(AI) Automation Without Acceleration
Product Velocity Principles #3. Automation, especially with AI, can slow things down. Consider Little’s Law.

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

Architecture and Flow #4. The anti-pattern that is freezing an entire country: A Case Study on the German housing crisis.

Why Companies Stay Slow #4. Germany and Europe are not losing because their engineers are bad: Their development systems learn too slowly.

A practical starting point for identifying and reducing flow bottlenecks in product development.

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

Architecture and Flow #3. Architecture determines whether change flows smoothly or stalls in coordination.

Why Companies Stay Slow #2. Local efficiency improvements rarely solve systemic development bottlenecks.

Velocity Loop Explained #1. The Velocity Loop adapts DevOps principles to cyber-physical product development.

Knowledge Flow #1. The first Product Velocity Mastermind showed that the bottleneck is rarely missing knowledge. The bottleneck is getting it to flow.