Week-long exhaustive RF campaigns are costly andslow to iterate. We show that agentic sweeps can synthesizea one-hour acceptance test that statistically approximates theconclusions of a week-long grid, with explicit confidence tracking.Building on probabilistic boundary discovery [1], ghost-mode costanalysis [2], drift-free parallel scheduling [3], and SLA quantileenvelopes [4], we construct a minimal test set that (i) … Continue reading Minimal-Data Validation for Fielded RF Systems