# Session title How to prepare your codebase for AI agents ## Session URL https://webexpo.net/prague2026/sessions/free-workshop-prepare-codebase-for-ai-agents/ ## Session Type Free Workshop ## Talk Description AI agents are only as useful as the context you give them. In this workshop, we'll work through a practical approach to documenting your codebase so AI can actually follow your patterns — whether you want non-technical teammates to contribute, or your team to prototype faster. We'll use real examples to make it concrete, including a documented website and a product codebase, and you'll leave with a clear starting point for applying this to your own project. What you will learn In this workshop, you'll learn how to think about preparing a codebase for AI agents — without getting lost in technical setup or implementation detail. We'll work through how to create a lightweight design system for your website so AI agents can actually follow your patterns, and how that same thinking applied to a product codebase enables PMs and Designers to prototype with AI. Along the way, you'll see how the right documentation unlocks contribution from non-technical teammates — designers, marketers, PMs — who previously couldn't touch the codebase at all. You'll leave with a clear mental model, real examples to reference, and a simple template you can start applying to your own project straight away. Who is the workshop for? Designers, product managers, and business stakeholders who want to make AI tools work reliably across their team — not just for individual power users. No coding required. What are the attendee requirements? None — bring a project or product you work on in mind. That's enough to get started. If you want, bring your computer and agents running while you listen 🙂 How to register for this workshop? This workshop is included in the conference ticket. The registration is on first come, first served basis (maximum capacity of 50 people). ## Tags Automation, Business & Growth, Design Thinking & UX, Future of Work ## Session Focused on Web Development: 20%, Design & UX: 100%, Marketing: 60%, Business: 100% ## Session Presenter Jan Bělohlávek ## Session Presenter Bio Jan Bělohlávek builds products that solve actual problems rather than just looking good on a roadmap. Currently a Product Manager at Supernova, he sits precisely at the intersection of design and development. His product background runs deep, having previously led AI analytics features at Bloomreach and co-founded his own e-commerce startup. Jan is famously obsessed with user feedback and once voluntarily joined a customer support team just to experience the real pains of his users first-hand. ## Session Details ### Date May 28, 2026 12:00 pm ### Duration 50 Minutes ### Specific Location Not specified ### General Localtion Lucerna Palace, Prague, Czech Republic