Dispatch From the Other Side: Designing for Leverage

This is Part 2 of the series. You can read part 1 here ! When I first started in the industry, security reviews were mostly still manual. Security was the department of "no" and could hold up a quarterly release until they were satisfied all required controls were in place. It was before the DevOps movement had hit large enterprises and cycle times to make any change in production could span months. As I saw the adoption of code pipelines grow within my company, I also saw the security industry try to modernize alongside it. DevSecOps and "shifting left" became all the rage. While this allowed security practitioners to catch issues earlier and reduce the cost to fix them, breaking the build too often created friction. In a CI/CD world, every push triggers a pipeline. If that pipeline takes 10–15 minutes, that delay scales across the organization. Multiplied by hundreds or thousands of engineers, those minutes become real drag on delivery. Legacy code scanning tools were usually limited