Stealth software factory reports patterns from 12,000 agentic code reviews over six months

According to Watson Labs, a stealth software factory (Gymwasp) using agentic workflows processed 372 issues over six months with no human code review, instead routing humans to plan validation and product decisions. The factory deployed seven parallel reviewer agents per change, each with narrow briefs and exclusion lists to avoid duplicate findings. Watson Labs reports that most teams lack measurement systems for agentic review effectiveness beyond deployment speed or issue volume.