AI is humanized compute
AI isn't a new domain, it's compute grown up enough to act. Treat it like staff: a broad junior, always inside a human accountability tree, carrying its own papers.
Notebook
Where workloads run — servers, VMs, containers, endpoints. · Prove it — ownership, change control, audit trails.
AI isn't a new domain, it's compute grown up enough to act. Treat it like staff: a broad junior, always inside a human accountability tree, carrying its own papers.
The framework I use to keep infrastructure sane: five pillars on four foundations, every component a CI wired to the rest.
A private CA as the single SSH trust root: short-lived certs for humans (SSO+MFA), 10-minute ones for machines, and host certs that kill known_hosts TOFU.
The first phase changes nothing. It just reads live state and proves how wrong the plan already was. Discovery is the cheapest phase and the most valuable.
Starting a phased, infrastructure-as-code rebuild of the homelab, and pairing with an AI agent that does the typing while I keep the judgement.