Uploaded November 2025 | Updated September 2026, 3 weeks ago
Before we dive back into building with Lovable, we need to talk about Product Requirements Documents (PRDs)—the blueprint that guides your entire product development process.
What You'll Learn:
1. What is a PRD? The master plan that explains what you're building, why, and for whom
2. Key Components: Problem statement, target users, features, and success metrics
3. PRD vs Product Backlog: Understanding the difference between strategic vision (why/what) and tactical execution (how/when)
Why This Matters:
A solid PRD helps you give better instructions to AI tools like Lovable and keeps you focused on your end goal instead of building random features. Think of it as the architect's vision before the contractor starts work.
Coming Next: I'll show you how to write a PRD in Markdown—don't worry, it's still English, and you'll master it quickly!
About This Series:
Applied AI Product Management is a course designed to help public servants understand and implement AI tools effectively. We focus on fundamentals over trends, practical applications over theory.
🔔 Subscribe for more no-code solutions to real-world problems
💬 Share your allocation challenges in the comments!
I built this for our public service community. If you find it useful, share it across the public service, please. And when you build something, tag me on LinkedIn (linkedin.com/in/yongkiat), and I'd love to see what you create!
Let's grow together. See you in the videos!
Instagram: instagram.com/rogue.teacher.sg/Retry
Before we dive back into building with Lovable, we need to talk about Product Requirements Documents (PRDs)—the blueprint that guides your entire product development process.
What You'll Learn:
1. What is a PRD? The master plan that explains what you're building, why, and for whom
2. Key Components: Problem statement, target users, features, and success metrics
3. PRD vs Product Backlog: Understanding the difference between strategic vision (why/what) and tactical execution (how/when)
Why This Matters:
A solid PRD helps you give better instructions to AI tools like Lovable and keeps you focused on your end goal instead of building random features. Think of it as the architect's vision before the contractor starts work.
Coming Next: I'll show you how to write a PRD in Markdown—don't worry, it's still English, and you'll master it quickly!
About This Series:
Applied AI Product Management is a course designed to help public servants understand and implement AI tools effectively. We focus on fundamentals over trends, practical applications over theory.
🔔 Subscribe for more no-code solutions to real-world problems
💬 Share your allocation challenges in the comments!
I built this for our public service community. If you find it useful, share it across the public service, please. And when you build something, tag me on LinkedIn (linkedin.com/in/yongkiat), and I'd love to see what you create!
Let's grow together. See you in the videos!
Instagram: instagram.com/rogue.teacher.sg/Retry
![Can Public Policy Officers Build AI Products? This UC Berkeley Class Says Yes!
**🎓 AI Product Management for Public Policy Officers | UC Berkeley GSPP | Spring 2026**
Are you still listing proficient in Microsoft Office on your resume while middle schoolers are building with ChatGPT and Claude? Its time to reskill for the AI era.
Im Yong Kiat, a Singapore public servant studying at UC Berkeleys Goldman School of Public Policy. Ive reskilled 5 times across drastically different roles - from product manager to healthcare policy analyst, NLP engineer, corporate communications, and middle school physics teacher. Now Im bringing these skills to you.
**📚 This Spring 2026 course covers:**
✅ Using AI tools like Claude, ChatGPT, and more in your daily workflow
✅ Building your own AI data assistants for policy analysis
✅ Creating policy simulations and models
✅ Connecting AI apps to your desktop and other services
✅ Understanding product management fundamentals
✅ Working effectively with tech sector colleagues
✅ Ethical considerations and responsible AI use in government
✅ Introduction to ethical hacking for policy professionals
**🎯 Who this is for:**
→ Public policy professionals looking to upgrade their tech skills
→ Government employees wanting to innovate in their agencies
→ Graduate students preparing for careers in tech policy
→ Anyone bridging the gap between policy and technology
**🏛️ About UC Berkeley Goldman School of Public Policy:**
One of the nations premier public policy schools, training the next generation of policy leaders and innovators.
**🌟 Why this matters:**
Public service can be innovative, cutting-edge, and fun. Learn to create the tools that will transform how government serves citizens.
**📅 Course Details:**
Spring 2026 | UC Berkeley Goldman School of Public Policy
Enrollment information: [LINK TO BE ADDED]
**👤 About the Instructor:**
Yong Kiat is a Singapore public servant and current student at UC Berkeley GSPP, with experience spanning product management, healthcare policy, NLP, communications, and education.
**💬 Questions? Drop them in the comments below!**
**🔔 Subscribe for updates on the course and more content on AI in public policy**
**🔗 Connect:**
Course Website: https://rogueteacher.me
Goldman School: https://gspp.berkeley.edu/
Email: yeo_yong_kiat@berkeley.edu
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