(AI) Automation Without Acceleration
Product Velocity Principles #3. Automation, especially with AI, can slow things down. Consider Little’s Law.
Core principles behind high-velocity product development. Covers Value Thinking, Architect for Flow, Shift Left, and Accelerate, with practical implications for cyber-physical systems.

Product Velocity Principles #3. Automation, especially with AI, can slow things down. Consider Little’s Law.

Product Velocity Principles #3. Conway drift happens when there is misalignment between product architecture and organization architecture.

Product Velocity Principles #1. Product development is the management of economic exposure under uncertainty.

Product Velocity Principle #2: Four principles explain why some organizations develop products dramatically faster than others.

High-velocity organizations share four recurring structural principles.