15.32Alert on symptoms, not every exception

Bad:

one invalid customer
→ wake engineer at 3 AM

Better:

one customer validation error
→ log/metric

500 validation failures in 5 minutes
→ alert

or:

Salesforce connectivity failures > threshold
→ alert

Operational signal quality matters.