Over the last few years we have slowly and methodically been building out the ML based capabilities of the Netdata agent, dogfooding and iterating as we go. To date, these features have mostly been somewhat reactive and tools to aid once you are already troubleshooting. Now we feel we are ready to take a first gentle step into some more proactive use cases, starting with a simple node level anomaly rate alert. note You can read a bit more about our ML journey in our ML related blog posts.

We have recently added a more detailed anomaly rate chart to Netdata that breaks out the overall node anomaly rate by type, this lets you more easily see what parts of your infrastructure might be experiencing an uptick in anomalies when you see the overall node anomaly rate increase.

Netdata Agents and Parents now have a new UI! Steady to our schedule, this is another great Netdata release!

Hey there! We're excited to share a new troubleshooting feature we have added to Netdata, the Netdata Assistant. We've built this tool to help you troubleshoot more effectively and with less stress. Let's dive in.