When code is abundant

· · Aug. 24, 2026, 6:30 p.m.
Summary
The blog post discusses the transformative impact of large language models on software development, emphasizing that code production is becoming abundant, which shifts the primary challenges from generating code to trusting it. It outlines how organizations like GitLab, Stripe, and Spotify are adapting their engineering processes to accommodate AI-generated code, focusing on verification, governance, and the evolving roles of engineers and non-engineers in the development lifecycle. The need for a new architecture that supports agent-driven development with robust governance and context is highlighted, as well as the ongoing changes in how software is built and managed.