k3s · two nodes · qwen2.5 7b local
Conversation practice against a local 7B model
Writing correction with typed error kinds
Decks generated from the corpus, with audio
Carioca slang database, fed by coach output
Samba, MPB, choro
Podcasts and audiobooks
Films, with transcript breakdown tooling
Node and pod metrics, k3s-adjusted scrape config
CPU inference, 20Gi limit, measured 4.6 tok/s
A homelab built from what was lying around. Which meant getting a real Linux onto Apple hardware, and finding out that the hard part is not the install. It is convincing the machine to let you.
The last ticket in the queue. A proof of concept for Stratis as a modern alternative to LVM plus XFS: build a pool, a filesystem, take a snapshot, and see how it differs from the LVM workflow.
Yesterday's containers vanished after a reboot. Wrap them as systemd user units so they auto-start even when nobody is logged in, and build a three-container pod for the API stack.
The dev team's stack is moving to containers. Stand up rootless nginx and redis under an unprivileged user, with a bind-mount, a persistent volume, and SELinux staying enforcing.
The hands-on version. Deploy the same database twice, delete a pod each time, and watch it vanish once and survive once, with the output you should see at every step.
What each one is, how you ask for it, when to reach for which, and why the difference decides whether your data is still there after a pod restarts.