kodebeat / themes / ai-infrastructure
What did your coding agent just try to run?
Most teams adopted AI coding tools faster than they could govern them.
Verifying what the agent wrote
Anything not publicly released is marked, because "I built it" and "you can go and read it" are different claims.
Verifying the output
Code an agent wrote still has to be owned by a human. These check it mechanically instead of hoping the review catches it.
secret scanning across tree and history gandalf
grades a repo against a policy rubric gradebook
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