Writing

A collection of technical notes, experiments, ideas and things I've been building.
- Jev ExplainedJev by TypeSafe AI is a System One model for fast typed decisions: how its Choice, Score and Noul primitives work, what it costs, and where it fits beside an LLM.
- Context vs Loop vs Harness EngineeringHow context engineering, harness engineering, and loop engineering differ, where they overlap, and how to build a simple production-style agent system.
- I made a visualization tool for ML algorithmsConfluence is a playground for learning ML by watching it work: 38 real scikit-learn algorithms, decision boundaries you can poke at, and training you can scrub through frame by frame.