Tue. Feb 17th, 2026

Automatic Data Correlation: Why Modern Observability Tools Fail and Cost Engineers Time


When a production issue hits, it starts a race to find the data that shows you what went wrong. And in many engineering organizations, the data search takes longer than understanding what the bug is — or coding the fix itself.

This is what I call the “correlation problem”: the information you need to debug an issue exists, but it’s scattered across multiple tools, systems, and log files.

By uttu

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