Posts by uglypeardata

@uglypeardata

Uglypear Data

High-performance document compression × RAG data engineering. We turn scattered...
uglypear.com/en Joined October 2026
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Posts by uglypeardata

uglypeardata • • in Articles • 6 min read
I've always been the person in the room who pushes back on "just put it in the cloud." Not for ideological reasons, and certainly not because I enjoy being difficult. The reason was plain: our documents are the business. Client contracts, internal no...
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uglypeardata • • in Articles • 5 min read
!http:// If you have ever wired up a retrieval-augmented generation system for a normal company, the healthcare version will feel familiar and then suddenly will not. The retrieval math is the same. The constraints are a different sport. This is a w...
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uglypeardata • • in Articles • 4 min read
Maybe this is obvious to some of you but it drove me up the wall for weeks, so posting in case it helps someone else. I do a lot of contract and document work. My setup is basically an AI assistant that I talk to about files all day. The model is pl...
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uglypeardata • • in Articles • 5 min read
I've been shipping small file utilities for a few years, and like a lot of people in indie circles I watched the AI wave roll through. Almost every new project follows the same template: a wrapper around a hosted model, a Stripe subscription, "AI-po...
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