JFrog's Contextual Analysis feature, now integrated into major IDEs like VS Code and IntelliJ IDEA, offers a sophisticated solution for developers aiming to efficiently manage application security vulnerabilities. This tool addresses the challenge of overwhelming CVE results by providing a contextual analysis that prioritizes vulnerabilities based on actual risk, considering specific code attributes and configurations. By enabling developers to focus on critical vulnerabilities and providing actionable remediation steps, the tool streamlines the vulnerability management process, reducing time and cost while enhancing software development efficiency. The feature is part of JFrog's advanced security suite and requires a subscription for full access, promising a smarter and more effective approach to CVE triaging that supports Python and JavaScript projects, improves visibility of dependencies, and includes references to external security advisories.