DryRun effectively identifies bugs that traditional pattern-matching scanners miss, particularly through its DeepScans and PR reviews, which highlight critical issues like authorization logic flaws and SSRF vulnerabilities. The integration of PR comments into existing workflows ensures timely feedback for engineers, enhancing code security without hindering development speed.