Stop using AI as a chat box

Using AI as a simple chat box that generates code on demand leads to messy, unverifiable results. A better approach treats AI like an executive's assistant — handling mechanical tasks like investigation, code review, and QA reporting, while humans make the real decisions. By running AI workflows asynchronously before starting work, engineers arrive at tasks better informed, less mentally drained, and focused on judgment rather than syntax.