AAnyCapinanycap.hashnode.dev·Apr 4 · 6 min readHow to equip AI agents with real-world capabilitiesMost agents can reason. Far fewer can actually produce useful outputs. Every week, a new agent demo makes the rounds. It can plan, explain, and break a task into steps. Then you try to use it in a 00