Michael Krupnyak

React, Java, TypeScript, Ember.js (Classic/Octane), Node.js. API contracts, architecture, and incremental modernization of long-lived codebases.

How to preserve decision context across human-AI handoffs, recognize when earlier evidence needs revalidation, and keep human judgment meaningful.

RecurseWright - small reproducible experiments, interactive artifacts, and tools for exploring how engineering decisions survive changing contexts. Building it while using it.

Happy to compare notes on React/Java engineering, long-lived codebases, Ember modernization, human-AI collaboration, and the experiments emerging from RecurseWright.