Overview
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Explore how Large Language Models can revolutionize multi-cloud infrastructure management in this 12-minute conference talk from Conf42 Prompt 2025. Learn about the evolution of cloud deployment strategies and discover how LLMs can address the complex challenges of managing infrastructure across multiple cloud providers. Examine the vision and architecture for autonomous agents that can handle multi-cloud environments, including their role in verification, compliance, and continuous monitoring. Understand the reconciliation processes that ensure infrastructure consistency and explore the key challenges organizations face when implementing LLM-driven multi-cloud solutions along with effective mitigation strategies. Gain insights into building trust in autonomous systems and develop practical implementation strategies for integrating LLMs into your multi-cloud infrastructure management workflow.
Syllabus
00:00 Introduction and Speaker Background
00:18 Evolution of Cloud Deployment
00:41 Leveraging LLMs for Multi-Cloud Infrastructure
01:44 Challenges in Multi-Cloud Management
04:01 Vision for Autonomous Agents
04:36 Architecture of Autonomous Agents
06:02 Verification and Compliance
07:07 Continuous Monitoring and Reconciliation
08:35 Challenges and Mitigations
09:52 Building Trust and Implementation Strategy
11:36 Conclusion and Key Takeaways
Taught by
Conf42