AI Operation systems · AI Automation Society

AI Operation systems

I have quite a few questions. Everyone is talking about AIOS as their own product and the possibility of a monthly retainer, but since you mainly focus on the power of Claude Code, I’m not really seeing how this is actually deployed to clients.

Since Claude Code runs locally, you can do a one-time setup—folders, skills, config, context, etc.—and hand it over, but that’s where it ends. You don't have ongoing access to their local machine.

On the other hand, if Claude Code is only meant for developing these systems, and the actual client solution is built from scratch using the Claude API, then it kind of loses me. The raw API doesn't have "skills," plugins, or commands out of the box—it honestly doesn't even come close to a polished tool like Claude Code.

So, my main question is: What is your actual approach? How do you realistically build and deploy these AI systems in the way everyone describes?

Thanks a lot! 🙏

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