Beyond SMTP: Real-World Email Delivery Verification

SMTP checks alone cannot guarantee emails reach users—a critical gap for production systems where delivery is mission-critical. This monitoring pattern uses tagged test emails (canaries) to verify end-to-end delivery, alerting only when expected heartbeats are missing rather than on every transient failure. The approach balances sensitivity and noise, preventing both missed failures and alert fatigue.