AI-Assisted Automated Performance Engineering: The Autoresearch Pattern That Made Ruby Templates 53% Faster

Originally published at lizecheng.net The autoresearch pattern is a closed-loop methodology where an AI coding agent autonomously proposes, executes, benchmarks, and accepts or discards code changes — running dozens of experiments per hour with no hu...