Product & AI Blog
Notes on building AI products, making trade-offs, and deciding what comes next.
6 articles in Prioritization
RICE Prioritization: A Worked Example and the Trade-offs Behind It
Learn RICE prioritization with a worked example, confidence sensitivity and capacity trade-offs, then practise backlog decisions in Sprint Rush.
4 min read · Prioritization
Bugs vs Features: How to Decide What Gets Built Next
Decide when a bug should interrupt feature work. Use an impact checklist, practical examples and a clear stakeholder update template.
4 min read · Prioritization
How to Cut MVP Scope Without Cutting the Point of It
Practical ways to reduce MVP scope when time runs short: protect the core learning, cut breadth before depth, fake the back office and write down what you dropped.
4 min read · Prioritization, Discovery & Research
How Product Managers Should Prioritize Technical Debt
A product manager's approach to technical debt: understanding what it costs the team, making it visible on the roadmap and deciding how much capacity to reserve.
4 min read · Prioritization, Execution & Delivery
The Eisenhower Matrix for Product Managers: Urgent Isn't the Same as Important
Use the urgent vs important matrix on a product manager's week: real examples of what to do now, schedule, delegate or drop, and where the matrix breaks.
4 min read · Prioritization
Product Prioritization Frameworks Compared: RICE, ICE, MoSCoW and Kano
When to use RICE, ICE, MoSCoW, Kano or cost of delay, what each one hides, and how I choose a framework based on the decision in front of the team.
4 min read · Prioritization