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Articles and publications tagged Reviewing across the Atmosphere.

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Murphy Randle

Murphy RandleJun 10, 2026

I want to trust AI with code enough that I’m no longer doing line-by-line reviews. But when I look at the code, even from frontier models, I’m still finding small things that feel smelly. In a simple PR Sonnet 4.6 made, I just found it changing the default mock data constructor for all existing test...

AI Codingreviewing

Murphy Randle

Murphy RandleJun 10, 2026

Diving into test assertions is a good way to focus on the verifiability of a PR when doing AI-assisted reviews. Here’s one of the prompts I often use: please give me a human-readable outline of thetests we added specifically calling out what theyassert and how as an html doc

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