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Free Lesson
RAG Anti-patterns in the Wild, and How to Fix Them
Part of The AI Powered Super IC
60 min
Jun 11, 2025 1:00 PM
Virtual (Zoom)
In this video
What you'll learn
Diagnose Silent RAG Failures
Learn to identify subtle failure modes where retrieval systems pass tests but disappoint users in production.
Implement Robust Monitoring Strategies
Master practical techniques to detect hallucinations and relevance issues before they impact end users.
Apply Architectural Solutions
Gain concrete architectural patterns to transform struggling RAG systems into reliable production applications.
Why this topic matters
RAG systems often fail in production despite passing tests, silently frustrating users. By understanding common anti-patterns, you'll develop expertise to build reliable AI products that deliver on their promise. This knowledge transforms you from a RAG implementer to an architect of dependable systems that succeed in real-world environments.
You'll learn from
Jason Liu
Consultant at the intersection of Informational Retrieval and AI
Skylar Payne
Founder of Wicked Data LLC
Previously at
