The Prodinja Blog
Page 24 of 26 — deep-dive frameworks, honest analysis, and actionable playbooks for product managers.
Voice AI Product Management: From Alexa Lessons to Next-Gen Assistants
Voice AI is experiencing a renaissance. Here's what the first generation got wrong and how to get it right.
Product Prioritization Frameworks: The Ultimate Guide (Beyond RICE)
The definitive guide to every prioritization framework that matters — and honest assessments of when each one breaks down.
Why RICE Scoring is Failing Your Startup (And What to Use Instead)
RICE gives you a number. It doesn't give you a strategy. Here's what's broken and how to fix it.
How to Kill a Feature: The Psychological Guide to Product Sunsetting
Sunsetting a feature is 20% data and 80% politics. Master both.
The Cost of 'Just One Custom Feature': Escaping the Agency-Model Trap
Every 'just this one custom thing' pushes you further from product-market fit.
Cutting 30% of Your Roadmap: A Framework for Strategic Pruning
Your CEO just asked you to cut a third of the roadmap. Here's how to make the right cuts.
Opportunity Scoring: Finding Unmet Needs Your Competitors Miss
The best features to build are the ones where importance is high and satisfaction is low.
The Kano Model in Practice: Beyond the Textbook Quadrants
Kano teaches you that not all features create equal emotional responses. Here's how to apply it for real.
MoSCoW Method: When It Works and When It Doesn't
MoSCoW is deceptively simple. It works brilliantly in some contexts and catastrophically in others.
Weighted Scoring Across Stakeholder Factions
What's #1 depends on who you ask. Here's how to make the weights themselves a strategic conversation.
Bias in Prioritization: How Frameworks Systematically Exclude Users
Your prioritization framework might be systematically deprioritizing features for your most vulnerable users.
Prioritizing Technical Debt: Making the Invisible Visible
Tech debt doesn't have PMs championing it. That's why it festers. Here's how to make the case.
Now/Next/Later Roadmapping: Strategy Without False Precision
Dates on a roadmap are a lie. Now/Next/Later gives you honesty without chaos.
The Impact/Effort Matrix: Why Your 'Quick Wins' Quadrant Is Lying to You
Everyone agrees on what's 'high impact.' Nobody agrees on what's 'low effort.' That's the problem.
Customer-Informed vs. Customer-Driven: The Prioritization Boundary
Listening to customers is essential. Building exactly what they ask for is dangerous.
Multi-Product Portfolio Prioritization for Product Executives
When you own 4 products and can only meaningfully invest in 2, how do you choose?
Cost of Delay: The Prioritization Framework Executives Actually Care About
Executives don't care about your scoring model. They care about the cost of not building it.
Quarterly Planning for PMs: From Wish Lists to War Plans
Most quarterly planning sessions produce wish lists. Here's how to produce war plans instead.
Managing Priority Conflicts Across Multiple Squads
When Squad A and Squad B both need the same engineer on the same week, who wins?
Data vs. Intuition: When to Trust Your Gut in Prioritization
Data tells you what happened. Intuition tells you what to bet on. Great PMs use both.
Outcome-Based Roadmaps: Mapping to Business Results, Not Features
Stop shipping features. Start shipping outcomes. Here's how to restructure your entire roadmap.
Prioritization at Enterprise Scale: Governance Without Bureaucracy
At 500+ engineers, prioritization isn't a framework — it's a governance system.
Experiment Prioritization: Which A/B Tests to Run First
You have 30 experiment ideas and bandwidth for 4. Here's how to pick the ones that create the most learning.
Building a Feature Request Triage System That Doesn't Break
The feature request spreadsheet from 2019 has 2,000 rows. Here's a system that actually works.