My experience has been that data generalists should stay away from geospatial analysis precisely because they lack a full appreciation of the importance of spatial references. I've seen people fail at this task in so many ways. From "I don't need a library to reproject, I'll just use a haversine function" to "I'll just do a spatial join of these address points in WGS84 to these parcels in NAD27" to "these North Korean missiles aren't a threat because according to this map using a Mercator projection, we are out of range."
DuckDB is great, but the fact that it makes it easier for data generalists to make mistakes with geospatial data is mark against it, not in its favor.
I remember learning about the infamous missile threat map in a GIS class -
https://georeferenced.wordpress.com/2014/05/22/worldmapblund... https://www.economist.com/asia/2003/05/15/correction-north-k...