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.