JA

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

Pricing, Packaging & Monetization

Product Operating Model

  • 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.

    COMING SOON

Product-Led Growth

AI Tools

  • 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.

    COMING SOON

Get in touch.

Available for speaking, podcasts, panels, writing collaborations, and founding PM / co-founder roles. Reach out on LinkedIn, X, GitHub, or Substack.