Most organizations now push code to production daily, yet application security reviews still operate on weekly or monthly cycles. This gap forces teams to choose between speed and safety, often with security treated as a post-launch patch rather than a design constraint. Some argue that shifting security left fixes this, but developers rarely have the time or incentives to own it. The real friction is whether accountability should sit with security specialists or product teams—and who bears the cost when that choice fails.