent refactoringSteps to ensure an AI agent is production-ready after refactoring. · 20 min
- HeuristicDon't Wait for Models to Improve for Your TechActively improve AI agent performance by controlling their information sources. · 15 min
- ToolMicrosoft Foundry Toolkit for building AI agents in VS CodeBuild, test, and deploy AI agents directly within your VS Code environment. · 30 min
- HeuristicStandardize AI Agent Tool Integration for ProductionUse standard protocols like MCP to ensure AI agents can reliably call tools in production. · 15 min
- WorkflowUse agent apps to scope, secure, roll out, and ship a featureLeverage GitHub agent apps to analyze data, check dependencies, set feature flags, and assess deploy risk. · 30 min
Questions people ask
- Which AI tools does this work with?
- Any current model. It was seen with Copilot in the sources.
- Where did this come from?
- Microsoft Developer (Microsoft Developer on YouTube). Subvolts collected, normalized and credited it; the link above opens the original.