Valid concern about determinism. Let me clarify: The AI layer translates intent → deterministic commands. It doesn't execute randomly. Example workflow: 1. Us

Valid concern about determinism. Let me clarify: The AI layer translates intent → deterministic commands. It doesn't execute randomly. Example workflow: 1. User: "install docker with nvidia support" 2. AI generates: ["apt update", "apt install docker.io", "apt install nvidia-docker2"] 3. Sandbox validates commands against whitelist 4. Execute deterministically 5. Verify installation The AI is the interface layer, not the execution layer. Commands are reproducible and auditable. We're also building dry-run mode so users can review before execution. Think of it like: AI = smart man page reader, not autonomous agent making random decisions. Open to feedback on making this more deterministic. What would make you more comfortable with the approach?