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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Explore how artificial intelligence transforms legacy mainframe systems into modern, scalable architectures in this 16-minute conference talk from Conf42 SRE 2025. Discover the fundamental challenges organizations face when modernizing mainframe environments and learn how AI technologies can streamline the transformation process. Examine a detailed financial services case study that demonstrates real-world implementation strategies and outcomes. Understand AI-driven testing frameworks that ensure reliability during migration processes and explore comprehensive implementation frameworks for integrating AI into modernization projects. Learn to identify and mitigate common challenges that arise during AI-powered mainframe transformations. Investigate future technological directions including quantum computing's potential impact on mainframe modernization. Gain practical guidance specifically tailored for Site Reliability Engineering teams managing these complex transitions, with actionable strategies for maintaining system reliability throughout the modernization journey.
Syllabus
00:00 Introduction to Mainframe Modernization
01:25 Challenges in Mainframe Modernization
02:42 AI's Role in Modernization
04:52 Case Study: Financial Services
07:19 AI-Driven Testing Framework
08:43 Implementation Framework for AI
10:01 Common Challenges and Mitigation Strategies
11:43 Future Directions: Quantum Computing
14:16 Practical Guidance for SRE Teams
15:35 Conclusion and Final Thoughts
Taught by
Conf42