A Gauntlet Loop is an agentic AI workflow in which a lead agent breaks a broad goal into small, independently judgeable pieces, assigns them to specialist builder agents, and routes every result through a separate judge agent that compares the work against a quality bar. The pattern was popularized by Matt Shumer’s July 2026 “Claude… Continue reading Gauntlet Loop: How AI Agents Build, Judge, and Fix Work