One Day, $1,000 in Tokens: An AI War Room for Legacy Code — Ford Prior, GEICO

Ford Prior, a senior staff engineer and tech evangelist in GEICO's claims technology group, describes an AI-native multiplayer war room built to unblock major, outer-loop software changes. The talk covers a one-day, $1,000 token experiment across rentals, damages, and salvage legacy domains, the FleetKit markdown rulebook that steers the agent fleet, the worksheets and design artifacts it produced, and the cost, model-selection, and tooling lessons that shape what comes next.