I have one big problem with agentic engineering: I want agents to operate autonomously, but I also want granular, reversible control over ev…

I have one big problem with agentic engineering: I want agents to operate autonomously, but I also want granular, reversible control over every change they make. I could solve this by committing every intermediate step to Git, but that would completely pollute my repo history. So I built 𝗮𝗴𝗴𝗶𝘁: a Git-like CLI for local and remote (S3-backed) agent artifact storage, written in Rust 🦀. With aggit, my agents can stash intermediate work, create branches safely, restore previous states, and back up artifacts to my @RustFSofficial server with multi-instance replication support, all without touching the main Git repository. Once the results are ready, I can cleanly push the final changes to GitHub. Learn more → http://aggit.dev Install as an agent skill → 𝘯𝘱𝘹 𝘴𝘬𝘪𝘭𝘭𝘴 𝘢𝘥𝘥 𝘈𝘴𝘵𝘳𝘢𝘉𝘦𝘳𝘵/𝘢𝘨𝘨𝘪𝘵 Leave a ⭐ → http://github.com/AstraBert/aggit

Source: Jerry Liu (X) | 2026-05-11