ArchitectureHow to give an agent hundreds of tools without sending hundreds of tools
Give one agent every tool your platform has and you hit a wall: send everything and blow the provider limit, truncate and quietly lie, or go narrow and blind the orchestrator. The fix is to unbundle awareness from authority. Here are the measured numbers.
AI automationAI automation, and where it should stop
AI automation, orchestration and autonomous agents are not the same thing. What each one delegates, where automation goes wrong fastest, and why the useful question is whether you can gate it and reconstruct it afterwards.