Benchmarks for Qwen's new hybrid-attention MoE at its native 262K context on a 128GB M5 Max: the architecture that makes it fit, the day-0 recipe, and a depth sweep from 0 to 262K tokens.

A late-1990s DSC PowerSeries panel already knows every door and window in the building. Two resistor dividers and a XIAO ESP32-S3 read all of it into Home Assistant and Grafana, read only.