I do bioanalysis without a sample management system. I recently had a 1000+ sample project with 6 analytes, all samples needing a few reanalyses due to everything in this whole project being complete shit.

I spent probably three weeks of time just tracking samples to figure out what needed what analysis through excel. It’s so painful knowing that a proper python script could do it in a few seconds.