workflowpulse

We use privacy-first product analytics and session replay to improve WorkflowPulse. Recordings mask all text and inputs - we never capture your automation data, secrets, or client details. See our privacy policy.

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Engineering notes on n8n reliability

How the detection actually works - algorithms, constants, and trade-offs, not marketing.

2026-07-05 · 7 min read

How WorkflowPulse detects silence - the actual algorithm

Gap percentiles, arming thresholds, the gapMax guard against bursty workflows, and why unobserved windows are "unknown" instead of incidents. The real rules, with the real constants.

2026-07-05 · 5 min read

The n8n Error Trigger is great - for errors

Five failure modes the Error Trigger cannot see: silence, dead instances, disabled workflows, vulnerable versions, and a fleet of client instances. Keep it - and cover the rest.

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