The real challenge with these agents is usually the "context ping-pong"—constantly switching between the editor, the docs, and the terminal to verify changes. By living directly in the shell, this starts to feel less like a chat interface and more like a specialized terminal multiplexer that actually understands the project state. It’ll be worth watching how they balance autonomy with safety as the tool evolves.