Principlev1

Trace recurring errors to their structural invariant—the

Trace recurring errors to their structural invariant—the constant factor present across all instances—rather than the circumstantial variables that differ between instances.

Why This Is a Principle

This principle derives from The behavior of a system arises from its structure, not from (system behavior arises from structure) and Automatic Pattern Perception (pattern recognition). It prescribes a specific method for root cause analysis: find what doesn't vary across error instances. The invariant is the structural cause.

Source Lessons

L-0486

Root cause analysis for recurring errors

When the same error happens repeatedly fix the root cause not just the symptom.

Connections

Derived From (2)

AxiomAutomatic Pattern Perception AxiomThe behavior of a system arises from its structure, not from

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