Event-Driven AI Systems With Kafka and Autonomous Agents

Enterprise AI is moving beyond isolated prompt-response calls and toward systems that observe events, preserve state, invoke tools, and publish decisions back into operational workflows. In that setting, event streaming is not simply middleware. It becomes the record of how intelligent behavior unfolds over time.