Tag
#production
2 posts tagged production.
- mlops
Training/Serving Skew: The Silent Killer
How training/serving skew happens, why it's so hard to see, and the specific places to look when your model works in eval and breaks in prod.
- mlops
Concept Drift Detection in Production: Practical Thresholds and Why Most Alerts Are Noise
How to actually detect concept drift in live systems, what thresholds matter, and why your monitoring dashboard is probably lying to you.