One line. Many voicesSeek and you shall find

www.benshoemaker.us faviconIn defense of not reading the code

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Ben Shoemaker argues that for most product code, reading line-by-line is an inefficient verification method, advocating instead for layered automation, specs, tests, and harness design around AI-generated code.

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