Quality & Measurement

How AI output quality and developer productivity are measured within the SADMF framework.

Code Volume Productivity (CVP) and Large Artifact Velocity (LAV)

Replacing outdated flow metrics with volume-based KPIs ensures that AI-assisted development is measured by what matters most: sheer output!

Manual Test Operations Center (MTOC)

Preserving dedicated manual testing for all AI-generated code ensures Dual Assurance through the separation of Development Intent from Quality Interpretation!