one thing I’ve learned building AI agents is that the LLM is often the easiest part. The real challenge is deciding when an agent should reason, when it should retrieve information, when it should call a tool, and when it should hand the conversation to a human. I think reliable agents need clear boundaries between autonomous reasoning and deterministic business logic rather than trying to let the model control everything