Alok Bishoyi @alokbishoyi97

for those of you who are autoresearch pilled , or have been meaning to get into autoresearch but dont know how - I shipped evo today - a opensource Claude Code plugin that optimizes code through experiments

you hand it a codebase. it finds a benchmark, runs the baseline, then fires off parallel agents to try to beat it. kept if better, discarded if worse.

inspired by @karpathy's autoresearch, but with structure on top:

- tree search over greedy hill-climb — multiple forks from any committed node
- N parallel agents in git worktrees
- shared failure traces so agents don't repeat each other's mistakes
- regression gates

Apr 12, 2026 View on X →

https://x.com/alokbishoyi97/status/2043251378374557824