AI agent works fine in a demo. Then it hits production and breaks. It calls the wrong tool. It forgets earlier steps. It fails silently, and notices when a customer complains.This appears because most teams skip a hard question first: what AI agent infrastructure do you really need? The answer isn’t one tool. It’s a…

It’s Not Just About the Model A lot of people think building an AI product starts and ends with choosing a model. GPT, Claude, Llama, embeddings, vector databases, all of that matters. But once you start building something real that users actually interact with, you quickly realize the model is the easiest part of the…