Logs leak risk because teams move fast.
Developers need logs to debug production systems. The problem is that logs can accidentally carry sensitive fields into downstream tools - and spread across every system in the stack.
checkout-api-production
Logger
Application Insights
Datadog
Splunk / ELK
CloudWatch
Application Insights
Datadog
Splunk
ELK Stack
CloudWatch
Grafana Loki
Most teams rely on code review, conventions, and hope. That does not scale.