Jamie Duncan

Career

Don't Let The Line Count Fool You. This Ain't Easy (yet)

I can't remember the last time I went a day without seeing an article about '[Google has 25% of code generated by AI](https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/)' or '[GitHub Copilot is writing 46% of code](https://github.blog/2023-06-27-the-economic-impact-of-the-ai-powered-developer-lifecycle-and-lessons-from-github-copilot/)' or '[Amazon Q has saved 4,500 developer-years](https://aws.amazon.com/q/developer/)'. The knowledge isn't in the line count. It's in how they got there.

February 15, 2026

Career

The Vibe Coding Executive Delusion

AI tools are genuinely transforming software development. But the flood of executives claiming to ship 10,000 lines of code while running companies reveals a fundamental misunderstanding of what we're building.

January 24, 2026

Technical

2025: The Year I Learned to Wrangle AI Agents

Reflections on a year of building with Agentic AI. The good, the bad, the lazy, and why I can't go back.

December 31, 2025

Technical

The Audience Has Changed: Why We Must Stop Coding for Humans

Generative AI isn't an evolution of software development; it's a revolution. To leverage it, we must stop optimizing codebases for human eyes and start building them for Agentic verification.

December 26, 2025

Technical

Resurrecting Family History in 90 Minutes: The Era of Personal Software

How I used Gemini CLI to turn a hacky weekend script into a full-featured family photo app in less time than it takes to watch a movie.

December 6, 2025