Author: James Andrew
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A small software team can ship a product containing code written by thousands of people it has never met. That is normal. The team installs a web framework, logging library, database driver, image processor, authentication package and a pile of smaller dependencies underneath those dependencies. Nobody writes all of this from scratch because doing so…
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A website can be perfectly healthy and still appear completely dead. The server is running. The database is fine. Nobody deployed bad code. Yet your browser says the site cannot be reached, and suddenly a team is refreshing dashboards like they are trying to restart the internet through concentration. Sometimes the problem is DNS. DNS…
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A website once reduced its cloud bill after an engineer found a job that was processing the same data over and over. The fix was tiny. The environmental benefit was tiny too, at least for one application. But I liked the story because it exposed something software hides very well: code consumes physical resources. Servers…
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The first warehouse robot I found impressive looked nothing like a robot from a movie. It was a low platform moving shelves. No face. No arms. No conversation. It rolled under a storage rack, lifted it slightly and carried the entire rack toward a worker. That was it. The machine was useful because it did…
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I used to hesitate before saving a card in an app. The mental picture was simple: the company would store my card number in a database, and one day that database might appear in a breach notification. Sometimes that is still close to reality. Increasingly, though, payment systems try not to pass the real card…
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A lot of people delay learning software because they think the “engineering part” begins after they learn Python, JavaScript, or whatever language YouTube is recommending this month. I think that’s backwards. Code is a tool. The more useful shift happens earlier, when you stop treating problems as solid walls and start treating them as systems…
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There were enough AI announcements this summer to make a normal person stop caring. A new model appeared. Then another one arrived with a decimal point in its name. Companies published charts showing that their system had beaten somebody else’s system on a test almost nobody outside the industry had heard of. For two days,…
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Quantum computing has a public-relations problem. Every few months, a headline says a machine has done something “impossible.” Then the article adds qubits, entanglement and a photograph of a gold chandelier hanging inside a laboratory freezer. Most readers reach the same conclusion: this is either the future of everything or a complicated way for physicists…
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The quickest way to ruin an AI side project is to describe it too well. You start with a small irritation—maybe you keep losing useful links in Slack. Ten minutes later, the idea has become an “AI-powered knowledge platform for modern teams.” Now it needs accounts, a dashboard, browser extensions, billing and probably a logo…
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The strangest thing about AI coding tools is how quickly they make you feel productive. You type a request, watch several files appear, and suddenly there is a login page, a database connection and a button with a tasteful blue gradient. Ten minutes earlier you had an empty folder. Now the terminal is scrolling like…