Semgrep Review 2026

Semgrep provides AI-assisted application security capabilities for secure code review.

Semgrep is an AI tool in the application security category. It is designed for secure code review, ci security gates, developer remediation workflows. Its publicly described product direction centers on static application security testing, software composition analysis, secrets detection, custom code rules. That combination can help a team shorten repetitive work while keeping people responsible for review, policy decisions, and final output. Builders evaluating the product should start with a narrow workflow, define the source data and success criteria, and compare the result with the team’s current manual process.

Practical evaluation should cover output accuracy, failure handling, permissions, data retention, integration effort, and the amount of human review required. For regulated or customer-facing work, teams should also validate security, privacy, auditability, and regional availability directly with the vendor. A useful pilot would use representative inputs, include difficult edge cases, and measure time saved as well as correction rates. The product may fit business users directly, or may require technical setup depending on the integration and deployment model.