DX Measures AI Coding Impact on Engineering

The DX team publishes an AI Measurement Framework that evaluates coding augmentation across three dimensions—utilization, impact, and cost—paired with a Core 4 set of engineering metrics: change failure rate, PR throughput, perceived delivery speed, and developer experience. Companies like Booking.com reported a 16% throughput lift and Block used the framework to design its agent Goose. The framework reframes agents as team extensions and urges hybrid-team metrics balancing speed and maintainability.