Mixture of Experts (MoE): The Specialist Consultant Revolution 🏢

Building on our transformer story - if you haven't read the complete transformer guide yet, check it out first!Remember Our Transformer Story? In our previous deep dive, we learned that transformers have this amazi…...

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How Transformers Actually Work: The Complete Simple Guide 🤖

Ever wondered how ChatGPT, Claude, or GPT-4 actually understand and generate text? Let me break down the magic behind transformers like you're 12 years old! 👇Note: When I mention "117 million parameters" …...

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A Few of the Crazy Ways to Secure Secrets on Kubernetes / OpenShift

Injecting sensitive secrets like API keys, credentials, and tokens into running containers presents significant security challenges that go far beyond the basic Kubernetes Secret mechanisms. While standard approaches li…...

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RAG+ Revolution: How Application-Aware Reasoning Transforms AI Knowledge Systems

Paper Review and AttributionThis article is based on the fascinating research paper "RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning" by Yu Wang, Shiwan Zhao, Ming Fan, and coll…...

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Graceful Degradation Strategies for GenAI Systems: Enterprise Implementation Framework

IntroductionGraceful degradation ensures systems maintain core functionality even when components fail or face performance issues, rather than experiencing complete system failure. In GenAI and inference systems, this c…...

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