Summary
Nate Herk interviews Dave, a Python developer of more than ten years whose team at Glido has delivered over 50 AI solutions, about how AI coding agents are changing software development. Dave says he no longer writes code by hand, instead working entirely through Codex and Claude Code, and estimates a solid 10x gain in production-ready output compared with 2022.
The conversation covers how even people with limited technical backgrounds can now build and sell software products. Dave describes his own shift from a Python and backend focus to shipping front-end work in JavaScript with the help of coding agents. He also explains why he has moved away from plan mode toward building first, often on a separate branch of the production codebase, a style he calls intent-driven development. He attributes the change to better models and harnesses that fold planning into the model’s own behavior.
The discussion also addresses the risks of scaling, including data privacy obligations and security breaches that cannot be undone once personal data leaks. Aspiring AI builders and automation freelancers will find practical perspective on workflow, tooling, and the responsibilities that come with shipping software to real users.
📺 Source: Nate Herk | AI Automation · Published October 02, 2026
🏷️ Format: Interview
