Microsoft · AI-500
Release strategies, testing, and CI/CD
AI-500 · Lesson 16 of 16 · 2:14:23
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In this lesson
Prepare for the AI-500 exam (Microsoft Certified: Multi-Agent AI Solutions Expert). In this lesson: release methodologies (DTAP, blue-green, canary with quality gates, feature flags), multi-environment releases with per-environment configuration and Key Vaults, version manifests, tenant rollout tiers, and automated partial rollback, a testing strategy with unit, contract, integration, and regression tests plus automated evaluations, and CI/CD with infrastructure as code, OpenID Connect, dependency order, and approval gates. Includes three original practice questions.
Preview the topics
- Contoso wants to expose a new refund prompt to 5% of travelers, compare its quality with the current version, and widen exposure only if the scores hold. Which release method is this?
- Contoso’s integration test compares the planner’s itinerary text word for word with an expected answer, and it fails at random, though the itineraries are correct. What should the test do instead?
- Contoso’s staging and production Foundry projects keep drifting apart, because engineers change settings by hand. What should the team adopt?