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.
Tagged
Tag: observability
Jul 05, 2026
Data
Designing Data Pipelines for Machine Consumers
AI agents consume more analytical data than humans at 3 of 5 organizations I work with. Machine consumers require fundamentally different quality contracts.
May 16, 2026
Process
Systems Thinking as a Leadership Operating System
Systems thinking practices reduced cross-departmental escalations by 61%. The shift was seeing feedback loops, not hierarchy.
May 10, 2026
Architecture
Observability as Epistemology for Distributed Systems
Observability is epistemology for distributed systems. Logs, metrics, and traces construct knowledge about systems too complex for direct inspection.
Mar 17, 2026