Blog
Guides, comparisons, and opinions on log monitoring for teams that ship fast.
Six Rule Packs at 100% Precision and 100% Recall
How six detector rule packs hit 100% precision and 100% recall on a labeled corpus — and the CI gate that makes sure they stay there. Security, web, database, dependency, search, infrastructure.
The Incidents That Hide Between Alerts
Six classes of production failure that don't trip threshold alerts and don't show up in AI-summarized log feeds — but cost engineering teams real money every week. What Epok catches that the rest of your observability stack will quietly miss.
Why Your AWS Logging Bill Is Out of Control
CloudWatch charges for ingestion, storage, queries, dashboards, and alarms separately. Here's where the money actually goes and what you can do about it.
Datadog Alternatives for Small Teams
Datadog is built for enterprises with enterprise budgets. Here are the real options for teams of 5-20 engineers who need log monitoring without the five-figure bill.
How to Catch New Errors in Production Before Users Report Them
Most error monitoring tools count known errors. The dangerous ones are the errors you've never seen before. Here's how automatic error fingerprinting works.
Silent Failures: The Bug That Won't Page You
The scariest production failures aren't the ones that throw errors. They're the ones where a service dies and the logs just stop. Here's why silence detection matters more than error alerting.
You Don't Need Dashboards to Monitor Your Logs
The logging industry sold us on dashboards. Build panels. Write queries. Tune thresholds. But what if the tool just told you when something was wrong?
20 Kubernetes Failures You Should Be Alerting On
CrashLoopBackOff is just the beginning. Here are 20 Kubernetes failure modes that show up in logs and deserve automated alerts.
What Log Management Actually Costs in 2026
We compared the real cost of CloudWatch, Datadog, Grafana Cloud, Splunk, Elastic Cloud, and Epok at three different volumes. The numbers are not close.
Stop Writing Alert Rules by Hand
You can't predict every failure mode. Static thresholds miss novel incidents and drown on-call in false alarms. Anomaly detection is the way out.
Why We Built Epok
We kept building dashboards nobody watched and alert rules that missed the real problems. So we built the log monitoring we actually wanted.