Linear Agents Are Lying to You

Most production “agents” are a single LLM prompt running on a timer with a list of tools attached. The model picks a tool, the tool runs, the result goes back into the prompt, and the loop decides whether to call the model again. Repeat until the model says it’s done or you hit a max-iterations limit. People call this an agent. It is closer to a while l…