Architecture and Beyond

May 15, 2026 · R&D Management

Managing AI Coding: The Same Principles as Leading a Development Team

The article analyses how AI‑assisted coding turns software projects into black‑boxes, explains why responsibility shifts from code authors to managers, and proposes a four‑layer control framework—requirements, architecture, implementation, and release—to keep AI output reliable, auditable, and safe.