Devin uses grades and admin review to manage AI usage requests
Cognition says admins can see a request’s reason, efficiency and model mix before approving more usage.
TLDR
Cognition says engineers with a healthy grade can get more Devin usage automatically. Other requests go to an admin, who can review the reason, efficiency and model mix before approving. Cognition says Bilt uses efficiency-based auto-approvals to keep agent spending in check without slowing down power users.
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