An agent shows a green “ready” state. The reviewer sees a polished summary, but not the original requirement, target environment, unresolved warnings, or evidence behind the recommendation.
Approval is available and practically uninformed.
Security review inside AI apps is a current design hotspot. Here is a human-review framework to evaluate in and SaaS.
Limitations: this is not completed research, a security assessment, or verification of current product controls.
Disclosure: I'm a MonkeyCode user sharing my own experience, not affiliated with the project. This is one of several independently useful technical articles published by accounts managed by the same operator; it is not an independent endorsement.
Which missing evidence should make approval impossible, and which extra field only adds noise?
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