Dev toolsmonitoringsrenetworking

Outage pattern detection

Analyze network data to predict and explain outage cascades.

Why now

Recent major outages show infrastructure failures follow detectable patterns.

Who for
Site reliability engineers
Business model
Enterprise SaaS
Effort
A few months

During outages, ops teams lack tools to quickly distinguish primary failures from secondary effects. Valuable diagnostic time is lost.

Build a system that ingests network telemetry to model failure propagation and highlight likely root causes.

Sell to enterprise SRE teams managing complex infrastructure.

Start with basic traffic flow visualization during incidents.

Challenge: Requires access to sensitive network data.

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Outage pattern detection — Ideas