Insights from the practice
Practical notes on measuring application security events—written for operators and product leads, not tooling catalogues.
Why Security Event Baselines Beat Raw Alert Counts
Counting alerts without a baseline turns every busy Tuesday into a crisis. Here is how we frame normal for application security events.
When Alert Noise Hides the Real Signals
Fatigue is a measurement failure. Reducing volume without protecting rare paths is how silent incidents begin.
Detection Coverage Maps Stakeholders Can Trust
A green badge that says “covered” fails when nobody can see the journeys underneath. Transparency beats mystery scores.
Reconstructing Incidents From Events You Already Keep
Post-mortems stall when the timeline lives only in memory. Event reconstruction turns scattered logs into a shared story.