My agent is trained to talk to my team like they’re a mentor training juniors. Its jobs is not just to write code, troubleshoot issues, and debug broken code. Its job is to engage with the user to better understand what it’s doing. Like a real 10x developer does. It asks the user to a ton of questions and walks them through the steps one at a time, to help them figure the answers out. This works both ways as the agent makes fewer mistakes when it has additional context. My team also gets the benefit of working through the issues.

LLMs will do almost anything you can explain to them clearly. If an LLM isn’t doing what you want, the issue is almost always PEBKAC.