Roblox improves AI code review acceptance with exemplars

Andrew Swerdlow, VP of Engineering at Roblox, discusses how the company builds trust in autonomous AI agents to review, test, and deploy code. Roblox mines historical code review comments to create organization-specific rules called exemplars, lifting AI review acceptance rates to nearly 70%. Swerdlow explains how this shifts engineering toward specification-driven development and requires new approaches to measuring productivity and costs. Open article →