How I Build Products
My philosophy, strategy approach, and the ideas that shaped how I think about product.
After 7 years leading product across B2B SaaS, mobile gaming, and cleantech, I've developed a clear perspective on what works. This playbook captures the principles,frameworks, and influences that guide how I build products that drive real business outcomes.
Philosophy
These five principles guide every product decision I make. They're not abstract ideals, they're hard-won lessons from shipping products that succeeded and learning from those that didn't.
P&L mindset
Products exist to drive business results. I think in terms of revenue, CAC, and retention, not features shipped. Every roadmap decision ties back to impact on the business.
Build with empathy
User research is the foundation, not validation. I shadow users, run discovery sessions, and let real pain points drive priorities.
Measure what matters
Outcomes over outputs. I reject vanity metrics and focus on leading indicators that predict business success.
Ship in small victories
Big bang launches are risky. I break work into incremental bets, ship early, learn fast, and course-correct. Momentum compounds.
Keep interfaces joyful
Functional isn't enough, products should feel good to use. I invest in polish and delight because memorable experiences drive retention and word-of-mouth.
Strategy
Strategy is how vision becomes reality. It answers: what problems do we solve, which bets do we take (and not take), and in what sequence? A good strategy is inspiring because it's vivid, rigorous because it's grounded in data, and actionable because it guides daily decisions.
I think of alignment as a pyramid. Company goals flow down into product strategy, which shapes the roadmap, which drives daily execution. When this chain breaks, teams ship features that feel productive but don't move the business forward.
How my approach has evolved
I started with Scrum and OKRs solid foundations, but I saw how ceremonies can become rituals and quarterly goals can feel disconnected from reality. Now I prefer working with lighter frameworks like bets and appetites: strategy defines the bets worth taking, and Shape Up-influenced execution keeps teams focused on outcomes, not process. The result? Less time in planning meetings, more time building and learning.
How I Ship
Great products don't happen by accident. They emerge from a repeatable process that balances rigor with speed. Here's how I move from idea to impact—each phase linked to a real case study where I applied it.
Align
Co-create vision with stakeholders. Get everyone rowing in the same direction before writing a single spec.
RatedPower CRM →Discover
Validate before building. Talk to users, map opportunities, and kill bad ideas early. Evidence beats assumptions.
RatedPower Topography →Deliver
Define appetite, then shape work to fit. Phase releases to de-risk. Deliver complete experiences every cycle.
Maxem Algorithm →Launch & Learn
Ship to real users, instrument everything, and iterate based on data—not opinions. Learn what works, kill what doesn't.
CatchIT! →Influences
The people who shaped how I think about product.
Jason Fried & DHH
Taught me that calm beats chaos. Fixed time, variable scope. Bets over backlogs.
Annie Duke
Separating decision quality from outcomes changed how I evaluate my own choices.
Marty Cagan
The blueprint for empowered product teams. Outcomes over outputs, always.
John Cutler
Asks the uncomfortable questions about how product teams actually work.
Shreyas Doshi
Twitter/X, ex-Stripe/Google PM
Sharp frameworks delivered in tweets. High-leverage thinking distilled.
Teresa Torres
Made discovery a habit, not a phase. Weekly customer touchpoints, always.
Richard Rumelt
Most strategies are just goals. Real strategy is diagnosis + policy + actions.
Lenny Rachitsky
Curates the best product thinking and makes it accessible.
Don Norman
When users struggle, blame the design. Affordances, feedback, constraints.
Rob Fitzpatrick
Talk about their life, not your idea. Spot bad data before it misleads you.