Kiran Kamity, Founder and CEO of DeepFactor, explores new approaches to AppSec security observability. Rather than shifting left, Kiran advocates a “start left” approach that brings informaiton about security issues observed in the software stack, in context of its use, along with rich information to correct the problem. Check out DeepFactor’s free DevSecOps risk assessment at http://deepfactor.io and attend the two DeepFactor talks at https://www.mediaopsevents.com/cybersecurity2021 .