Notes from the plant room.

What we have learned installing this kit in houses people actually live in — the parts that work, the parts that are oversold, and the decisions worth getting right early.

MCP

MCP, and what it means for a house

The Model Context Protocol gives an AI assistant a described, permissioned way to operate real systems. That is a bigger deal for home automation than it sounds.

Voice

Voice assistants that do not need the cloud

Local speech recognition and language models are now good enough for a house. What that changes, and where voice is still the wrong interface.

AI

What AI actually does in a house

Stripping the marketing out of it. Four things machine learning genuinely changes about living in an automated home, and several it does not.

Home Assistant

Home Assistant in a house you actually live in

It is the most capable home automation platform available and it is free. Neither of those facts makes it the right answer for every house.

Matter & Thread

Matter, honestly assessed

The interoperability standard did not fail, and it did not deliver what the announcements promised. Here is what it means on a real project.

UniFi

Designing a UniFi network for a large house

Where the defaults are fine, where they will bite you, and the handful of decisions that determine whether the Wi-Fi is still good in five years.