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The Gradients of Structural Friction: Why AI Upskilling Is Failing the Power Law

THE MRNA MANIFESTO

AI is transforming more than productivity—it is redefining how work is organised. As execution becomes automated, traditional teams collapse into AI-powered individuals and recombine into agile swarms. This article explores the future of work, organisational design, and why speed of recomposition will define the next generation of winners.

How understanding AI's constraints can lead to better collaborative development. The winners won’t be the best prompters but those who can dance better with AI.

How iterative AI development birthed a lightweight DSL for product specification, and why structured thinking is the missing layer between notes and code.