Growth Tools
These are some tools I wish I had years ago. Built from hard-won lessons and pattern recognition. All built by me, using Lovable and an ever growing list of AI tools.
This is a growing library of practical tools for people-first growth teams.
Not “templates.” Not theory.
These are decision enablers, designed to help you move faster, think clearer, and scale with less guesswork.
Each tool is rooted in real experience.
Refined through years of leading teams at tech startups and at scale ups like like Shopify and Dropbox.
Built with the strategist, builder, and operator in mind.
🧠 Available Tools
✅ Hypothesis Engine
Write growth bets you can actually learn from.
A structured prompt-based tool to help you write, critique, and improve growth hypotheses in seconds.
Use it to:
Replace hand-wavy ideas with testable bets
Train teams to think in experiments
Build a backlog you trust , not just one that’s busy
📍 Perfect for kickoff meetings, experiment reviews, or solo idea validation.
👉 Use the Hypothesis Engine and learn how to write better hypotheses
✅ Sample Size Calculator
Statistically sound tests, without the spreadsheet gymnastics.
Works for binary outcomes and averages. Includes defaults, calculators, and a cheat sheet.
This tool is embedded as a tab in the Hypothesis Engine as they’re both go hand in hand. Check it out here.
🧪 Coming Soon
🧮 Prioritization Ladder
A scoring framework for ruthless clarity.
Compare ideas across loops, products, and outcomes. Built to avoid decision gridlock.
🔁 Clarity Loop Mapper
Where do your decisions break down?
Map the feedback, blockers, and bottlenecks inside your org. Great for retros, coaching, and ops rewiring.
🧱 Why These Tools Exist
“We need to move faster.”
“We’re not aligned.”
“The ideas aren’t clear.”
I’ve heard these hundreds of times. I’ve said them too.
These tools are my answer. Each one reflects a pain I’ve felt, and solved, across high-growth teams.
No fluff. No filler. Just leverage.
Use them how you need. Share them with your team. Make them better. They are free.
🛤️ What’s Next
Want to help shape the roadmap? Email me or reply to any post. I read every one.
📬 Stay in the Loop
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