This one is everywhere. It has a deep single root that can be difficult to pull.

After extensive research (looking at google for 2-3 minutes), I believe this is Purslane. Apparently it’s edible! Considering that this weed is everywhere — the raised beds, the sidewalk, the tree pits — that might kind of good news…