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Introduction Ever since Swift Concurrency was introduced, its main mission has been clear: keep memory safe without making us write callback hell. But if we’re being honest, context switching-specifically thread hopping-has always been a bit of a head-scratcher. How many times have you marked an async function as nonisolated
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This article contains links to some of my past articles, along with AI-generated historical facts and analysis that support it. Being a Lazy Programmer In “Code Complete (2nd edition)”, chapter 33.7: 33.7. Laziness Laziness manifests itself in several ways: Laziness: The quality that makes you go to great
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A New Era How should we code applications now, in the advent of AI and Large Language Models ? Should we follow the path of the ‘Vibe Coders’ ? Are we to become ‘Prompt Engineers’ ? What of AI ‘Spec Driven’ development ? Or could we adopt all of these approaches combined to suit
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Fourteen of my forty weekly hours belonged to one recurring status meeting with eleven people on the invite. Cutting it to four people and fifteen minutes did not slow anything down. Forty hours in a week, and fourteen of them belonged to one recurring meeting. I counted, calendar block by
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Overview ARK-ASR-3B is a 3-billion-parameter multilingual automatic speech recognition model built by Audio8 that combines a Whisper-style audio encoder with an MLP adapter and a Qwen decoder. The model operates at 16 kHz sampling rate and achieves state-of-the-art performance on the Hugging Face Open ASR Leaderboard English short-form benchmark with
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The strongest strategic signal in today’s source window is the transition from model-scale competition to power-system-scale competition. Brookfield and NextEra Energy have announced plans for a privately financed AI infrastructure and energy complex at a former U.S. nuclear-weapons site in Paducah, Kentucky. The project could involve approximately $100
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I need you to imagine something so bear with me. Imagine you’re playing a character in your favorite RPG. You start off weak. A simple rat makes you run for the hills. You can barely hold a sword. Magic? You probably can’t read, forget about magic. You are
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The cover image on this article was not made by me clicking a button. I typed a description of the shot I wanted into a chat window, an agent picked the model, set the resolution, fired the generation, and handed back a file. No dashboard, no export menu, no manual
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Humanoid robots are everywhere in the news right now. From Tesla's Optimus to Figure AI, Unitree, Agility Robotics, and Boston Dynamics, it seems like every week brings another breakthrough. The latest headlines focus on robots becoming faster, more capable, and increasingly ready to work alongside people in factories,
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When the score report loaded, I read it twice. 996 out of 1000, and 100 percent in every one of the seven domains. I have sat a lot of technical exams. A clean sweep across every category is rare, and the reason it happened here is not that I memorized
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A 502 Bad Gateway tells you that one proxy failed to get a valid response from another system. It does not tell you which layer failed, whether the application ever saw the request, or which timeout actually expired. We learned that distinction during a production incident involving failed file uploads
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For many founders, acquisition becomes the finish line long before they have built a business worth buying. From the first fundraising pitch, conversations often revolve around exit multiples, strategic buyers, and potential acquisition timelines. Teams begin making decisions that optimize for appearing attractive to acquirers rather than creating a durable
