Ulad Shauchenka on Product and Technology
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Beyond the Prompt: Building Defensible Moats for Your AI Features in 2025
Base models are getting cheaper, better, and crucially more interchangeable.
Oct 3
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Ulad Shauchenka
3
Siri’s Stagnation: Why Apple’s Voice Assistant Lags And Why Catching Up Is So Hard
Back in 2011, asking a phone to “book me a table” felt like living in the future.
Oct 2
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Ulad Shauchenka
4
The New PM Trinity: Measuring Hallucination, Helpfulness, and Latency in AI Products
Daily active users and conversion rates still matter but they’re no longer sufficient to run modern AI products.
Oct 1
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Ulad Shauchenka
3
September 2025
“You Don’t Know What You Don’t Know”: A Product Manager’s Playbook for Ambiguity, Uncertainty, and Sparse Data
If you’ve been a PM longer than a sprint, you already know the feeling: a VP wants a date, design wants a decision, engineering wants a spec, and the…
Sep 30
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Ulad Shauchenka
3
The P&L‑Driven Product Manager: Moving from Feature Velocity to Contribution Margin
Senior PMs are increasingly being asked a blunt question: “How does your roadmap move the P&L?” In a world where capital is no longer free and AI‑driven…
Sep 29
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Ulad Shauchenka
4
A Product Manager’s Guide to Kubernetes
How understanding the “how” of deployment can make you better at the “what” and “why.”
Sep 28
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Ulad Shauchenka
3
The TikTok Takeover: How an App for Teens Rewired the Internet
In which we learn that the internet’s new Sorting Hat sits in your pocket, judges your taste faster than your best friend, and feeds you an endless…
Sep 27
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Ulad Shauchenka
2
The Art of Troubleshooting as a Product Manager: How to Find and Fix What’s Broken
If product management had a spirit animal, it would be the plumber: you don’t always know where the leak is, you definitely didn’t cause it (probably…
Sep 26
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Ulad Shauchenka
3
What are The Essential UX/UI Design Principles Every Product Manager Needs to Know?
Great product managers don’t need to push pixels, but they do need a firm grasp of the UX/UI principles that make products usable, accessible, and…
Sep 25
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Ulad Shauchenka
2
7 Software Development Principles Every Product Manager Must Know
Two weeks before launch, everything looked green—until a “tiny” change in a shared component broke the checkout flow and the fix took days because three…
Sep 24
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Ulad Shauchenka
4
Who’s Who in Product Management
Below is a curated, cross‑disciplinary roster of product thinkers, operators, teachers, and builders.
Sep 23
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Ulad Shauchenka
3
A Decade of Debacles: 10 Notable Product Management Clusterf***s (2015–2024)
If the last decade proved anything, it’s that “move fast and break things” scales… right up until it breaks your product, your P&L, or occasionally an…
Sep 22
•
Ulad Shauchenka
2
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