metrics

Detecting AI Slop with Distance from Main Sequence

Normalized Distance from Main Sequence (D) identifies structurally poor code by measuring how far components deviate from the ideal balance of abstractness and stability—making it the single best metric for detecting AI-generated code that compiles but rots.

Supporting the Transition to Self-Contained Systems Using Architecture Fitness Functions at Scale

by marc-olivier-fleury

Architecture fitness functions transform vague architectural principles into daily metrics, enabling organizations to track and drive large-scale migration from legacy systems to Self-Contained Systems through measurable, automated governance.