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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

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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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ExternalSoftware Engineering
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Building a Cross-Platform E-commerce App with Flutter: Architecture, Challenges, and Lessons Learned

When building an e-commerce application today, users expect more than just a catalog of products. They expect instant search, secure payments, real-time order tracking, push notifications, and smooth performance across every device. Recently, we worked on a gaming marketplace mobile application that required all of these capabilities while maintaining a single codebase for Android and iOS. Here's how we approached the project. For this project we selected Flutter because it allowed us to deliver

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Bypassing Shadow DOMs & Same-Origin Iframes: How I Solved LinkedIn's Massive SDUI Update

Imagine waking up to see the browser extension you spent months building, refining, and scaling completely break overnight. That is exactly what happened to my extension, JobEasyApply. For months, job seekers used it to autofill job applications on LinkedIn. Then, in a single day, LinkedIn rolled out a massive frontend update. Suddenly: None of our selectors could find form fields. Clicks programmatically dispatched to buttons did absolutely nothing. Even when text fields seemed to be filled, f

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