I’m a product manager building an AI-native product lab.
I design experiments, workflows, and micro-products that explore how AI can transform how product managers work and the systems they use.
My goal is simple:
→ Turn PM thinking into working tools and experiments.
This GitHub is a live product lab.
It contains:
- AI-powered PM workflows
- experiment systems
- micro-products
- decision-making tools
• Claude Code • Replit • GitHub • AI Agents • Jules • Cursor • Stitch • Google's Anti-Gravity • and more
Everything here is part of a larger system:
→ PM AI Operating System
→ Experiment Studio
→ Skill Engine
| Area | What it is |
|---|---|
| PM AI OS | Core workflows + agents |
| Experiment Studio | Live experiments |
| Skill Engine | PM capabilities |
- AI Idea Validator
- Product Design Coach
- A/B Testing Coach
PMs should not just make decisions.
They should build systems that generate decisions.
PM Experiment Studio
A living, breathing and growing lab for experiments.
Click the Image above to Explore the lab
PM AI OS
AI-native product management system: workflows, agents, and decision frameworks for modern PM execution.
Click the Image above to Explore the OS
PM AI Demo
Real product scenarios and applied PM thinking using AI systems.
Click the Image above to see the Demo Approach
→ See what I’m currently focused on
If you're interested in:
• Product thinking
• AI-native workflows
• Experimentation systems
Feel free to connect.
LinkedIn:
https://www.linkedin.com/in/victor-njoroge/