DRIVE: Operational Excellence for AI-Accelerated Engineering

DRIVE – Operational Excellence for AI-accelerated engineering

As AI transforms software engineering into a factory-like operation, traditional controls are failing to keep pace. I introduce DRIVE, a framework designed to measure organizational health across five critical pillars: Delivery, Reliability, Initiatives, Vigilance, and Efficiency. By implementing recurring Operational Excellence reviews, engineering leaders can establish the necessary backpressure to ensure sustainable growth while navigating the complexities of agentic workflows and automated code generation.

"AI accelerates output, but the controls layer hasn't kept pace. Without a counterweight, that pressure compounds."