Maybe I'm just lucky to work at a place with good tools, but in my experience Temporal isn't super heavyweight to use compared to building your own even-very-simple scheduler.

And it's worth it because now you have Temporal, which is the bees knees as far as I'm concerned. I will gladly sing praises of any tool that saves me getting paged, and Temporal has that in spades.