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We Doubled Our AI Tooling Budget. Our Release Rate Dropped Anyway

 Towards AI

A founder’s engineering dashboard looked great, until we checked what was actually reaching customers. Photo by Danial Igdery on Unsplash A founder I was talking to last quarter pulled up his enginee...

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A production RAG pipeline for real-world PDFs: structural retrieval, typed answers, cited lines

 Towards AI

The four bricks, run end-to-end on a real 45-page car-insurance policy. One surprising coverage question, answered with a number and the… Continue reading on Towards AI

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Why WebSockets don’t scale easily — and how AWS changes the game

 Towards AI

WebSockets are deceptively simple. Every connected user maintains a persistent connection to the server, and each connection continuously occupies server resources such as memory, CPU cycles, network ...

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