My homelab in five layers

My homelab in five layers, October 2026

One picture of everything that runs in my house, from Google Cloud down to a kitchen tablet, and the rule that made it calm: the layer that holds the context is the one that never sleeps.

Homelab & AI · October 15, 2026 · 6 min · Raiko Mesterheide
Where the two seconds go: the voice pipeline stage by stage

The voice box, measured: where two seconds really go, and the one-second trick that fixed the feeling

Three days of timestamps on a Home Assistant voice assistant: cloud versus on-prem on one device, a local voice that ties with Azure in a blind test, a 4090 that finally earns its place, and a filler word in the firmware that changed nothing in the numbers and everything in the conversation.

Homelab & AI · October 10, 2026 · 10 min · Raiko Mesterheide
A voice assistant for a five-year-old

A voice assistant for a five-year-old, built on Home Assistant and Claude

Two evenings from unboxing to a kid asking why the sky is blue. What was slow, what was wrong, and why the two expensive computers in the house ended up doing nothing.

Homelab & AI · October 8, 2026 · 6 min · Raiko Mesterheide