agent systems

Understanding Agent-Based vs. Agentic AI

Clearing the confusion between agent-based architecture and agentic behavior in AI.

5 minute read

In press and marketing, terms like “agent-based” and “agentic” are often used interchangeably, creating confusion even among seasoned technologists. This distinction isn’t just semantic nitpicking—understanding the difference has profound implications for how we build, deploy, and govern AI systems.