Its super easy to integrate and implement. It does not take more than a few minutes. The team is shipping new features constantly and listening to customer feedback.

i can tell when the scientists are running jobs with wrong parameters cuz the disks are trashed

Netdata excels in providing real-time, granular performance monitoring across a wide range of metrics and systems. Its automated service discovery and configuration drastically reduce setup and maintenance time, allowing for seamless scalability. The intuitive, customizable dashboards and powerful alerting system offer immediate insights and proactive management of infrastructure health. This level of detail and immediacy in monitoring is unparalleled, facilitating rapid decision-making and issue resolution.