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![AlvaroMysterio Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1785063778666651649.png) Alvaro Mysterio [@AlvaroMysterio](/creator/twitter/AlvaroMysterio) on x 4399 followers
Created: 2025-07-15 23:04:43 UTC

X. Operational simplicity enhancements

- Introduced Managed Soperator, a fully managed Slurm solution, available as a one-click, self-service option. You can spin up a training-ready GPU cluster in minutes, with preinstalled libraries and drivers.

- On the Kubernetes side, $NBIS introduced a graceful node termination handler that ensures smooth eviction and rescheduling of workloads from unhealthy nodes.

- Observability was significantly improved with out-of-the-box Grafana dashboards (available via the Grafana marketplace), enhanced logging and expanded performance metrics. Users can now write custom telemetry to the cloud as well.


XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945258254042349714/c:line.svg)

**Related Topics**
[$nbisintroduced](/topic/$nbisintroduced)
[gpu](/topic/gpu)

[Post Link](https://x.com/AlvaroMysterio/status/1945258254042349714)