Episode #60
Uncle Bob: Humans Are Too Slow for AI-Generated Code
"My working hypothesis is that human beings are too slow when dealing with code. If we're going to move at the speed of the agents, we're all going to have to back off a little bit and maintain high-level supervision." On this episode of HangarDX, Ankit Jain sits down with Robert C. Martin (Uncle Bob), co-author of the Agile Manifesto and author of Clean Code, to talk about: Why he stopped reading code, and the constraints he uses instead: unit tests, CRAP scores, mutation testing, and Gherkin, Why code review is slowing teams down, and why only humans can be responsible for what agents produce, and How a single engineer may now do the work of a team, and why Clean Code principles still apply. Note: At 17:05 Uncle Bob starts sharing his screen, so we recommend watching a video version of this episode to tget the full experience: https://youtu.be/5kCISBJwoZo Chapters 00:00 Introduction 01:48 How Uncle Bob codes today 03:12 What changed his mind about AI coding 04:52 Three constraints: unit tests, CRAP, and mutation testing 08:06 Aligning tests with intent 09:38 Gherkin and human-authored specs 11:00 Human judgment as the final arbiter 12:52 Small functions, readability, and complexity 13:20 Relaxing constraints as agents improve 13:54 Code written for agents, not humans 15:10 The future of code review and software teams 17:55 A dynamic UML tool for reviewing agent output 21:09 Architecture diagrams as a review surface 23:05 Disciplines every team needs 25:25 Why harness engineering is overrated 26:37 From harness to a single trusted agent 27:59 Are software factories doomed? 28:30 The AI exponential curve and its physical limits 29:30 Future optimizations and quantum computing 29:58 Responsibility and ownership of AI-generated code 32:26 Rewriting Clean Code for the AI era 33:30 Why Clean Code principles still apply Sign up for our email list for more podcasts, articles, events, and other updates: https://www.aviator.co/podcast ✏️ Subscribe for more videos: @Aviator-Co Join a curated community of senior engineers and engineering leaders focused on developer experience and solving productivity challenges at scale! Check out our upcoming off-the-record online sessions where vetted, experienced professionals can exchange ideas and share hard-earned wisdom: https://dx.community/ Replace code reviews with verified intent AI writes code faster than humans can review it. Aviator Verify provides compliance-grade verification through spec-driven development. Ship faster with complete audit trails. https://verify.aviator.co/
