Using Autoresearch Project to Build The Fastestest Java Decompiler

Most people first see this Andrej's Autoresearch project as an ML autotuning setup: an agent edits one file ( train.py ), runs short experiments, and keeps only measurable improvements. Under the hood, though, the real value is not “LLM training.” The real value is the architecture: a closed-loop research system with explicit goals, constrained change scope, objective evaluation, and hard…