https://screenrant.com/why-agatha-harkness-magic-purple/

Agatha’s magic was introduced in WandaVision, but is set to be more closely examined in detail during the throughout the run of Agatha All Along (https://screenrant.com/db/tv-show/agatha-all-along/).