FREE WORKSHOP: AI Product Sense in the Age of Vibe Coding with Google AI PM Dr. Marily Nika
FREE WORKSHOP: AI Product Sense in the Age of Vibe Coding with Google AI PM Dr. Marily Nika
If you're in product right now, you're watching traditional product sense become obsolete, and you're wondering if your instincts still matter.
Maybe you're nailing product strategy but freezing when asked "How would you build this with AI?" Maybe you're writing beautiful PRDs while competitors are shipping prototypes in hours. Maybe your product sense feels sharp, but you're not sure how to apply it in a world where building costs almost nothing.
You're strategic. You're experienced. But suddenly, your product sense feels outdated.
You're not imagining it. The product world is dividing in two: operators who've adapted their product intuition for AI-native building, and operators who are still thinking in the old paradigms.
Only 33% of professionals reported using or experimenting with generative AI in 2024. Half of tech professionals leave the industry by age 35. And as Deb Liu puts it: "You will not be replaced by AI. You will be replaced by someone who knows how to leverage AI better than you."
But here's what gives us hope: There are people redefining product sense at the forefront right now. At Google. At Meta. At companies proving that product intuition adapted for vibe coding beats traditional product thinking every time.
Monday, November 24, we're showing you exactly how to rebuild your product sense for the age of vibe coding.
This isn't generic AI advice. This is a tactical masterclass from Dr. Marily Nika, Gen AI Product Leader at Google with 12+ years of AI/ML experience, who has trained thousands of product managers through her top-rated AI Product Bootcamp. Marily will share real frameworks for developing AI-native product sense, understanding vibe coding fluency, and building credibility in a world where showing beats telling.
🎁 What You Get (For Free):
✅ Workshop: AI Product Sense in the Age of Vibe Coding
In this 60-minute live workshop, Marily will break down:
What product sense means in the age of vibe coding—and why traditional product instincts can actually hold you back
How to develop intuition for probabilistic products where you can't guarantee outputs
The shift from "What should we build?" to "What can we discover?"—and how this changes product strategy
How AI-native product sense differs from traditional PM thinking
What leading AI companies look for in product thinking—and how vibe coding has changed the bar
You can participate anonymously—we know career transitions are sensitive.
✅ AI Product Sense Frameworks & Playbook
Want to understand how product sense works when the rules have completely changed? Need frameworks for vibe coding without exposing gaps? We've got detailed breakdowns covering:
How product sense has evolved from deterministic to probabilistic thinking
The vibe prototyping framework: when to build vs. specify
How to approach "How would you prioritize this?" when the cost of building is near-zero
What "AI-native product intuition" actually means (and how to demonstrate it)
✅ Community: Join Superinterviews Slack Community
Connect with other product leaders adapting their product sense for the AI era. Share vibe coding experiments, get feedback on prototypes, and access ongoing support from operators already thinking in the new paradigms.
✅ Superinterviews Access: Special Offer for Workshop Attendees
Get AI-powered coaching specifically calibrated for demonstrating AI-native product sense. Practice with company-specific scenarios, get real-time feedback, and develop your product thinking for the AI era.
Total Value: $3,800 | Your Cost: $0
⏰ This Is Happening MONDAY, NOVEMBER 24
We're capping this at 300 attendees to keep it intimate and actionable. Once we hit capacity, registration closes. This workshop happens once—if you miss it, you miss the playbook.
📋 Common Questions About Product Sense in the Age of Vibe Coding:
"I have strong product sense. Why do I suddenly feel lost?"
The fundamentals of product sense haven't disappeared—but the context has completely changed. Traditional product sense developed in an era where building was expensive, so good judgment meant choosing the right thing to build. Now building is cheap, so good judgment means knowing what to discover through building.
The gap shows up everywhere: when you're asked "How would you approach this?" and reach for a PRD instead of a prototype. When you instinctively want to "think it through" before building. When you treat vibe coding as a shortcut instead of a strategy. This workshop shows you how to adapt your product instincts for a world where showing the vibe beats describing the vision.
"What is 'vibe coding' and why does it matter for product sense?"
Vibe coding is the practice of rapidly creating prototypes that capture the "feel" of a product experience—not production-ready, but tangible enough for teams and users to react to and refine. It's called "vibe" coding because you're coding the vibe, not the spec.
This fundamentally changes product sense because:
Your intuition needs to work at prototype speed, not spec speed
You develop product judgment through building, not planning
You show direction through examples, not requirements
You discover what works rather than predict what will work
The evolved product sense looks like: "Here's what I would prototype first to discover the right direction." This workshop gives you the frameworks to demonstrate this evolved thinking.
"How do I think about product prioritization when building costs almost nothing?"
This is the question that trips up even senior PMs. The traditional product sense answer is: "We should prioritize based on impact, effort, and strategic alignment." But when effort approaches zero, that framework breaks.
The AI-native product sense answer is: "We should prioritize based on what we need to learn, what will clarify our direction, and what will help us discover the right product through building." You're prioritizing experiments and discoveries, not features and specs.
Marily will break down real examples from her work at Google that demonstrate this shift, giving you frameworks you can use to show you understand how vibe coding changes prioritization.
"Can I really develop product sense through vibe coding if I've never been technical?"
Absolutely. Product sense has always been about understanding users, seeing patterns, and making good judgment calls. Vibe coding doesn't change that—it just changes how you exercise that judgment.
As Deb Liu shared, she and her 13-year-old daughter built a working prototype using AI tools in half an hour. Today's vibe coding tools like Google AI Studio, Lovable, Cursor, and v0 let you create functional prototypes by describing what you want. You don't need technical skills—you need product intuition. And as a PM, you already have that. This workshop shows you how to apply your existing product sense in the age of vibe coding.
"What does 'AI-native product sense' actually mean?"
AI-native product sense means your product intuition has adapted for:
Probabilistic technology: You can't guarantee outputs, so your judgment focuses on setting direction and guardrails
Rapid prototyping: You build to discover, not specify to build
Emergent experiences: The product evolves through AI and user interaction, not rigid planning
Show don't tell: You demonstrate product vision through prototypes, not documents
Discovery over prediction: You use building to learn what works, not analysis to predict what will work
This workshop breaks down exactly what this looks like in practice and how to develop this muscle.
"Why should I attend this workshop specifically?"
This workshop is led by Dr. Marily Nika, one of the world's leading AI product educators with 12+ years of AI/ML experience building products at Google and Meta. She's trained thousands of product managers through her top-rated AI Product Bootcamp on Maven, written the O'Reilly bestselling book on AI product management, and is recognized as a Fortune 40 Under 40 honoree.
More importantly: Marily has watched product sense evolve in real-time at Google and knows exactly how to articulate what's changed and how to develop the new thinking.
This is the tactical roadmap from feeling lost to rebuilding your product instinct for the AI era.
🎯 Who This Workshop Is For:
✅ This is for you if:
You have strong traditional product sense but feel uncertain in AI product conversations
You're seeing "experience with vibe prototyping" or "AI-native product thinking" in job descriptions
You want to understand how product sense has changed without starting from scratch
You're ready to start building with AI tools to develop new product instincts
You want to connect with other product leaders making the same adaptation
You believe in purpose-driven work and want to shape how AI products are built
❌ This is NOT for you if:
You're not ready to rebuild your product intuition—this workshop is about evolving, not defending old frameworks
You think traditional product sense is all you need (you might be right, but you won't get value from this workshop)
👥 Who's Hosting This Workshop:
Dr. Marily Nika – Gen AI Product Leader at Google with a PhD in Computer Science (Machine Learning) from Imperial College London and 12+ years of experience in AI/ML across big tech companies including Google and Meta. Marily has trained thousands of product managers through her top-rated AI Product Bootcamp on Maven, authored the O'Reilly bestselling book on AI product management, and is recognized as a Fortune 40 Under 40 honoree. She's one of the world's leading AI product educators and has a front-row seat to how product sense is evolving.
Superinterviews – AI-powered coaching platform that's helped professionals secure $13M+ in total offers at companies including Meta, Google, Anthropic, Figma, Notion, and Stripe. Our approach combines deep company research with AI-powered practice and real-time feedback specifically calibrated for product roles.
🔥 Why AI-Native Product Sense Matters Right Now:
The fundamentals matter more than ever—but the context has completely changed.
Product sense used to mean: understanding users deeply, seeing patterns others miss, making good judgment calls about what to build. That hasn't changed. What's changed is how you exercise that judgment.
The cost of building is now near-zero. What used to require entire engineering teams can now be prototyped in hours. This doesn't make product sense less important—it makes it more important. But your intuition needs to work at prototype speed, not spec speed.
Early adaptation compounds. The operators rebuilding their product instincts for vibe coding now become the default "AI product experts" later—and that expertise compounds into promotions, equity, and influence. The product leaders who hire the next generation will be the ones who adapted their product sense first.
The landscape is quietly shifting. Product work now includes questions like "How would you prototype this with AI tools?" and "Walk me through your vibe coding process." Companies want to see that your product sense has evolved, not that you're still thinking in the old paradigms.
But this unlocks unprecedented opportunity. When building is cheap, product sense becomes the differentiator. The best product minds who adapt their intuition for vibe coding will shape the next generation of products.
The professionals who rebuild their product sense for the AI era now will become the leaders who define product culture tomorrow. That's why this matters.
💡 Workshop Format:
60-minute live session on Zoom
Monday, November 24 at 12 PM PT (Noon Pacific)
Interactive but anonymous-friendly (participate in chat without video if you prefer)
Real AI-native product sense fireside chat with Dr. Marily Nika
How to start vibe coding—even if you've never been technical
Hot Seat Demo of Superinterviews
Live Q&A at the end
Recording available if you register but can't attend live
🏷️ Topics Covered:
AI product sense | Vibe coding | Dr. Marily Nika | Google | Meta | Product intuition | Product strategy | AI-native thinking | Vibe prototyping | Google AI Studio | Career evolution | AI product management | Product prioritization | Probabilistic products | Discovery-driven product development
⏰ Register Now - Limited Spots Available
When: Monday, November 24 at 12 PM PT (Noon Pacific)
Where: Zoom (link sent after registration)
Cost: FREE
As Deb Liu and Marily Nika shared recently:
"Work is changing — fast. The builders win now. There will be people building with AI, and people who aren't. And if you're not, you won't be building at all."
This workshop gives you the frameworks to rebuild your product sense for the age of vibe coding.
See you Monday, November 24 at 12 PM PT.
P.S. If you're wondering whether your product sense still matters in the age of AI, that's exactly why you should be here. The best product minds adapt their intuition—and the ones who do it first become the leaders who define the next era of product development.