How to monitor production AI agents: A simple breakdown

You don't know what your agent will do until it's in production. When you ship traditional software to production, you have a pretty good sense of what's going to happen. Users click buttons, fill out forms, move through paths you've already mapped out.When something breaks, you look through stack traces and logs. Agents are different. The input here is natural language, so the range of things people can ask is basically unlimited.The models behind them are sensitive to small changes in phrasing, can give y ...