TALKS & PRESENTATIONS

Deterministic Rails for Non-Deterministic AI

Early ideas from a master's capstone on Rails project setup and coding-agent workflows. Published benchmarks and concrete checks open a discussion about what helps agents deliver better changes, what it costs, and how to measure it.