AI Software Development

AI Shifts Software Teams From Capacity To Judgment

AI coding agents are eliminating implementation bottlenecks, forcing a strategic pivot toward product judgment and architectural governance. This analysis details the new team ratios, the four-band workflow model, and the critical role of human-led design in the AI era.

Mar 24, 2026 · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow · 5 min read

Phoenix Architecture: Regenerative Software Strategy

Chad Fowler outlines Phoenix Architecture, a framework for treating code as disposable build artifacts. This analysis explores how spec-driven development, immutable infrastructure principles, and AI-generated code can transform software durability and operational efficiency.

Software Engineering AI Strategy Technology Trends #Phoenix Architecture #AI Software Development #Regenerative Code #Spec-Driven Development