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Become an AI & ML Engineer with Cal Poly EPaCE — IBM-Certified Training
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Explore a comprehensive conference talk demonstrating how to modernize legacy applications using generative AI and static code analysis tools. Learn about the innovative "Kai" tool that combines Konveyor.io (a CNCF Sandbox project) with Large Language Models to automate code transformation without requiring LLM fine-tuning. Discover how this approach uses prompt engineering and Retrieval-Augmented Generation (RAG) to augment LLM knowledge with Konveyor data for identifying and resolving code modification requirements. Watch a live demonstration showing the complete migration process of a legacy application to Kubernetes, covering migration challenges, generative AI tools, real-world conversion examples, and future possibilities in application modernization. Gain insights into static code analysis techniques, automated code transformation strategies, and practical approaches to eliminating technical debt while transitioning legacy systems to modern cloud-native architectures.
Syllabus
00:00 Getting Started
01:36 Migration Challenges
07:14 Generative AI Tools
11:05 Live Demo
16:46 Real World Conversion
23:23 Future Possibilities
26:13 Closing Thoughts
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