Used 3 famous AI products today. 2/3 had full-on outages, the other one failed/hanging generations. 1 came through with what I needed but the experience was rough. Still much better than not having AI do it (it would have taken me weeks / not having made it at all). But it's a good reminder of how early AI is, and overall how hard it is to make reliable products with cutting-edge tech. Makes me even more excited about our investments into https://t.co/HSAKEklwUl and AI Gateway. You should architect agent products with the assumption that things will fail(over).