This article discusses the importance of choosing the right AI tools for specific problems, cautioning against over-engineering. It emphasizes that while AI can enhance development, simpler solutions may be more effective in certain situations.

This article outlines how the Sora Android app was developed in just 28 days using Codex. It discusses the challenges and advantages of integrating Codex into the engineering workflow, emphasizing the importance of clear guidance and context for effective collaboration.

In 2026, coding will accelerate dramatically due to advanced AI tools, allowing developers to produce vastly more code. However, organizations must adapt their processes to handle this increased output effectively; otherwise, they risk bottlenecks in review and deployment. The future of software delivery will depend on optimizing the entire pipeline, not just the coding phase.

The article argues that we are entering a new phase in software development, likening it to the Cambrian explosion in biology. AI coding tools have advanced significantly, allowing rapid creation of software, but they still fall short in critical areas like system architecture and security. As a result, skilled engineers will be essential to manage the influx of new software and ensure quality.