Your Agent's Tools Are Dead Data
Today's AI agents can call tools, but ... they cannot evolve them. The bottleneck isn't reasoning or context length. It's representational: actions, traces, and plans live in incompatible formats that prevent agents from inspecting or composing their own capabilities…