Automation that actually understands your homelab.

More than 1000 ComfyUI servers are exposed to the internet. Attackers exploit misconfigurations to add instances to a botnet.

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.

AI chatbots make it possible for people who can’t code to build apps, sites and tools. But it’s decidedly problematic.