Platform engineering teams are increasingly exploring how AI can automate operational workflows across infrastructure, deployments, and developer support. Many real-world scenarios, however, require multiple specialized agents collaborating together, rather than a single AI assistant.

This session introduces caipe.io, an open platform that applies multi-agent systems to automate platform engineering operations. We will demonstrate how agents collaborate across tools such as Git, Kubernetes, CI/CD pipelines, and incident management systems to support tasks like troubleshooting, deployments, and infrastructure management.

This hands-on technical session will walk through the architecture and design patterns behind building AI-driven platform engineering systems using coordinated agents, with practical examples from real engineering workflows.