Notifications
Clear all
Topic starter
18/07/2026 2:22 am
Hi everyone, I'm new to MLOps and trying to decide on a platform for an upcoming project.
We're planning to deploy models to a Kubernetes cluster and need solid production monitoring. I've narrowed it down to Comet and Weights & Biases based on their experiment tracking, but I'm not sure which one handles live production better.
Could you share your experiences? I'm especially curious about:
- Setting up alerts for model drift or performance drops
- How easy it is to connect to models hosted on our own infra
- The dashboard for monitoring live predictions
Any gotchas or things you wish you knew earlier would be super helpful!