A developer's benchmark of Google's Gemini 3.5 Flash Lite for human detection in a home surveillance system found the new model produced one false positive in 30 runs, while the existing Gemini 3.1 Fl…
A developer details their 2026 homelab stack, which runs across four machines including a Mac Mini, Ubuntu mini PC, Raspberry Pi 4, and Raspberry Pi 5 with Hailo 8 AI HAT. The stack uses Traefik for r…
A user reverse-engineered a FlexiSpot standing desk's proprietary protocol using an ESP32 microcontroller and Claude Code AI, enabling Home Assistant control. The same approach was used to hack a Plau…
The article describes the author's 2024 project of building a local, cloud-free Pi-based surveillance server using Frigate and a Coral TPU, housed in a rack-mounted Axzez Interceptor case. The author …
This article provides a guide for configuring the Frigate security camera software to use a Hailo AI coprocessor (such as the Hailo-8 or Hailo-8L on a Raspberry Pi 5) for object detection. The author …