A 20-Year Linux Veteran’s Obsession: Why I Built an "OS-Style" AI Agent System with One-Click Rollback

I’ve spent the last 20 years living and breathing open source, contributing to the Linux ecosystem and serving as a core creator of Linux deepin. If those decades have taught me anything, it’s this: the success of any system isn't in its flashy UI—it’s in the "plumbing." Lately, I’ve been diving deep into the AI Agent space. While frameworks like OpenClaw and Hermes are brilliant, I found myself frustrated by the "operational friction"—messy environment setups, permission chaos, and the nightmar