Every tool call is a chance to prompt

There’s a subtlety in building AI agents that took me an embarrassingly long time to appreciate: your tool responses are prompts! So many tools and MCP servers treat outputs as mere data pipes: the model calls a function, the function returns a result or an error code, and that’s the end of it. But that mindset overlooks a powerful design opportunity. Tool responses are language , and that means…