Why MySQL 5.7 Seconds_Behind_Master Is Unreliable and How pt‑heartbeat Provides Accurate Replication Lag Measurement
The article explains why the built‑in MySQL 5.7 Seconds_Behind_Master metric often misrepresents replication delay, analyzes its design flaws, and demonstrates how the Percona Toolkit's pt‑heartbeat tool can reliably measure master‑slave lag with real‑time precision.