If You Can Write Acceptance Criteria, You Can Write an AI Routing Policy
TL;DR: The AI Routing Policy You moved your routine AI work to a cheaper model, so you think the cost…
No More Cheap Claude: Four First Principles of Token Economics in 2026
TL;DR: Token Economics in the Era of Scarcity Your Claude Pro subscription hits limits faster than it did in January,…
The A3 Handoff Canvas: Six Questions That Turn AI Delegation Into a Repeatable Workflow
TL;DR: The A3 Handoff Canvas The A3 Framework helps you decide whether AI should touch a task (Assist, Automate, Avoid).…
The A3 Framework: Assist, Automate, Avoid — A Decision System for AI Delegation
TL; DR: The A3 Framework The A3 Framework categorizes AI delegation before you prompt: Assist (AI drafts, you actively review…
Agile Is Dead, Long Live Agility
TL; DR: Why the Brand Failed While the Ideas Won Your LinkedIn feed is full of it: Agile is dead.…
Free Ebook: 97 Scrum Master Interview Questions to Identify Suitable Candidates
TL; DR: The Scrum Master Interview Guide to Identify Genuine Scrum Masters In this comprehensive Scrum Master Interview guide, we…
đź“… Upcoming Scrum Training Classes, Liberating Structures Workshops, and Events
TL; DR: Scrum Training Classes, Liberating Structures Workshops, and Events Age-of-Product.com’s parent company — Berlin Product People GmbH — offers…
If You Can Facilitate a Retrospective, You Can Audit Your AI
TL;DR: The AI Delegation Audit Scrum teams inspect how the last Sprint went during the Retrospective. They are much less…
The AI Definition of Done: Human in the Loop Is Not a Quality Standard
TL;DR: The AI Definition of Done Your team has a Definition of Done for a product increment. It has none…
The AI Delegation Lifecycle: Your Team Has AI Outputs. Where Are the Decisions?
TL; DR: The AI Delegation Lifecycle Your team ships AI outputs that nobody fully trusts; you needed to be quick,…
Stop Prompting, and Start Building Compounding AI Systems
TL;DR: Compounding Systems and Agents Go Hand-in-Hand Every AI conversation starts from zero because the model forgets who you are.…