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Observability and monitoring
MLOps Engineer
Observability and monitoring questions
9 questions on Observability and monitoring for mlops engineers, easiest first.
Easy
2
What data drift is
easy
What p99 latency means
easy
Medium
4
Labels arrive weeks later
medium
What to log for each LLM call
medium
Fleet-wide p99 from many pods
medium
Online features stopped updating
medium
Hard
3
Drift alerts firing all the time
hard
Model affects its own training data
hard
GPU shows 100% but is underused
hard
