The _presentation_ is impressive, but the forecast is often the raw output from various models, and thus not entirely reliable. For example, I live in a valley where most forecast models smooth over giving more snow/cold than we ever get.
I have a similar issue living on a hill with the windy.com forecasts. Have you had success finding any forecast source/app that’s accurate for your microclimate? Everyone always points to forecastadvisor.com but that’s always pulling from some airport 20 miles away for me totally irrelevant.