autosearch-hitl

Use when you want to make something measurably better and let the agent do the trial-and-error for you — for example "make this faster", "how can I improve this?", "reduce cost/memory", "increase test coverage", or "make this search return better results" (also tuning an LLM training run). You don't need to know the metric upfront; it helps you set one. It keeps a metric, tries ideas in an isolated copy, keeps what improves and reverts what doesn't, and stops when it stops getting better.