AI decoupled doing from learning. Every knowledge worker now faces a constant trade-off between the two. The ones who choose learning look slower today and become irreplaceable tomorrow.
When Doing Stopped Being Learning


AI decoupled doing from learning. Every knowledge worker now faces a constant trade-off between the two. The ones who choose learning look slower today and become irreplaceable tomorrow.
AI accelerates the Peter’s Principle by letting people produce senior-level output without building senior-level understanding — creating a new class of ‘Senior Operators’ who have mastered the interface, not the craft.
Your p50 time-to-production is the single most predictive metric of developer happiness, value delivery, and organizational health.

Tech debt is often misused as a magic incantation to prioritize engineering work. A classification and root-cause analysis of how tech debt is abused.

How GraphQL schema stitching solves the complexity of multiple REST APIs. A platform product manager’s perspective on API strategy.

Platforms are more complex than products. Part 2 of 5 explores the specific domains where platform product managers face increased complexity.