AI Software Factories Are the Next Big Thing (And I'm Building You One)

YouTube · Watch/Read · (gathered 2026-09-04)

• Cole Medin is betting big on “AI Software Factories” (also known as “dark factories”) as the next evolution of AI coding, where a Product Requirements Document (PRD) autonomously generates, reviews, merges, and deploys code to production without human intervention.
• Inspired by Dan Shapiro’s “five levels of AI coding” (specifically Level 5 autonomy), Cole successfully built his “DynaChat” AI tutor application end-to-end using a dark factory, without writing or looking at a single line of code.
• He is now building an open-source AI software factory, shifting his content philosophy to provide a ready-to-use tool (running Archon workflows) that can be downloaded and immediately used to build software from a PRD.
• While still in alpha, he believes these factories are already productive for rapid prototyping and spiking product ideas due to the cost-effectiveness of LLMs.
• To further test reliability, Cole plans to build more complex applications, specifically video games, with the factory, promising that following his journey will offer lessons on making coding agents more reliable for all levels of autonomy.