My iPhone 8 Refuses to Die: Now It's a Solar-Powered Vision OCR Server

HomePods perform real-time vision processing on multiple camera streams for HomeKit. However, the primary quality challenge lies in the video quality of HomeKit-enabled doorbell cameras that can consistently stream to Wi-Fi. For instance, my doorbell operates on 2.4 GHz Wi-Fi, resulting in highly compressed video streams. This compression likely impacts the results.

The range of HomeKit-enabled doorbells and cameras is disappointing to begin with and even worse when removing options that require a proprietary adapter box and/or subscription. The best option at the moment seems to be a Ubiquiti setup that integrates into HomeKit by way of Homebridge or other similar solutions rather than anything that supports HomeKit specifically.

At this point I'd just avoid HomeKit entirely.

Any sort of automation in Home app besides 2-3 line demo is quickly turning into nightmare, you are locked in bunch of annoying limitations and devices are always costing more than open source alternative.

It’s the smart home ecosystem that the FOSS world has kind of coalesced around, though (see HomeBridge, HomeAssistant, etc). The others are all much more centered around someone else’s servers and subscriptions and offer little to no possibility of running things locally.