About this site
I'm James Reagan, an AI engineer in Hawaiʻi. My blog is where I log the lessons learned on the job or through experimentation while building generative AI systems.
You can expect clear explanations, benchmarks, and first-principle thinking you can put to work. I write about:
- Building and scaling generative AI products
- Measuring what matters (speed, cost, quality)
- Developer workflows and tooling that stick
- Security, reliability, and other real-world tradeoffs
- New research translated for builders
No hype, just field notes on shipping real AI products and the art of being a builder.