From an Engineering Manager's perspective, I hold every developer accountable for the quality and security of their code before it even reaches a pull request. We have shifted our focus "left," replacing slow manual reviews with high-speed SAST engines that catch critical bugs in real-time right at the workstation. Finding the top static code analysis tools available means balancing deep "taint analysis" with the need for sub-second feedback, as our teams can't afford to wait minutes for a scan to finish. By integrating these automated checks directly into our IDEs, we empower our developers to fix vulnerabilities on the fly, which drastically reduces our technical debt and ensures our software is secure by design from the very first line of code.