The distinction between AI agents and agentic AI has become critical for developers building containerized applications and microservices. While these terms sound similar and often get confused in technical discussions, they represent fundamentally different architectural patterns that directly impact how you design and deploy AI systems in Kubernetes environments.
Microservices architecture and agentic AI may seem comparable at first glance. Both approaches tackle complexity by breaking big problems into smaller components that run on a…








