5d ago · 5 min read · Nobody becomes a noticeably better developer from reading one book or finishing one course. Growth in this field is almost always incremental, small habits, compounding over months and years, until on
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5d ago · 7 min read · AI didn't make developers faster. It made bad decisions faster. Here's how to tell the difference. It Started With a PR Review Pull request comes in. 800 lines changed. I open it expecting the usual
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6d ago · 5 min read · Quick take: If you're still thinking of AI coding tools as "fancy autocomplete," this piece is for you. The data from Anthropic's 2026 Agentic Coding Trends Report is stark, and the workflow implicati
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May 20 · 5 min read · In 2023, Peng, Kalliamvakou, Cihon, and Demirer ran a randomized controlled experiment on 95 professional developers. Half got GitHub Copilot. Half did not. Both groups were asked to implement an HTTP
Join discussionMay 20 · 8 min read · 84% of developers now use AI in their workflows. But if you look at which teams are actually shipping faster and which ones are running AI theater, the gap is no longer about whether you use AI. It's
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May 15 · 13 min read · TL;DR Every engineering team working with LLMs on large codebases hits the same wall: the context window. The instinct is to think bigger windows will make things better. But research and practice sho
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