Snyk Agent Fix is a tool that earns trust by combining hybrid AI with rigorous validation, providing vulnerability remediation that developers can apply confidently. It addresses the skepticism in security workflows by generating fixes fast and validating them before reaching developers, eliminating guesswork and fear of breaking production. Snyk Agent Fix uses a hybrid intelligence engine that combines machine learning with symbolic analysis to deliver over 80% fix accuracy, significantly reducing rework and risk. The tool is designed to be enterprise-ready, with guardrails that scale security for enterprises, ensuring safety, compliance, and alignment with organizational standards. It integrates directly into developers' existing environments, delivering fixes they can trust, validated, and explainable, ready to apply. With Snyk Agent Fix, trust becomes the currency determining which tools get adopted, as every fix reflects care, accuracy, and accountability required for real-world development.