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Books in this wiki: Software Architecture Metrics (contributing author, ch. 1)

Background

Consultant and architect; extensive experience rolling out the four key metrics (DORA metrics from Accelerate) in enterprise delivery transformations.

Core Positions

The four key metrics are primarily an architectural tool — their value lies not in the numbers but in the team conversations and self-directed architectural improvements they enable. Architects should use metrics to "loosen their grip on the tiller" and move toward a facilitation role.