My guess is that the effectiveness issue isn’t actually due to SNDS and is probably related to sender reputation having famously high false positive rates. I read a paper a while back which introduced a different algorithm with tighter bounds on regret, I didn’t really understand it tbh, but I can implement it behind a flight and run a data study to see if it works better. The problem is that most graph based stuff doesn’t scale super well because of something-something complexity classes. I think the lady who architected it 5 years ago didn’t do a great job and there’s a bunch of arbitrary config stuff which was put as a placeholder and then became enshrined in stone… but the guy maintaining it rn is really smart so I’ll have him review my half-assed PR when he’s back next week (and idk how long it’ll take to finish the other half of it, shit never ships around here).

About the calendar widget thing… man am I glad I our team doesn’t own that. No one ever touches legacy stuff cause they’re afraid it’ll break or no one will update but the trick is to file it as an accessibility bug since that gets someone to actually prioritize it since it shows up in reports that the execs read. But dude good luck getting that off the backlog, the one engineer we have who is good at UX stuff (i.e, can code with both quality and velocity instead of just one) has her hands full as is.