phases

Ben Burtenshaw outlines a non-sequential categorization for AI model shops in 2026, covering phases like pre-blog, pre-lab, pre-model, pre-rsi, and pre-cloud, emphasizing the need for updated thinking beyond traditional 'pre-product' concepts.

Matt Pocock shares his seven phases of AI-powered development, emphasizing the need for more structure in the pre-PRD phase.

First survey covering all 4 phases of AI in academic research, outlining 5 core principles for AI integration.