I have AI confirm the logic works as expected, but review for system design.
Often in both web/backend I’ve found AI to produce overly duplicative code, or have aspects that could be hard to maintain. Generally less due to the AI, and more because of the prompt itself.
That and even if you’re going to AI slop it up, I’d still demand it be broken up into 1-2k LOC chunks or per meaningful “thing”. This also lets us gradually ramp the change to confirm it actually works earlier on
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I have AI confirm the logic works as expected, but review for system design.
Often in both web/backend I’ve found AI to produce overly duplicative code, or have aspects that could be hard to maintain. Generally less due to the AI, and more because of the prompt itself.
That and even if you’re going to AI slop it up, I’d still demand it be broken up into 1-2k LOC chunks or per meaningful “thing”. This also lets us gradually ramp the change to confirm it actually works earlier on