Shyvee Shi

Ship a Prototype from Figma with AI Tools

Colin Matthews

Sold his first SaaS in 2021. Product Manager, 8500+ students, featured by Lenny

Product & Community Lead at Microsoft, ex-LinkedIn

See firsthand how AI tools can generate functional code from a Figma design, drastically reducing development time

AI-Powered Prototyping in Action

Learn how to debug and refine your prototype even without coding experience

Overcoming Technical Barriers

Understand the strengths and limitations of different AI coding assistants and how to integrate them into your workflow

Choosing the Right AI Tools

Have you seen other PMs leveraging AI to ship prototypes at lightning speed , but when you try it yourself:- Basic tutorials leave you stuck on simple examples ?- Technical obstacles slow your momentum ?- Debugging feels impossible without coding experience ?- You're unsure which AI tools actually deliver value ? You know mastering AI prototyping could transform your workflow. But the path from curiosity to confidence isn't clear. With AI, you can build functional prototypes in minutes. The challenge with AI prototyping isn't getting started — it's understanding what these tools can and can't do. That’s why this cohort is designed to expose you to essential AI prototyping tools and their unique capabilities. You'll learn to debug issues (even without coding experience) to stay productive and deliver real value. And our community will be here to give you the support, guidance, and accountability you’ll need to finally stick with it. In just 4 weeks, you'll go from zero experience to shipping multiple prototypes -- from interactive prototypes to accompany your PRD, to personalized tools that boost your productivity. Now imagine if you could: ✅ Ship prototypes in hours without getting stuck in an infinite loop ✅ Learn how software applications work by building them ✅ Build personalized software to fit your exact needs ✅ Master advanced concepts like integrations to supercharge your prototypes Getting started is easy. 1️⃣ Begin with my 5-day email course to build your first AI prototype this week (sign up below!) 2️⃣ Join the 4-week cohort to master AI prototyping tools, debug common issues, and integrate with other apps in minutes&nbsp; 🔥 All alumni can stay up to date with our private community with weekly demos, 1:1 support, and more! 📣 Live sessions are at 1PM EST and 5PM EST! You can pick whichever works best for you! All live sessions are recorded. 🎉&nbsp;Bonus:&nbsp;When you enroll in this course, you’ll receive $1,395 in free credits to level up your workflow with Superhuman, Linear, Sprig, Dovetail &amp; Gamma PLUS one month sponsored with Replit Core &amp; Bolt Pro (see FAQ for details) Interested in an enterprise license so your whole team or company can take the course? Please reach out directly to colin@techforproduct.com

Convert your PRD to a prototype in minutes

Provide a brief description for each module as a way to sell the value of what students will be learning throughout the course.

First Module

Second Module

Third Module

Course syllabus

Get 1:1 help with your prototypes and questions

Office Hours

Live, interactive sessions where we dive deeper into AI prototyping and go through scenarios

Live Sessions

Complete a weekly project to apply what you've learned

Weekly projects

Course schedule

Senior Product Managers who want to leverage AI to iterate faster

Product Leaders who want to get first-hand experience with how AI is transforming product development

UX Designers who want to translate their designs into functional prototypes the same day

Who is this course for

What you’ll get out of this course

Master cutting-edge AI tools like Bolt, V0, Replit, and Claude to accelerate your development process. You'll learn practical workflows that go beyond basic prompts to create functional prototypes.

Learn to use AI prototyping tools

Get hands-on experience building real-world applications, from simple MVPs to complex features. Through guided projects, you'll develop a portfolio of working prototypes that demonstrate tangible AI development skills.

Build 5+ prototypes in 4 weeks

Develop a mental model of how modern applications are structured and how different components work together. This foundation helps you make better architectural decisions and communicate more effectively with developers.

Build a fundamental understanding of how software works

Learn systematic approaches to troubleshoot common AI coding issues and improve your prototype quality. You'll master techniques for error handling, prompt optimization, and code refinement that help you build production-ready features.

Discover 6 strategies for debugging to get high-value apps

Connect your prototypes to popular platforms and APIs without complex setup. You'll learn streamlined integration patterns that work with tools like Slack, Google Sheets, and your existing product stack.

Integrate with your favorite tools in minutes

Get direct access to an experienced PM and builder (me!) who can help you resolve technical and product challenges.

Weekly office hours and Q&A

Build your first AI prototype next week -- even if you have no coding skills

Sold my first SaaS in 2021. Product Manager, 8500+ students, featured by Lenny.

Cohort 1

Cohort 2

Unlock the power of AI to design and lead AI-powered products &amp; experiences—without writing a single line of code!AI is transforming product and design, but most AI education is either too technical for business leaders or too theoretical to be useful. No-Code AI Essentials is the only course built for product managers and designers who want to confidently integrate AI into their products using practical, real-world frameworks and learn AI by getting hands-on. 💡 What You’ll Learn:How to evaluate AI opportunities and pick the right projects for your users &amp; business.How to design intuitive AI interactions that actually work for people.How to prototype AI-driven experiences with no-code tools.How to measure success and avoid AI pitfalls (bias, hallucinations, poor user trust). Taught by industry pros who’ve built AI at Amazon, Google, and Uber, this course cuts through the hype to give you the frameworks and tools to make AI work—the right way. 🛠 What You’ll Get:✅ 4 live virtual workshops with Polly &amp; Rupa—learning from proven AI educators whose courses rank Top 3 on Reforge (by NPS) and are Maven bestsellers.✅ A downloadable AI Product &amp; Design Playbook—filled with real-world tools, templates, and checklists.✅ A video walkthrough of no-code AI tools—so you can start experimenting right away.✅ Lifetime access to our AI by Design community—where leaders like you share insights, resources, and job opportunities. 📌 By the end of this course, you’ll have:✔ A tested process for evaluating, designing, and leading AI initiatives.✔ Confidence in using no-code AI tools to validate ideas fast.✔ The skills to build AI-powered products &amp; UX—without needing a technical background. 🔥 AI isn’t just for engineers—it’s for product &amp; design leaders who know how to build the right things, the right way. Join us and start building AI for the world we want.

AI by Design: Learn to Build AI-Powered Products the Right Way

8:00 - 9:30am Pacific Time11:00 - 12:30pm Eastern Time5:00 - 6:30pm British Standard Time AI Product Discovery WorkshopThis workshop includes time to practice the frameworks we're learning with group breakouts and hands-on exercises. Recording will be available.

Tuesday, December 3rd

8:00 - 9:30am Pacific Time11:00 - 12:30pm Eastern Time5:00 - 6:30pm British Standard Time Design Considerations for AI SystemsGet ready to tour the world of innovative UI user experiences. Recording will be available.

Wednesday, December 4th

8:00 - 9:30am Pacific Time11:00 - 12:30pm Eastern Time5:00 - 6:30pm British Standard Time Data &amp; Technical Plans for AI ProductsWe'll dive deep into data considerations and how to choose between emerging architecture frameworks in AI systems. Recording will be available.

Tuesday, December 10th

8:00 - 9:30am Pacific Time11:00 - 12:30pm Eastern Time5:00 - 6:30pm British Standard Time AI Protoyping and ValidationGet ready for a fast-paced ride through the world of tool for AI prototyping and validation. Recording will be available.

Wednesday, December 11th

Put aside 2-3 hours to work on your AI project idea between sessions. You'll be guided with a workbook to consider the most important decision points.

Join our Slack community that lives on even beyond the course! Network with like-minded product and design leaders, and get feedback on your projects and progress.

Network & Get Feedback

Product Managers – Learn to evaluate AI opportunities, work with technical teams, and confidently lead AI-powered products.

Design Leaders – Understand how AI transforms user experiences and how to prototype AI-driven interactions.

Innovation &amp; Strategy Teams – Gain practical frameworks to guide AI decisions and validate AI ideas fast.

⚠️ This course is NOT for engineers or data scientists looking for ML model development—this is about AI application &amp; leadership.

You'll learn where AI-driven products succeed and fail, common pitfalls to avoid, and how to evaluate AI opportunities using industry frameworks. You’ll walk away knowing how to build a strong business case for your AI initiative.

🧠 Understand When to Apply AI in Your Product or UX

Learn the unique design challenges of AI-powered experiences—from trust and transparency to human-AI interaction best practices. Get hands-on exploring no-code AI tools and understand how to iterate efficiently with your team.

🎨 Learn Principles for AI-Driven Product & UX Design
 

You don’t need a technical background to test AI ideas. We’ll guide you through evaluating AI tools, setting validation criteria, and creating lightweight AI-driven prototypes using no-code platforms to bring your vision to life.

🛠 Know How to Prototype & Validate AI Concepts with No-Code
 

AI isn’t just about launching a feature—it’s about ensuring it delivers real value. Learn how to set success metrics, monitor AI performance over time, and avoid risks like bias, hallucinations, and user distrust.

📈 Measure AI Success & Avoid Common Pitfalls 

Whether you’re a product manager, UX leader, or innovation strategist, you’ll leave with a repeatable framework for integrating AI into your work, guiding stakeholders, and making smart AI decisions—without needing to code.

💡 Lead AI Initiatives with Confidence
 

Learn the AI skills you need to evaluate opportunities, design experiences, and build AI-powered products—without coding

Rupa Chaturvedi

Polly Allen

While most people are still struggling with basic AI prompts, top product leaders are using AI to take back time, ship faster, and unlock career-changing opportunities. The 100,000+ people who read my newsletter know that I don’t like to waste your time. That's why I’ve distilled my most powerful AI tactics into this intensive weekend bootcamp.&nbsp;Over 2 days of live, hands-on training, you'll learn how to: 1. Build your personal AI co-pilot. You’ll get the advanced AI prompts, tools, and workflows that save me 10+ hours weekly. No more generic AI responses - you'll have an AI co-pilot who truly understands what you want. 2. Use AI to advance your career. From writing cold emails that get replies to crafting your promotion narrative - you'll learn how to unlock AI as your career coach and personal storyteller. 3. 10x your productivity at work. I'll show you my exact AI system for extracting insights from messy feedback, crafting influential documents, and communicating effectively. You'll get back hours of your life every week. 4. Create AI prototypes fast. We'll build 3 functional demos using Claude, v0, and Cursor. You'll learn how to turn basic requirements into prototypes that wow stakeholders - no coding required. 5. Craft AI products users love. I'll share the best insights from deep dives with 30+ AI founders and product leaders. You'll learn to identify winning AI use cases and ship successful AI products. This is not an AI theory course. You’ll walk away with the exact tools, prompts, and workflows I use to balance a demanding product job and a creator business that reaches 300K+ people.&nbsp;My goal is to take you from AI novice to AI-powered product leader in a single weekend. What makes this course different ✅&nbsp;Extremely practical: No fluff, no theory – just battle-tested AI workflows you can use immediately. ✅&nbsp;Built for busy product leaders: Everything is optimized for people who want to save time and get results now. ✅&nbsp;Learn from AI insiders: Get the best-curated insights from my interviews with leaders at OpenAI, Perplexity, and more. ✅&nbsp;Immediate ROI: Get back 10+ hours every week using my personal AI systems from day one.

Advance from AI novice to AI-powered product leader in 48 hours

If your events are recurring and at the same time, it might be easiest to use a single line item to communicate your course schedule to students

Tuesdays & Thursdays

Feel free to type out dates as your title as a way to communicate information about specific live sessions or other events.

May 7, 2022

Schedule items can also be used to convey commitments outside of specific time slots (like weekly projects or daily office hours).

Busy product managers and founders who want to get back 10+ hours a week and build better AI products.

Designers, data scientists, and marketers who want to get more done with practical AI workflows.

This course is not for those seeking AI theory or technical ML concepts. We're laser focused on practical applications only.

Learn advanced AI prompt techniques and get the most out of the 20+ AI tools and workflows that are already working for me.

Skip months of trial and error with my personal AI prompts, tools, and workflows

Create an AI partner that gives you personal, tactical advice on advancing your career, getting unstuck, and solving challenges at work.

A customized AI co-pilot built for your specific needs

Transform your daily workflow with tactics and prompts to turn feedback into insights, craft influential artifacts, and communicate like the best.

12+ workflows to use AI to save time and get more done at work

Move beyond basic requirements to deliver functional demos that wow stakeholders using Claude, v0, Cursor, and other AI tools.

3 prototypes that’ll give you the confidence to build with AI

Get exclusive lessons on identifying winning AI use cases and launching successful products from the best in the industry.

Proven playbooks for crafting AI products from leaders at OpenAI, Perplexity, and more

My library includes 20+ up-to-date prompts I use weekly as a product leader and creator. It's your cheat code to get more done in less time.

[BONUS $150 value] My personal AI prompt library, annual membership to my newsletter, and private community access

An extremely practical AI bootcamp to 10x your productivity, prototype ideas fast, craft great AI products, and advance your career

Peter Yang

Product lead at Roblox (ex-Reddit, Meta). 100K+ trust my AI deep dive AI guides

Invest in Your AI-Driven Future—Risk-Free. With a money back guarantee. As AI reshapes every corner of tech, design and product teams are at a crossroads: embrace AI responsibly and creatively—or risk being left behind. This 8-week cohort-based course teaches you how to integrate AI into your workflow without losing the human touch. Whether you’re a UX designer, DesignOps professional, UX researcher, or product manager, you’ll learn the practical skills and ethical frameworks to build AI-powered solutions your users can trust and drive adoption. Why This Course Is Different:Other courses focus on teach you just to use a specific AI tool or set of tools, but these become out of date quicker than you can blink. We teach foundational enduring skills that are more tool agnostic and help me master AI thinking. We don't just dump information and make you do all the hard work to translate it into new practices for your context —we also help rewire how you think about and accomplish your work goals with AI as your partner, including : Why Human-Centered AI Is Essential for Today’s Professionals “All PMs Will Be AI PMs - or they won't be PMs any longer” AI isn’t a niche add-on anymore—it’s core to creating innovative products and experiences. But many professionals still feel uncertain or overwhelmed by rapid AI advancements. Designers &amp; DesignOps struggle with the fear of replacement or loss of creativity if they rely too heavily on generative tools. UX Researchers &amp; ResearchOps worry about black-box AI replacing human insight or misinterpreting user data. Product Managers need to translate AI possibilities into real business value—without falling into hype or ethical pitfalls. This course tackles those challenges head-on. You’ll gain a proven process to integrate AI ethically and effectively—so you stay competitive, relevant, and indispensable. Your Weekly Experience Includes:﻿- Focused e-learning modules that build practical skills- Real-world exercises you can apply immediately in your everyday work- Mental models that transform how you think about AI and makes applying learnings 10x more effective- Micro-habits that make AI integration natural- Live ethical sessions with practical case studies &amp; peer discussions that expand your perspective This course has been designed to reduce the friction of learning to adapt to AI driven ways of work, as well as boosters to accelerate your learning journey. BONUS BOOSTERS- Create Your Personal AI Adoption Blueprint: Giving your a starting point for adapting your ways of working- Create Your AI Writing Partner: A CustomGPT that writes exactly like you (but faster)- Learn a Rapid AI Research &amp; Learning Workflow: Never fall behind on AI developments again- Redesign one of your workflows to be AI+Human collaboration

Acquire the skills that today’s (and tomorrow’s) employers demand.

<ul><li>Intro to AI &amp; ML for non-technical roles</li><li>Understanding AI’s potential vs. limitations</li><li>Ethical imperatives and user trust</li></ul>

Week 1: Foundations of Human-Centered AI

Live Cohort Sessions: Weekly 90 min workshops where we dive into real-world examples, group discussions, and hands-on exercises.

Tuesdays

Learning contact time 1 hour self paced lessons + 1.5 hours weekly live session + community engagement. You'll be given practical exercises &amp; micro-habits to apply learnings directly to your AI use in your daily work.

Weekly Time Commitment

Once a week, drop in to get personalized feedback, troubleshoot AI challenges, or explore deeper niche topics.

Optional Office Hours

Team up with peers from around the globe, share insights, and tackle practical AI case studies together

Collaborative Project

Busy schedule? All sessions are recorded, and our community platform lets you ask questions anytime.

Flexible Support

Designers (UX / Product / Service)Supercharge creativity, speed up prototyping, and stay ahead of AI-driven design trends.

DesignOps &amp; ResearchOps professionals seeking streamlined workflows—like AI-driven analysis, automated design systems, or advanced research

Product Managers Translate AI potential into real product value—while staying user-centric.

Designed for Ambitious Teams & Individuals Who Want to Lead with AI

Learn the building blocks of generative AI, machine learning, and data-driven decision-making—no PhD or Tech background required.

Master AI Fundamentals

Go beyond plugging AI into existing workflows. Discover how to craft experiences that leverage AI in ways users love and trust.

Design for AI, Not Just with AI

Build guardrails against bias and privacy pitfalls so you can innovate confidently while respecting users’ rights.

Ethical & Responsible AI

Automate repetitive tasks in user research, design iteration, and product planning—freeing you to focus on strategy and creativity.

AI-Enhanced Productivity

Walk away with tangible case studies—like ethical AI-driven design, or product development —that showcase your new skill set.

Career-Defining Portfolio Projects

Deeply integrating Generative AI into your workflow requires a different approach to getting your everyday job done.

Learn methods to redesign new Human+AI ways of working

We must design for AI, not just with AI.    Future-proof your career by mastering the ethical, human-focused use of AI

Lightning Lessons

Ship a Prototype from Figma with AI Tools