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April 12, 2026

2026-04-12
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@alokbishoyi97 thread (3): @alokbishoyi97: for those of you who are autoresearc…

@alokbishoyi97threadx

TL;DR. Evo is an open-source Claude Code plugin that runs parallel agents in git worktrees to optimize your codebase against a benchmark, keeping only the wins.

Takeaways

  • Tree search over greedy hill-climbing: multiple forks from any committed node, with N parallel agents sharing failure traces so they don't repeat each other's mistakes.
  • Each experiment is a git worktree — commits on score improvement + gate pass, auto-discards and cleanup on regression, observable in a local dashboard.
  • Apache 2.0, no extra API keys: /plugin marketplace add evo-hq/evo then /plugin install evo@evo-hq-evo.