... everyone, I m one of the founders behind @Synvolv Wanted to post this here a bit more openly, not really as a promo thing, but because this problem has been sitting with me for a while. The pattern I kept noticing was weirdly consistent: teams ship AI features, customers start using them, usage grows, everything looks fine from the outside, and then the actual pain shows up somewhere much less visible. Not as downtime. Not as some obvious failure. More ... ... still often do not have a real way to control what happens while traffic is live. And that feels like a real blind spot in how AI products are being operated today. That s the reason we started building @Synvolv