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

Shweta Aggarwal, Ron Klein — Fri, 27 Mar 2026 09:00:00 GMT

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

Article: Architectural Governance at AI Speed

Kyle Howard, Christian Johansen, Dana Katzenelson, Brian Rhoten, Warren Gray — Thu, 26 Mar 2026 09:00:00 GMT

In the GenAI era, code is a commodity, but alignment is not. Traditional review boards can't scale with AI-generated output. This article explores "Declarative Architecture" - transforming ADRs and Event Models into automated guardrails. Move beyond "dumping left" to a model where the conformant path is the path of least resistance, enabling decentralized governance without losing cohesion.

By Kyle Howard, Christian Johansen, Dana Katzenelson, Brian Rhoten, Warren Gray

InfoQ - AI Architecture - Articles

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

Article: Architectural Governance at AI Speed