Machine Heart

Jul 18, 2026 · Industry Insights

How a Self‑Driving Company Tripled Code Output Without Raising Incidents

Replit’s self‑driving company model lets humans set goals while AI agents handle data gathering, task execution and verification, resulting in a near‑threefold increase in code output, stable review times, unchanged incident rates, and faster product delivery across the organization.