The AI Adoption Ladder: From First Licences to the Dark Factory
AI coding tools make individual developers faster, but delivery often does not improve at the same rate. AI did not remove the constraint; it moved it. A practical model for how teams move from first licences to agentic workflows and software factory patterns.
