AI-Assisted Development in Practice: Chatbot + Agentic Testing from Scratch

Alex Marmuzevich

GenAI-based projects are easy to prototype, but hard to test. In this hands-on workshop, we will build a simple AI chatbot from scratch and, in parallel, create an AI agent that tests it during development. The testing agent will generate user scenarios, detect failures such as prompt issues, incorrect tool usage, etc., and then suggest concrete next steps for improvement. The core theme of the workshop is building AI systems with the help of AI itself, while keeping an engineering-driven approach to design