Copilot Agent Test Automation: From Prompt to Production with Confidence

Building a great Copilot Studio agent is one challenge — making sure it behaves reliably across updates, environments, and data contexts is another. In this session, we’ll take a deep dive into automating testing for Copilot Studio agents, covering everything from conversational accuracy to action execution and connector integration.

You’ll learn how to:

• Design testable agent architectures and define clear validation criteria for prompt-driven logic

• Generate test cases automatically from natural language scenarios using tools like Agent Explorer or custom frameworks

• Leverage environment variables, mock connectors, and sample datasets to achieve consistent and repeatable outcomes

• Identify prompt drift, inconsistent responses, or incorrectly triggered actions early in the development lifecycle

• Implement review and approval workflows as part of your Copilot governance strategy

Through live demos and practical patterns, you’ll see how to introduce reliability, transparency, and trust into your Copilot Studio agents — ensuring every published version behaves exactly as expected, regardless of who uses it.