09.2025 — present
Product Owner, Architect
GSEXPERTS Sp. z o.o. · own projects with AI tools, and learning
All of the code in these projects was written by AI tools (Claude, Claude Code, GPT). I came up with the ideas and was the product owner and the architect: I set the requirements and designed the solutions. The exception is learning .NET — there I write the code myself.
- Process for writing a documentary book (09–10.2026): a team of 10 AI roles wrote, checked, translated into English and typeset for print a book based on an export of my own conversations with a chatbot. The roles work through files and commits in one git repository, with permissions enforced by a script; a new fact goes into a canon of facts first, and every quote is checked by script against the conversation record.
- Kolofon (kolofon.dev, 2026): an engine for publishing sites; 3 instances, 2 language versions in one deployment and one database; new posts flow from the RSS feed to Facebook, Instagram and Bluesky automatically (Make.com).
- Analytics (10.2026): an evidence browser with full-text search; every conversation scored by a model and shown on charts and a timeline; a site-traffic dashboard with consent-based data collection and bot filtering.
- Learning .NET (since 08.2026): DeviceHub — an ASP.NET Core API (.NET 10) with EF Core and Azure SQL, deployed to Azure App Service; semantic search in .NET with a model run through ONNX Runtime.
C# · .NET · TypeScript · Cloudflare Workers · D1 · Python · git