In this hands-on workshop, attendees split into teams - Project Management, Development, QA, and Marketing - to build an AI-enabled development for a fictional airline, AgenticAIrways.
Each team builds an AI agent for its role in the delivery workflow. The PM team defines requirements and passes them to the Dev team, who build features with tool use and domain-specific logic. The Dev team hands off to PM and QA for review and stress-testing with adversarial scenarios and edge cases. Once the system passes muster, it's handed to Marketing to define how the product is communicated to end users.
Agents communicate and coordinate using MCP and Agent-to-Agent (A2A) protocols, mirroring how agentic software will increasingly be embedded in real development workflows.
Whether the airline launches successfully or descends into chaos, every team will walk away with practical experience designing, constraining, and orchestrating multi-agent systems — and a clear understanding of how AI agents can augment each role on a dev team.
This workshop has been presented at TechLead Conf Amsterdam 2026: Adopting AI in Orgs Edition, check out the latest edition of this Tech Conference.














