Modern programmatic advertising systems process millions of events every second. This massive scale makes manual monitoring completely ineffective. Technical teams face a constant challenge in spotting subtle performance issues. These issues are often small deviations from normal patterns. They can include sudden changes in fill rates or unexpected latency spikes. Catching these early signs is …