Local Bird ID for Frigate NVR Adds Garden Animal Beta and Model Validation

November 10, 2026 · 2m

Voice Assist Improver: An LLM Fallback That Teaches Home Assistant to Handle Commands Locally

A Home Assistant add-on that falls back to Anthropic when Assist fails, then analyzes those failures daily to suggest aliases, automations, and scenes so Assist handles them locally next time.