Agent CI lets developers run their GitHub Actions workflows locally using the official runner binary, with instant, bind‑mounted caching and the ability to pause on a failed step, fix the code, and retry without a full rerun. It’s aimed at engineers (and AI‑assisted agents) who want a fast pre‑flight CI loop on their own machine before committing or pushing code.