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What Is Agent Assurance: AI Agent Testing Explained tutorial!

TestMu AI (Formerly LambdaTest)

8 views30 Oct 2026

YouTube

Full AI agent testing tutorial: what Agent Assurance is, how it works, and a live demo that catches a real bug in a support-ticket agent. πŸ‘‰ Try Agent Assurance: https://www.testmuai.com/agent-assurance/?utm_source=youtube&utm_medium=organic&utm_campaign=what_is_agent_assurance πŸ“’ Agent Assurance by TestMu AI: Test how your AI agents actually behave across workflows, tools, and actions. Catch failures and vulnerabilities before they ship. Agent Assurance tests AI agents that take actions: it reads the agent's code, writes test scenarios, runs them against the real agent, and checks each result against evidence of what actually changed. What you'll learn: βœ… Why AI agents that call tools and change records can't be tested with fixed input/output tests βœ… How AI agent evals, observability/tracing and prompt testing differ from evidence-based agent testing βœ… Pass / Fail / Unable to Verify, and the assurance gap βœ… How flaky runs are kept apart from real regressions βœ… Live demo with the Rook CLI: explore β†’ generate scenarios β†’ connect via curl β†’ run β†’ review evidence βœ… The real bug found: "download" contains "down", so a minor issue was rated a P1 outage πŸš€ Start your free trial: https://www.testmuai.com/agent-assurance/ πŸ“¦ Install: npm install -g @testmuai/rook (Node 22+) or brew install lambdatest/rook/rook πŸ“– Quickstart: https://www.testmuai.com/support/docs/agent-assurance-quickstart/ πŸ’» GitHub: https://github.com/LambdaTest/rook ⏱️ Chapters 00:00 What Is Agent Assurance? AI Agent Testing Explained 00:30 Why AI Agents Are Hard to Test 01:01 Which AI Agents to Test: Support, Coding, IT 01:36 AI Agent Evals vs Observability vs Prompt Testing 02:22 Non-Deterministic Agents & Flaky Tests 02:41 How It Works: Reading the Agent & Writing Scenarios 03:19 Connecting Your Agent: One Setup Step 03:34 Running the Agent & Judging Against Evidence 04:02 Pass, Fail, Unable to Verify & the Assurance Gap 04:38 Staging, Safety & CI/CD Pipelines 05:03 Demo: Testing a Support Ticket Triage Agent 05:28 Sign In & Explore the Agent with Rook 06:31 Generate AI Agent Test Scenarios 07:13 Curating the Test Suite 07:41 Connecting the Agent with a Profile (curl) 08:21 Running the Tests: A Real Bug Found 09:07 Local Viewer: Evidence for Every Verdict 09:34 Agent Assurance Dashboard on TestMu AI 10:04 Recap & How to Install #AIAgentTesting #AgentAssurance #AIAgents #SoftwareTesting #TestMuAIttps://testmuai.com

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