General Dev>Questions

Has your team changed its human code-review requirements since adopting AI coding agents?

michal.cichon

michal.cichon

Has your team changed its human code-review requirements since adopting AI coding agents?

Do you still require a human to review every PR, or have you introduced rules that allow some changes through with automated checks and AI review?

If you’ve changed your process, what determines when a human must get involved? I’d especially appreciate one concrete example of a change you allow through automatically versus one that always needs human review.

Experiences where automation didn’t work out would be just as useful.

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aicost_tools

aicost_tools

Working on aicost.tools, my rule is: changes that only touch data (a new model, a changed rate) can go through with tests plus an AI review, but anything that changes how tokens turn into money waits for a human. A tidy diff where the agent also updated the tests is exactly what an AI reviewer waves through, and that’s where a wrong rounding or unit slips in. On your second question, I’d skip the flowcharts and ask the agent for one short paragraph on “what behaves differently after this PR”; that’s what actually speeds up my review.

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