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Ask HN: Should hard-tech founders join a problem or technology-first PhD lab?

I'm an engineering undergrad considering pursuing a PhD with the long-term goal of founding a hard-tech startup. I’m undecided about the specific area and only have a vague sense of what interests me -- industrial decarbonization, mining / mineral processing, and advanced materials are a few areas that currently seem exciting. However, I'm unsure which type of PhD lab would provide better preparation: either a problem-first lab (e.g., like Yet-Ming Chiang at MIT) or a technology-first lab (e.g.,

2026-08-14 原文 →
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Ask HN: Does a human still review your code?

Most of the code I work on is for internal company use at a small company and for personal projects. After experiencing painful code review processes where code was rewritten several times for what many times felt like arbitrary reasons to fit someone’s idea of a best practice, I am now on a team where code review is largely automated. I find Claude’s /review and /code-review are invaluable and do a more thorough code review than any human . For those of you who use AI to write the majority of y

2026-08-14 原文 →