[j12a]

Interesting read, I was comparing some of these tools earlier for small web shop use while I didn't proceed to setup any of them just yet. Demoed Elastic, SigNoz and Grafana Loki, of which Alloy+Loki seemed to make most sense for my needs and didn't cause too much headache setting up on a tiny VM, so that I would have collection going in the first place and a decent method to grep through it.

Currently collecting just exception data from services to GlitchTip (Sentry fork), seems most valuable sysadmin-wise while having most security etc. concerns outsourced to managed hosting companies.

Was left curious what anomaly detection methods Elastic has built-in would take to DIY <https://www.elastic.co/guide/en/machine-learning/current/ml-...> with data frame / statistics / ML libraries (Clojure Noj).