{"repo":"evo-hq/evo","free":true,"listed":false,"github":"https://github.com/evo-hq/evo","clone":"git clone https://github.com/evo-hq/evo.git","description":"turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.","language":"Python","stars":1375,"topics":["agent-skills","autonomous-agents","autoresearch","claude-code","code-optimization","codex","evolutionary-algorithms","llm-agents"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"evo Get started with autoresearch on any codebase - with two simple commands. Do you want to do more with autoresearch or need a custom, hands-on deployment? Request access to evo platform or email hello@evo-hq.com. --- Try it · Install · How it works · Dashboard · Upgrading A plugin for your agentic framework that optimizes code through experiments You give it a codebase. It discovers metrics to optimize, sets up the evaluation, and starts running experiments in a loop -- trying things, keeping what improves the score, throwing away what doesn't. Inspired by Karpathy's autoresearch -- where an LLM runs training experiments autonomously to beat its own best score. Autoresearch is a pure hill climb: try something, keep or revert, repeat on a single branch. Evo adds structure on top of that idea: - Tree search over greedy hill climb. Multiple directions can fork from any committed node, so exploration doesn't collapse to one path. - Parallel semi-autonomous agents. Spawn multiple subagents and run them simultaneously, each in its own git worktree. Each subagent reads traces, formulates hypotheses, and can run multiple iterations within its branch. - Shared state. Failure traces, annotations, and discarded hypotheses are accessible to every agent before it decides what to try next. - Gating. Regression tests or safety checks can be wired up as a gate. Experiments that don't pass get discarded. - Observability. A dashboard to monitor your experiments. - Benchmark discovery. The d","default_branch":null,"files":null,"tree":[],"storefront":"/r/evo-hq","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/evo-hq/evo/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}