I've been closely tracking AI advancements, especially tools that let product managers write code using natural language.
Here are the tools and prototypes I've created so far:
AI PM Course
I built this course because I wanted to actually understand AI, not just use it. Most PM resources give you surface-level overviews, but I wanted to know how embeddings work, when to use RAG vs fine-tuning, and how to talk to engineers without faking it.
So I made a 25-session course that runs inside Claude Code. You learn by doing: Claude walks you through real exercises, and you bring your own product idea so every lesson applies to something you actually care about. By the end, you'll be able to prototype AI features yourself and have real technical conversations about architecture tradeoffs.
Try it: Install Claude Code, clone the repo, and say "Let's get started."
Ace-that-interview.com
I spent 2 days hacking with my brother and this is what fell out the other end.
Ace That Interview is an interview prep platform for job seekers targeting specific companies. Users search for roles like "Google PM interview prep" and land on tailored pages (e.g., /google/product-manager) with guided prep courses.
Key features:
Modular content system: ~20 modules (general prep, company culture, role-specific) combine to cover hundreds of company/role combinations
AI-generated content from public sources (Glassdoor, Reddit) focused on interview psychology—what interviewers really want
Story-based UX with progressive disclosure: one step at a time, varied formats (video, audio, text, infographics, quizzes), timeline showing full journey
Business model: Testing freemium vs. ~$200 one-time paywall for company-specific content.
PLAY WITH THE APP
Tigertest.io
What started as a simple New Jersey DMV practice app for myself evolved into a full platform covering all 50 states.
Using Claude Code, I first updated and improved my original NJ app, then generated 2,000 state-specific questions to complement the existing question bank. From there, I built out TigerTest.io - a completely free practice test platform featuring mastery-based training, four practice tests per state, pass probability tracking, and full user accounts.
The entire product was built through AI-assisted development.
2 months after launch and the site has racked up over 50,000 questions being answered.
New Parent Qbank
A lightweight web app that presents a series of questions designed to help new or expecting parents reflect on their preferences, priorities, and readiness for parenthood. The interface guides users through each item in a simple, engaging format and then summarizes insights at the end to support self-reflection or discussion between partners.
I built this in a few hours with Claude Opus 4.5.
Family Colouring Book
I decided to create my neice and nephews a coloring book using the latest gpt 4o image creation. With that you can upload a photo of a pesron - and then have it recreate them as a line drawing.
Turret.fun
A prototype for a website and an app for a game I am developing with my brother Pete.
I built all of this is 3-4 hours.
PLAY WITH THE APP
NJ Driving Knowledge test Qbank
I moved to Jersey and decided to get my driving lisence. I just built this tool to help me pass the NJ Driving Knowledge test using bolt.new. It took me 4-5 hours.
I used ChatGPT and Claude to analyze the 223 page driving manual pdf and come up with 200 hard questions that I split into 4 practice tests. I then built this qbank app to help me master each question. I wrote 0 lines of code. Amazing!
UPDATE - I shared the app on reddit and it now has over 1200 users.
PLAY WITH THE APP
A rapid prototype for an interview
I interviewed with Stensul and as part of the prcoess - they asked me to show how I would think through building a new landing page creation system.
UPDATE - I got the job.
This took me around 2 hours to put together: