AI in practice: from a start-up built with Claude Code to an agent workflow from meeting to prototype
โWelcome everyone! ๐
โIf you're looking for practical examples of how AI can actually help you build things and work smarter - this is the right place.
โ๐ What to expect:
โPractical AI use cases with live demos
โDirect Q&A with the speakers - ask anything
โRelaxed coffee-break networking with people experimenting with AI
โConcrete inspiration you can start using the same day
โ๐ฝ Lunch together: After the official part, join us for lunch and continue the conversations with the speakers and fellow participants
โ๐ค ๐๐๐ฅ๐ค ๐: ๐๐ฅ๐๐ฎ๐๐ ๐๐จ๐ฅ๐ ๐๐ ๐๐ญ ๐๐๐ฌ ๐๐ฒ ๐๐๐: ๐ ๐ข๐๐ฅ๐ ๐๐จ๐ญ๐๐ฌ ๐๐ซ๐จ๐ฆ ๐ ๐จ๐ฎ๐ซ ๐๐จ๐ง๐ญ๐ก๐ฌ ๐จ๐ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐ ๐ ๐๐ญ๐๐ซ๐ญ-๐ฎ๐ฉ ๐ฐ๐ข๐ญ๐ก ๐๐ฅ๐๐ฎ๐๐ ๐๐จ๐๐
โFour months ago, Alaa started building his AI start-up, Visioth, with Claude Code as his main collaborator: the website, company email, security, a cloud server and a small team of AI agents. It moved fast, it was sometimes confidently wrong, and one day Claude told him it was his CEO. Another day, his own account recovery codes ended up somewhere they should never have been.
โThis talk distils those four months into the working habits he wishes he had known on day one, shown through live demos with almost no slides: why a single AI answer is only a first draft and how to make several agents check each other, how to give Claude a lasting memory of who you are and the rules you follow, how to stop burning through usage limits, when a small script beats the model, and the safety checks that catch what the AI misses.
โFor founders, builders and anyone using AI for real work. No coding background needed.
โ๐ Alaa Khashoun: mechatronics engineer (MSc, Warsaw University of Technology and FAU Erlangen) and founder of Visioth, a Warsaw start-up building quality checks for the data that trains computer-vision AI. Builds with Claude Code, AI agents and Python at visioth.com.
โ๐ค ๐๐๐ฅ๐ค ๐: ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ ๐๐ญ ๐๐จ๐ซ๐ค: ๐ ๐ซ๐จ๐ฆ ๐๐๐๐ญ๐ข๐ง๐ ๐ญ๐จ ๐๐๐ซ๐ข๐๐ข๐๐ ๐๐ฎ๐ญ๐๐จ๐ฆ๐ (40-minute practical workshop for AI to Grow)
โAndrew Tomin will show how an AI agent finds decisions and gaps in a realistic meeting transcript, builds a working brief and creates a clickable prototype after human review.
โThe session starts with a simple comparison between a browser-based AI chat and an agent that can work with goals, files, context and tools.
โAndrew then demonstrates one complete workflow:
Meeting transcript โ decisions and gaps โ human clarification โ working brief โ Human Check โ prototype โ outcome validation
โThe prototype is used to check whether the output solves the original task. The goal is not to generate more documents, but to show how a working brief, a Human Check and a prototype keep the result grounded in the source.
โDesigned for product and project managers, marketers and content teams, operations managers and team leads, founders and independent experts. No coding experience required.
โParticipants will receive:
โA reusable meeting-to-prototype workflow
โA working brief template
โA prompt sequence for each step
โA Human Check checklist
โ๐โโ๏ธ Andrew Tomin: AI Product Manager, AI adoption consultant and founder of AISandboxLab.com, a hands-on AI bootcamp for non-coders. 14+ years building B2B products, including at EPAM, WorkFusion, Wargaming and Inspectorio. Helps teams adopt AI in day-to-day operations and move beyond browser-based AI chats, using Codex, Claude Code and Cursor to build workflows where agents work with project files and context and return results for human review.
โ๐ถ Entry fee: 30 zล (cash or card)
โ๐ Join the AItalks2Grow community to stay updated on upcoming events