Claude Code native build of `autoresearch`: an autonomous experiment loop that writes session files, benchmarks changes, logs results, and keeps iterating until interrupted.
ccar enables an autonomous loop where AI iteratively experiments with code changes, benchmarks performance, logs outcomes, and refines until interrupted, all locally.
How It Works
You hear about a smart helper that lets AI automatically tweak and improve your code by testing ideas on its own.
Run a simple installer script, and everything gets ready in your coding space with one easy step.
Navigate to the piece of code you want to make faster, smaller, or better in some measurable way.
Give it a clear goal like 'speed this up' and watch the AI start experimenting, testing, and refining automatically.
It tries changes, measures results, keeps winners, tosses losers, and builds a history of what works best.
Glance at the status to see improvements, best results so far, and decide when to wrap up.
Your code is now optimized with proven improvements and a full record of the journey.
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