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Learn EDR Internals: Research & Development From The Masters
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Learn how to build fault-tolerant generative AI solutions capable of handling millions of daily requests through this 32-minute conference talk from Conf42 MLOps 2025. Discover the real-world challenges and solutions encountered while launching Elementor's AI Site Planner, including overcoming obstacles with OpenAI and Microsoft Azure integrations. Explore Elementor's complete AI journey and significant achievements in the field, then dive deep into the technical strategies for managing over 1 million daily AI requests at scale. Master the principles of building resilient AI architectures that can withstand failures and maintain consistent performance under heavy load. Understand continuous improvement methodologies for AI solutions and learn practical approaches to monitoring, optimization, and system reliability. Gain insights into production-level AI deployment challenges, fault tolerance mechanisms, and scalability patterns that ensure robust performance in enterprise environments.
Syllabus
00:00 Introduction and Overview
00:31 Launching the AI Site Planner
01:23 Challenges with OpenAI and Microsoft Azure
03:05 Elementor's AI Journey and Achievements
05:32 Handling 1 Million Daily AI Requests
13:33 Building a Resilient AI Solution
23:53 Continuous Improvement in AI Solutions
31:01 Conclusion and Takeaways
Taught by
Conf42