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FeaturedMachine Learning

Your RAG worked in the demo. Then real users arrived.

It aced every demo question. Then real users arrived, and it started confidently making things up. Here's everything that broke in production, and how we actually fixed it.

Intermediate10 min

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Your RAG worked in the demo. Then real users arrived.

AI6 min

What is RAG, really?

What retrieval-augmented generation actually is, why it exists, how it works, when to reach for it, and where it breaks. The plain, complete version.

Intermediate

Aboo Bakr Muhammad

Jun 28, 2026

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