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Start Here: A Plain-English Map to Understanding AI
New here? This is the front door — how AI works, how to use it, and how it affects you, organized into three paths so you can start exactly where you are.
Aug 19, 20266 min read
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AI Coding Assistants and Developer Skill Loss: What the Research Actually Shows
A randomized trial found AI users scored 17 points lower on comprehension after learning a new library — but the spread inside the AI group was even wider.
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Predict Before You Prompt: How Junior Developers Actually Get Good in the AI Era
AI didn't take your reps. It made them optional — and skipping them is why you ship more and learn less.
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Experience Isn't Years. It's Surprises: How Developers Actually Get Better With AI
Two developers fix the same bug with the same AI. Only one gets better. Here's the mechanism, and the one-sentence habit that fixes it.
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Juniors Aren't Losing to AI. They're Losing the Review Queue.
Entry-level roles vanished while senior hiring held steady. One constraint explains both — and it changes what you should be optimising for.
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Your Career Isn't Measured in Code. It's Measured in Blast Radius.
AI made writing software cheap. The metric that decides your next level was never output.
Sep 10, 20269 min read
Why Developers Stop Growing With AI (And How to Start Again)
Everyone blames the loss of productive struggle. The real loss is correction, and it's the one you can buy back.
Sep 9, 20268 min read
Metastable Failures: Why Your System Stays Down After the Cause Is Fixed
The trigger lasted two minutes. The incident lasted nine hours. Here's the failure mode your postmortem template can't see.
Sep 8, 202612 min read
Learning With AI Coding Assistants: Why Careful Review Isn't Enough
Fifty years of learning research says the "review it carefully" habit is the condition that loses. Here are the sixty seconds that change it.
Sep 7, 202612 min read