Autoresearch, Claude and Constrained Optimization
Summary
Elliot Smith investigates autoresearch with Claude Code by tackling a constrained file-compression task. He defines a measurable objective, imposes time bounds, and runs multiple autonomous iterations to improve compression, comparing against standard tools. The post candidly discusses cost, limitations, and the challenge of selecting robust metrics for real-world AI-assisted optimization.