Data
Data Observability Needs Product Thinking
Standard observability caught 78% of structural failures but only 11% of semantic failures. The undetected semantic failures caused 19x more business impact.
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Data
Standard observability caught 78% of structural failures but only 11% of semantic failures. The undetected semantic failures caused 19x more business impact.
Jul 05, 2026
Architecture
Observability is epistemology for distributed systems. Logs, metrics, and traces construct knowledge about systems too complex for direct inspection.
Mar 17, 2026