Product Metrics Guide

Product Metrics: The Ultimate Guide (+free links):

1. Frameworks:

North Star Framework 101 (PDF):


AARRR (Pirate) Metrics


Google HEART framework

2. Techniques:

Cohort Analysis


Funnel Analysis


– Customer Segmentation: https://lnkd.in/esezNevG

3. Types of metrics: https://lnkd.in/daKCrG-w

– Vanity vs. actionable metrics
– Qualitative vs. quantitative metrics
– Exploratory vs. reporting metrics
– Lagging vs. leading metrics… Read the rest

Adoption of the design system 

Evangelize and adoption of the design system 

1. Internal Evangelism: Winning Hearts and Minds

To get stakeholders on board, you must speak their specific languages. Don’t sell “buttons”; sell outcomes.

  • For Leadership: Focus on Efficiency and Risk. Highlight how the system reduces “design debt,” speeds up time-to-market, and ensures accessibility compliance across the board.
  • For Developers: Focus on Speed
Read the rest

Why UX Design Critiques Fail

Reasons UX Design Critiques Fail

🧩 Context Vacuum: When screens appear without users, goals, or constraints, reviewers guess wildly and waste time. Start every critique by framing audience, problem, limits, and the precise feedback needed today.

🛠️ Solutionizing: Telling designers exactly what to change hides the real problem, narrows creativity, and spawns shallow fixes. Capture the user difficulty first, then … Read the rest

Clean Up A Messy Figma File.

How To Clean Up A Messy Figma File. How to keep your Figma designs clean — with clever ideas for neat setup and better maintenance (check contributors and guides below ↓)



✅ Use sections (Shift+S) to separate happy path from edge cases.
✅ Use “/” in your naming conventions, e.g. Button / Primary.
✅ Use blank pages “-“, “***”, “___” … Read the rest