Design CI/CD pipelines for AI apps and agents in Microsoft Marketplace

Discover how to design CI/CD pipelines for AI apps and agents selling through Microsoft Marketplace. This Marketplace Community article explains why controlling how changes reach production is essential for maintaining predictable behavior, reliability, and customer trust.

As AI systems evolve through updates to code, models, prompts, and agent logic, behavior can change in ways that impact cost, performance, and outcomes. Structured pipelines that isolate change, validate behavior, and enable safe promotion and rollback help ensure updates are introduced deliberately—without unexpected impact across environments or tenants.

Learn how to design CI/CD strategies that support safe iteration, controlled releases, and consistent behavior as AI solutions scale in Marketplace environments.
Read more: Design CI/CD for AI apps and agents selling through Microsoft Marketplace