Show notes
Stephen O'Grady sits down with Adam Jacob, CEO and Co-Founder of System Initiative, for a candid conversation about what it actually feels like to build software in the age of AI agents. Adam describes his team's decision to go "absolute AI maximalist," letting a five-person crew produce 150,000 lines of TypeScript that no human has fully read, and why that experience broke every assumption he had about estimation, trust, risk, and team dynamics. The two trace the emergence of three distinct camps in the developer world: skeptics, cautious adopters still treating AI as fancy autocomplete, and a growing third group who are no longer writing the software they ship but instead building the systems that build it. Adam argues the shift is less about cost reduction than raw velocity—an orders-of-magnitude increase in pressure that will burst every existing process, compliance framework, and social norm in software development. Along the way, they explore why the old practice of user acceptance testing is suddenly relevant again, why domain-driven design matters more than ever when you can't read every line of code, and why the magnitude of this transition may rival the transistor. Adam closes with practical career advice for engineers: learn software architecture, study systems design, and start building agents at home, because the people who understand how to construct the machine that constructs the software will define the next era.Show notes: https://redmonk.com/videos/adam-jacob-ai-maximalistChapters00:00 Introduction to AI and Reality01:42 Adam's Journey with AI05:19 The Shift to AI Maximalism09:49 The Three Camps of AI Users12:41 Building Software with AI19:23 Implications of AI on Software Development23:52 Navigating the Evolving Landscape of Software Development29:38 The Impact of AI on Software Engineering35:15 The Infinite Demand for Software43:41 Career Advice for Aspiring Engineers