Semgrep is effective at detecting complex security vulnerabilities and offers easy integration with CI/CD pipelines. It has a large library of pre-defined rules and supports custom rule creation. Benefits include strong community support and frequent updates. However, it suffers from false positives, limited obscure language support, and high setup complexity. Inconsistent custom rule results and lack of comprehensive documentation are also noted issues.