Product Discovery Director with a researcher's mindset. I'm exploring how AI changes the way product teams discover what to build — and turning those findings into my PhD dissertation.
- 🔍 Product Discovery — structuring messy user insights into decisions worth building
- 🤖 AI in Product work — researching and applying AI tools across the discovery process
- ⚙️ Dev-ready specs — bridging the gap between product thinking and engineering execution
- 🎤 Workshops & consulting — helping teams go from talk to real action (→ productpope.com)
- Product Discovery Director @Autopay
- AI Solutions: Products and Operational @Autopay
- Building Help By Play — community initiative turning gameplay into charity funding
- PhD research on AI tools in the Product Discovery process @Uniwersytet Zielonogórski
- Mentoring @Colonea
- Co-organizing Product Pro Summit — the coolest product non-conference in Poland
Tools built for Product Managers, Developers, and AI practitioners — starting from real operational problems, shipped with Claude Code:
- 🎮 Help By Play — open-source gaming platform where players generate ad revenue for NGOs directly via Google AdSense (→ helpbyplay.com)
- 🛠️ MCP servers — production-ready integrations connecting AI assistants to real data (e.g. MatomoMCP — analytics for Claude Desktop)
- ♿ Accessibility tooling — automated WCAG compliance workflows built with Claude Code
- 🖥️ Desktop monitoring — Claude-native tools for operational product oversight
- 📋 Discovery frameworks — prompt libraries and templates for structured product research
- 📄 Developer handoff docs — specs and components ready for engineering teams
- 🔬 Research notes — findings from my PhD work on AI in Product Discovery
I use Claude Code to close the gap between product intent and working software — without a dev team. Most tools here started as a real operational need and ended up as open-source releases useful beyond their original context.
If it solves a product problem and Claude could build it — it belongs here. More tools shipping regularly.