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Engineering

How PULSX Cuts False-Positive Alerts

PULSX Team
2025-01-05
6 min read

Alert fatigue is the single biggest threat to effective incident response. If your phone buzzes every night for a "blip" that resolves itself in 10 seconds, you stop checking. Then, when the real outage hits, you sleep right through it.

The "One Failed Request" Problem

Naive monitoring alerts on the first failed request. But networks are noisy: DNS hiccups, transient timeouts, and routing blips all look identical to a real outage in a single sample. Alerting on one data point means paging people for weather.

Our Solution: Retry Verification

PULSX never alerts on a single failed check:

  • Detection. A check fails (timeout, 5xx, unexpected response).
  • Verification. The check is immediately retried before any state change is recorded.
  • Confirmation. Only a confirmed, repeated failure flips the monitor to "down" and triggers alerts. The retry threshold is configurable per monitor.

Slow Is Not Down

A response that arrives late is a different problem from one that never arrives. PULSX tracks a separate degraded state for slow responses, so latency issues show up on your dashboard without paging you like an outage would.

The Result

Confirmed failures add a few seconds to detection time and remove the vast majority of false alarms. That's a trade worth making: an alert from PULSX means something is actually wrong.

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