Overview
These controls reduce common risks but do not make a system unhackable. More restrictions can slow autonomous work and increase approval overhead. A fresh review agent can still miss vulnerabilities, repeat model biases, or recommend changes that do not fit the actual environment.
Security effort should therefore grow with value and exposure. A private local workflow may need basic secret hygiene and safe permissions. A public service handling customer data requires more scrutiny, more independent testing, and stricter boundaries.