$ tail -f ~/devlog
Devlog
Working notes from things I've built — mostly home Kubernetes, AI tooling and infrastructure experiments. Documentation for future-me.
What is LoRA, and why does everyone use it?
A short, picture-led primer on Low-Rank Adaptation — the trick that makes fine-tuning huge models tractable on a single GPU.
#lora
#ml
#primer
#fine-tuning
The Cosy Norwegian
A rank-24 LoRA fine-tune of CosyVoice 3, because Norwegian deserves an open voice.
#tts
#cosyvoice
#lora
#norwegian
#learnloop
#huggingface
#devlog
WIP: My first Operator and CRDs
Writing a Kubernetes operator in Python with Kopf to manage Keycloak realms and OIDC clients declaratively.
#k8s
#operator
#crd
#keycloak
#python
Devlog: Integrating ComfyUI with Open WebUI
Bolting a Stable Diffusion 3.5 image generator onto my home Open WebUI install, on top of Kubernetes.
#k8s
#gpu
#openwebui
#comfyui
#devlog
Devlog: Setting up Open WebUI in K8s with GPU
Bringing a juicy RTX 3090 into my home Kubernetes cluster, with NFS storage and the NVIDIA GPU operator.
#k8s
#gpu
#openwebui
#devlog