Writing / Thoughts

Notes on building intelligent software.

Working ideas about AI quality, product engineering, evaluation, and making complex systems understandable.

Coming soon · 6 min read

Why AI quality is more than model selection

Context, evaluation, product constraints, and feedback loops often matter more than changing models.

Coming soon · 8 min read

Building Congress for Normal People

How I approached a source-grounded legislative product for people who do not speak in bill numbers.

Coming soon · 5 min read

Lessons from shipping production AI

What changes when an AI prototype becomes software that people depend on.

Coming soon · 7 min read

Evaluating AI systems instead of prompts

Useful evaluation follows the full product path, not just the prompt and response.