AI-assisted engineeringApplied
Reviewing AI code
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Catching AI mistakesHallucinated APIs and plausible-but-wrong logic.3 minUnderstanding code & docs with AIAI is a great tutor, but you must verify its lessons against reality.3 minThe accessibility tree and the keyboard pathA screen reader and the Tab key see a different page from the one you are looking at.4 minTesting with AIAI is great at writing tests that always pass, even when the code is broken.3 minDebugging as hypothesis testingA bug is not a mystery to stare at, it is a search space to cut in half.4 minRate limits a good client can cooperate withA limit the caller cannot see is just an outage with extra steps, publish the budget, and well-built clients will pace themselves.7 minEvery screen has six statesDesigning a flow means designing all of it, not just the moment everything works.4 minReview comments that landThe same concern can read as a gift or an attack, the wording decides which.4 min