AI

Why the bottleneck was never just about thinking

I’ve been seeing a lot of posts on LinkedIn recently that make the same claim: speed of writing code was never the bottleneck in software engineering. The real bottleneck was always thinking, choosing the right thing to build, understanding the problem. AI has just made that painfully obvious. I partly agree, but the framing is […]

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Review as analysis, not authority, when working with AI

Every time the topic of using AI for code reviews comes up, someone will eventually say that it is like letting the AI mark its own homework. It sounds clever. It also sounds responsible. Underneath it sits a familiar discomfort about oversight, trust, and professional judgement. As an analogy, it points attention away from the

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