Vulnerability research has become more complex due to improved security practices in software development, making it essential to leverage automated tools like Semgrep for efficient analysis. By employing single-repository variant analysis, researchers can uncover new vulnerabilities by examining patched code and public advisories, focusing on patterns that indicate similar vulnerabilities in the codebase. This approach allows for targeted analysis and reduced resource expenditure in vulnerability discovery.