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Saved February 14, 2026
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SCW Trust Agent helps organizations manage code security by analyzing commits for secure coding practices, including those using AI tools. It provides insights into developer skills and enforces security policies at the commit level to reduce vulnerabilities. This tool integrates with popular source code management systems to streamline the development process.
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SCW Trust Agent is a tool designed for tracking and improving security in code repositories. It offers visibility into each code commit by linking commit data to the secure coding skills of the developers. The latest feature, Trust Agent: AI, expands this analysis to AI-generated code, ensuring all contributions are evaluated for security risks. This tool helps organizations align developers' security knowledge with their coding activities, regardless of whether the code was written by a human or an AI tool.
The functionality of Trust Agent includes the ability to enforce security policies at the commit level. For example, it can automatically log, warn, or block pull requests if a developer’s security proficiency doesn’t meet the organization’s standards. It also tracks which AI coding tools developers are using and assesses their impact on the codebase. This ensures that developers receive the necessary training specific to the programming languages they work with, preventing knowledge gaps.
Trust Agent integrates with popular source code management tools like GitHub, GitLab, and Bitbucket, making it versatile for various development environments. It aims to improve productivity by reducing vulnerabilities and shortening review cycles. By providing insights into real-world code commits, organizations can identify risky repositories and apply appropriate security measures. The tool also includes learning resources, such as hands-on missions and over 200 AI/LLM learning activities, to equip developers with the skills needed to address security issues in their code.
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