Every record begins life in application logic: a TypeScript event, a Java entity, a Python variable. If code produces the data, the correct place to assert expectations is inside the code base.
Shifting left might improve software security, but developers are becoming overwhelmed - communication barriers, tool sprawl, and 'vulnerability overload' is causing serious headaches for development teams
Many enterprises are adopting a 'shift left' approach to enhance software security, but false positives and integration challenges hinder effectiveness.