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The Myth of 'Future-Proof' Technology
Every launch comes with the same implicit promise: buy this and you won't need to buy again for years. The promise has never once held up, and understanding exactly why explains what to actually pay attention to instead.
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Treating Codex as a junior engineer with an infinite patience budget
Codex does its best work when you brief it the way you'd brief a new engineer: context, constraints, and a clear definition of done, not a one-line prompt. The patience it has for iteration is real. It's still only as good as what you told it about the codebase.
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What We Talk About When We Talk About Critical Thinking
Critical thinking is the most-cited educational goal of the AI era and the least clearly defined. Precision matters because the vague version is unteachable.
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MacBook Air 13 vs 15: Does the Bigger Screen Earn Its Price?
MacBook Air 13 vs 15 in 2026: they are the same computer with different screens. Where the extra two inches help, where they only add weight and cost, and who each size truly suits.
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Why AI Frameworks Fail Outside Demos
Every AI framework launches with a demo that borders on magic. Then you try to build something real with it. Why the gap between playground and production is structural, not a bug in any specific framework, and what actually closes it.
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Diffing agent output against main before you trust a single file
Claude Code can touch a dozen files in one run and you'll only ever see what it decides to show you in the transcript. A clean working tree before you start is what turns 'trust the summary' into 'read the actual diff.'
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How to Use iCloud Properly Across Every Apple Device Without Paying for 2TB
Understand what every iCloud toggle does, how Optimize Storage works, and what to keep in the cloud versus on a drive — so you avoid the 2TB upsell for good.
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The Homework Industrial Complex
Harris Cooper's homework research has been clear since 1989: most homework doesn't work. AI just made the inconvenient evidence impossible to ignore any longer.
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The Difference Between Testing a Product and Living With It
Every product performs during the first two weeks. Testing measures that performance. Living measures degradation, workflow fit, and the satisfaction curve, none of which a launch-window review can see.
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Leaning on Copilot Edits for multi-file, reviewable diffs instead of raw chat
Copilot Chat is fine for a single function. The moment a change touches more than one file, Copilot Edits produces something reviewable, a proper diff against your working tree, instead of five code blocks you have to reassemble yourself.
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Higher Education Is About to Find Out What It Actually Sells
AI is separating knowledge access from credential from network from status signaling. Universities that can't articulate their unique value are in real trouble.
