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evo-hq/evo

Python Tracked since 2026-04-05 Updated 2026-09-12 View source ↗

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1.5k Stars

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

About

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.

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…

Excerpted from github.com/evo-hq/evo

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Stars 1.5k 2026-09-12
Forks 109 2026-09-12
Commits 458 2026-09-12
Releases 59 2026-09-12
Watchers 3 2026-09-12
Open issues 16 2026-09-12
Open PRs 21 2026-09-12