Do You Still Need Scaling Frameworks With AI?
The flattening pitch assumes your teams can deliver an outcome alone. Most cannot. Agents make them faster, not independent.
The flattening pitch assumes your teams can deliver an outcome alone. Most cannot. Agents make them faster, not independent.
When AI coding raises the arrival rate of pull requests, telling reviewers to work faster is the wrong move. Fix reviewability and end-to-end flow instead.
When you are running specs through coding agents, the spec is the work in progress. WIP limits are the valve that keeps agentic throughput from piling up in front of the humans who still have to review it.
Revisiting my 2011 Lean Kanban Benelux talk on commitments, flow energy, routing, and predictability, and what still applies today.