Article: Architecting Autonomy at Scale: Raising Teams Without Creating Dependencies

Modern engineering needs a shift from "gates" to "guardrails." Scale via decentralized architecture that treats teams like adults—building judgment through Socratic coaching, shared platforms, and automated drift detection. Move beyond bottlenecks to an interdependent model where AI governance and ADRs preserve context without killing velocity. Empower autonomy while maintaining alignment. By Shweta Aggarwal, Ron Klein