Scoring Frameworks: ICE, RICE, and Weighted Scoring for Product Prioritization

Prioritization techniques like MoSCoW and Impact/Effort (covered in Part 1) work for initial filtering, but they don't produce comparable scores across items or account for multiple factors systematically. Scoring frameworks solve this by assigning numerical values based on defined criteria, creating repeatable prioritization without requiring financial data. This guide covers three widely-used frameworks: ICE scoring, RICE…

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Twenty-Five Years After Agile: The Same Competitive Dynamics, Only Faster

Twenty-five years ago, seventeen software developers met at a ski resort in Utah and published a manifesto that changed how products get built. They challenged the dominant model of the time: long planning cycles, extensive documentation, rigid specifications, and change control boards. The Manifesto for Agile Software Development argued for something different: short iterations, customer collaboration,…

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How The AI Era is Transforming Business: Three Metrics That Tell the Story

Three metrics reveal how the fundamentals of building and scaling companies has changed in the AI era: how quickly products reach mass adoption, how fast businesses generate significant revenue, and how much value teams can create relative to their size. The differences aren't marginal. The data shows transformative shifts in business performance. 1. Rapid User Acquisition…

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Why Kotter’s Change Management Model Matters for Product Organizations and Teams

Most organizational change efforts fail. Not because the ideas are bad, but because leaders underestimate how difficult it is to actually change how people work. John Kotter's 8-Step Change Management Model addresses this problem directly. It's a framework that acknowledges a basic truth: lasting change requires more than an announcement and a new process document. If…

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4 Prioritization Techniques To Support Your Product Decisions

Every product team faces the same challenge: infinite demand, finite capacity. Stakeholders believe their requests are urgent, sales wants features that close deals, engineering wants to fix technical debt, and leadership wants strategic initiatives. Everyone has a compelling case for why their work matters most. The natural response is to rely on gut feel or defer…

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How to Measure Agile Maturity: Start With Business Goals, Not Generic Assessment Frameworks

Most agile maturity assessments fail before they begin. Teams fill out questionnaires about daily standups, sprint planning, and retrospectives. They score themselves on how well they follow Scrum practices. They get a maturity level, create improvement plans, and wonder why nothing meaningful changes despite following recommended practices. The root problem is not the assessment itself. The…

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Active Listening: Three Tools for Building High-Trust Teams

Most of us think we're good listeners. We nod at the right moments, make eye contact, and respond when someone finishes speaking. But the reality is that we're often just waiting for our turn to talk back. Real listening requires more than polite attention. It's the foundation of high-trust teams where people collaborate genuinely, share ideas…

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Cognitive Biases in Product Development: How Mental Shortcuts Derail Your Decisions

Product managers, team leaders, and development teams make hundreds of decisions every week. Which features to prioritize, what user feedback to act on, how to interpret analytics data, when to pivot strategy or stay the course. We believe these decisions are rational, data-driven, and objective, but they rarely are. Your brain relies on mental shortcuts when…

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The Cynefin Framework: A Sense-Making Tool for Product Leaders

You've seen it happen. A team that nails predictable work completely falls apart when facing something unprecedented. Or a leader who excels at crisis management tries to apply that same urgency to stable operations and creates chaos. The problem isn't capability. It's context blindness. Most leaders treat all problems as if they require the same approach.…

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Five Whys Root Cause Analysis: Stop Solving the Wrong Problems

When someone on your team raises an issue, what they're describing is almost never the actual problem. It's a symptom. The bug report, the missed deadline, the customer complaint are all surface-level indicators of something deeper. The Five Whys root cause analysis technique gives you a structured framework to move past these symptoms and find the…

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How Product Leaders Negotiate with Stakeholders Using the Harvard Negotiation Method

Every product decision involves negotiation. You negotiate with engineering about timelines, with stakeholders about priorities, with customers about requirements, and with your team about trade-offs. Most product leaders approach these conversations as battles to win. That's why they fail. The Harvard Negotiation Method offers a better approach. "Getting to Yes" by Roger Fisher and William Ury…

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How to Write a Product Positioning Statement: Template and Examples

Most product teams cannot clearly explain what makes their product different. Sales conversations require too much explanation. Marketing messages fail to resonate. Executives, product managers, and sales directors describe the value proposition differently when asked. The root cause is unclear positioning. Geoffrey Moore's positioning statement template from "Crossing the Chasm" solves this problem by forcing you…

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Product Risk Management: The 4 Types Every Product Manager Must Master

Product management is risk management. While most product managers focus on building features users want, success requires navigating four distinct risk types that can derail even promising ideas: desirability, feasibility, usability, and viability risks. Understanding how to identify, validate, and manage these product development risks separates successful products from expensive failures. Desirability Risk: Validating Customer Demand…

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20 Agile Retrospective Formats to Transform Your Team’s Performance

Repeating the same retrospective format Sprint after Sprint drains engagement and reduces the value of your team meetings. After facilitating hundreds of agile retrospectives, I've identified how format variety surfaces different insights, keeps teams engaged, and prevents retrospectives from becoming checkbox exercises. These 20 retrospective techniques follow the five-phase process that makes retrospectives effective: set the…

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2025 Agile DC

On October 27, 2025, Fadi Stephan and Stephen Ritchie attended the Agile DC Conference in Washington DC and presented Back to the Future – A look back at Agile Engineering Practices and their Future with AI. Below are some of the resources mentioned in the talk: Presentation slides: Back To The Future - A Look Back…

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