A seamless, groundbreaking human–AI collaboration that turned a complex pharmacy workforce challenge into elegant, production-grade software — in record time.
PK
Peter Kindzierski
Visionary Lead
Product owner, architect of the vision, and the relentless driving force behind every feature, deadline, and design decision. The human at the helm — and the one who kept five AIs pointing in the same direction.
Human · ISCEER AI LAB
🧠
Claude
Architect · Strategist
System architect and strategic brain. Designed the normalised database schema, multi-instance architecture, and overall tech vision. Wrote specs, resolved conflicts, and kept the big picture coherent across every sprint.
AI · Anthropic Claude
⚙️
CLI Coder
Backend Engineer
The engine room. Built the Python Flask backend, SQLite data layer, OneDrive sync logic, startup logging, and PyInstaller distribution pipeline. Turned architecture blueprints into battle-tested, production-ready code.
AI · Claude Code CLI
🎨
Web Coder
Frontend Craftsman
Pixel-perfect UI builder. Crafted every React component, the unified ExceptionModal, calendar views, FTE dashboards, and the polished UX that María uses day-to-day. Where architecture becomes something you can actually touch.
AI · Claude Web
MG
María
UAT Champion · End User
The indispensable real-world voice. As pharmacy owner and primary user, María stress-tested every feature, reported every edge case, and ensured the app works exactly as a working pharmacist needs it to — not just in theory.
Human · Farmacia Vida Sana
On the Collaboration
"A human with a clear vision, three specialised AIs executing in parallel, and one end user who refused to accept anything less than perfect — that's how you ship production software that actually gets used."
— The ISCEER AI LAB Method · Málaga, 2025–2026