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From Idea to Impact: AI-Driven Prototyping for the Open Web In an era of rapid technological shifts, the challenge isn't just building faster — it's building the right product. This hands-on workshop explores how to leverage artificial intelligence and open technologies to create products that solve real-world problems, bridging the gap between product thinking and technical execution — moving beyond basic automation to focus on meaningful impact. Participants will navigate a compressed product cycle, treating AI as a collaborative partner rather than a mere shortcut.

The Workflow Ideation & Framing

Using LLMs (ChatGPT / Claude) to sharpen problem statements, analyze user needs, and validate market opportunities before writing a single line of code. Rapid Prototyping

Designing clickable, high-fidelity prototypes in Penpot — the open-source design tool — using Lucide Icons for a clean, consistent visual language. No Figma license required. AI Integration

Running a local AI model with Ollama — fully open-source, no API keys, no cloud dependency — to power real intelligent features directly from your laptop. Functional Build

Bringing the prototype to life as a working app using Python and Streamlit — open-source frameworks that turn an idea into a testable product in minutes, not weeks. Product Logic

Grounding every technical decision in user value and measurable outcomes. This is not a purely technical workshop.

Notice: Bring your laptop to get the most out of this workshop.