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Cause and Defect: Root Cause Analysis with Causely

Causely

Causely

26 Mar 2024

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How to Turn Slow Queries into Actionable Reliability Metrics with OpenTelemetry

How to Turn Slow Queries into Actionable Reliability Metrics with OpenTelemetry

Slow SQL queries degrade UX and reliability. This guide shows how to distill OpenTelemetry DB spans into actionable metrics: build span-derived slow-query dashboards, rank queries by traffic impact, and detect regressions with anomaly baselines, so you fix what matters first. Hands-on lab included.

By Severin Neumann 04 Feb 2026
When Asynchronous Systems Fail Quietly, Reliability Teams Pay the Price

When Asynchronous Systems Fail Quietly, Reliability Teams Pay the Price

Causely’s causal model has been expanded for asynchronous messaging systems. Instead of treating queues as opaque buffers, Causely models messaging infrastructure as it operates in production, making asynchronous failures explicit and explainable.

By Ben Yemini 28 Jan 2026
Alerts Aren’t the Investigation

Alerts Aren’t the Investigation

Alerts are supposed to start an investigation. Too often, they start translation: what is the system doing right now? That translation slows containment, splinters context, and stretches customer impact.

By Severin Neumann 22 Jan 2026
Queue Growth, Dead-Letter Queues, and Why Asynchronous Failures Are Easy to Misread

Queue Growth, Dead-Letter Queues, and Why Asynchronous Failures Are Easy to Misread

Asynchronous pipelines sit at the core of most modern systems. Message brokers accept traffic, consumers process it in the background, and downstream services depend on the results. When these systems fail, the failure rarely shows up where it starts.

By Yotam Yemini 20 Jan 2026
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