What It Takes to Operationalize AI Agents in Federal IT: A Practitioner’s Perspective That's a problem because AI agents don't operate well in ambiguity. They need structured pathways: defined interfaces, known constraints, and predictable outcomes. If a human has to "know the right ... Published: 2026-03-30