Open Internet by MindsNet

Managing Production AI Agents as a New Infrastructure Pattern

The author struggles to classify production AI agents within existing infrastructure patterns (web app, batch job, microservice). They face issues with state management, timeouts, SLO models, and deployment strategies due to the agents' unique characteristics, such as carrying conversation state and responding to webhooks in seconds.

Computing & Technology, Computer Science, Machine Learning