If you’ve ever built an AI agent that suddenly returns “I’m not sure” where your code expected a numeric price, or watched a production pipeline crash because a language model decided to invent a field name on a whim — you already understand why structured output enforcement is one of the most important skills in … Read more
Every skilled human conversation partner does something remarkable: they remember what was said five minutes ago, an hour ago, and sometimes years ago — and they know which memories actually matter right now. Building AI agents that can do the same is one of the most practical and rewarding challenges in agent engineering today. If … Read more
You built an AI agent. It works great on your laptop. You deploy it to production — and three days later, a user reports it gave completely wrong advice. You check the logs. There are no logs. You have no idea what happened. This scenario plays out constantly in AI engineering teams that ship first … Read more