Traditional application security practices are not effective in the modern DevOps world. When security scans are run only at the end of the software delivery lifecycle (either right before or after a service is deployed), the ensuing process of compiling and fixing vulnerabilities creates massive overhead for developers. The overhead that degrades velocity and puts production deadlines at risk.