This blog post explores how to train an AI agent to handle command-line tasks using synthetic data and reinforcement learning. It discusses the significance of this capability for improving software tools and outlines practical applications and methodologies for implementing such agents. The author, affiliated with NVIDIA, delves into the nuances of AI training in a coding context, emphasizing safety and efficiency.