Treating exceptions as permanent fixes creates hidden debt. Proper exception handling requires strict time limits, active monitoring, and compensating controls to keep risk within bounds.
Most security metrics fail because they measure effort rather than risk, creating data that looks active but hides the actual exposure of your systems.
Threat intelligence slows response time by adding context, but it creates a heavy operational burden that most small teams cannot sustain without automation.
Attack surface management fails when teams treat it as a static inventory rather than a continuous mapping of reachable entry points and their changing states.