AI agents are easy to demonstrate and yet surprisingly difficult to productionize for consistent value.
A basic AI agent can receive a prompt, call an LLM, use a tool, and return a response. That is enough for a prototype.
Production systems are different.
A production AI agent needs to:
Manage state






