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Stop Building Beautiful Frontends. Build Fast Ones Instead.

What I learned after shipping production applications with Next.js, React, and TypeScript. Every developer wants to build beautiful websites. Fancy animations. Glassmorphism. Perfect gradients. Complex UI. I used to think that was what made someone a good frontend engineer. It wasn't. After working on production applications, I realized users don't care how impressive your code is. They care about one thing. Speed. A website that loads instantly with a simple design will almost always outperform

webdevprogrammingproductivity
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ExternalSoftware Engineering
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Azure AI Search in 2026, how to build a RAG pipeline

Most RAG tutorials online show the same pattern: take a document, split it into chunks, generate embeddings, store them in a vector database, and when a query arrives search for the nearest vectors and send them to the LLM. It works. The problem is that in production, that pattern fails in ways that don't show up in the tutorial. A user types "SNAT error in network configuration". The vector for that query is semantically similar to dozens of documents about NAT, networking, and general network

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ExternalSoftware Engineering
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6 Months For Sentence Lab

I've been hacking away on Sentence Lab for 6 months now, and I'm very happy with where it's at in terms of features and usability. Initially I was just trying to create a tool to help with constructing sentences in Spanish, which I did, and then it kept evolving into what is now a language learning app with features rivaling much more established learning apps. I've been fairly slow to market it, but I did cross 600 members a few weeks ago, and I see increasing engagement as I continue to polish

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ExternalSoftware Engineering
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Autonomous Quantum Computer Calibration

A Google-led research team has demonstrated a quantum computer that continuously learns from its own errors during operation. This breakthrough replaces a major bottleneck in quantum computing with an artificial intelligence system that adapts as conditions shift, improving reliability and reducing interruptions. The study, published in Nature, details a reinforcement learning system that utilizes the ongoing stream of error-correction data produced during quantum computation. This system contin

quantumcomputingai
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ExternalSoftware Engineering
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A Week Contributing to CNCF Projects: What I Fixed and What I Learned

I spent last month contributing to Cloud Native Computing Foundation projects, on purpose and in the open. Not a hackathon, not a single big feature, but a deliberate sweep across many projects: fixing what was actually broken, filing what was genuinely missing, and reviewing other people's work where I had something useful to say. Here is what that looked like, and what I took away from it. One rule mattered above all: every contribution had to be real. Cloud native projects get a lot of low ef

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