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Most RAG systems have a dangerous flaw.
They confidently answer questions even when they retrieve the wrong information.
Retrieval fails.
The LLM doesn’t know it failed.
And the user gets a beautifully written hallucination.
I wanted to fix that.
So I built a Corrective RAG (CRAG) pipeline that do...
There is a file on your server right now that contains every secret your program has ever touched. It was written without your permission. It has no access controls. And when your process died — at 2am, on a Tuesday, in a container you forgot was running — the operating system photographed its entire mind a...
Leonardo Da Vinci called it saper vedere — knowing how to see. Most of us run Go for years seeing only what the runtime lets us see. A goroutine leaks, and it doesn’t crash. It doesn’t panic. It just sits there, forever blocked on ...
Picture this: you’re building an AI agent that has to run thousands of times a day — reading documents, executing code, making decisions…