Project Lightning Talk: Konveyor: Mining Developer Wisdom to Modernize Legacy Apps... Jonah Sussman

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Project Lightning Talk: Konveyor: Mining Developer Wisdom to Modernize Legacy Apps with Kai - Jonah Sussman, Developer / Approver

At KubeCon + CloudNativeCon EU 2025, we introduced Konveyor AI (Kai), a tool that pairs static analysis with LLM-powered agents to refactor legacy workloads for Kubernetes and cloud-native technologies. Six months on, Kai has evolved into a self-improving, app modernization tool.

Kai now captures anonymized diagnostics, agent actions, and developer confirmations during real-world modernization work. Successful fixes are mined into hints that feed into future runs. Additionally, a growing roster of specialized agents collaborates through an orchestrated workflow to apply fixes and leverage generated hints. The same insights surface directly in the IDE, giving teams contextual recommendations the moment they need them.

The result is a virtuous learning loop: every migration feeds a growing knowledge base that accelerates the next one: securely, at scale, and cloud native. Come see how Kai can super-charge your journey from legacy to cloud-native in record time.