Product frameworks · Ongoing
Toolbox.
The frameworks I actually use, shared openly. These are living documents — I refine them as I learn. Use them, adapt them, make them yours.
Product Strategy, Vision & Roadmapping
- AVAILABLE
Outcome-Based Roadmapping & Prioritization
How to build a roadmap that survives contact with reality and isn't just a feature wishlist.
- AVAILABLE
North Star Metrics & Instrumentation Systems
Align teams around an enduring North Star Metric using an actionable system of inputs and counter-metrics to prioritize long-term customer value over vanity.
Pricing, Packaging & Monetization
- COMING SOON
Monetization Diagnostic
How to monitor for and detect revenue leakage. Twenty questions that surface when revenue is leaking, from packaging to expansion, and what to fix first.
- AVAILABLE
Pricing & Packaging Canvas
A one-page canvas for structuring tiers, value metrics, and willingness-to-pay before touching a pricing table.
Product Operating Model
- COMING SOON
Scaling Process Without Killing Speed
Degrees of process for teams as it scales to 10, 50, 200 people.
- COMING SOON
Continuous Discovery: Building an Always-On User Research System
Shift from sporadic, project-based research to a weekly habit using opportunity solution trees to ground your product decisions in real-time customer evidence.
Product-Led Growth
AI Tools
- COMING SOON
AI-Native Spec Writing for Humans and Agents
How to write PRD specs now that both engineers and AI coding agents use them to interpret what to build.
- COMING SOON
AI-Augmented PM Workflows: A Practical System
A practical framework for Product Managers to delegate routine synthesis and drafting to AI while prioritizing essential human judgment.