
Amazon CodeGuru Security is an ML-powered static application security testing tool that identifies code vulnerabilities with high precision, provides actionable remediation suggestions as code diffs, and tracks bug fixes across code versions to help developers balance security and deployment velocity.


<div><p>This article explains how Amazon CodeGuru Security balances development velocity with application security through ML-powered code analysis.</p><ul><li>ML-powered static application security testing (SAST) tool reducing false positives and overwhelming findings</li><li>Supports Python, Java, and JavaScript with IDE, CLI, and AWS Lambda integration points</li><li>Guru Query Language (GQL) enables precise detection of vulnerable patterns across 200+ analysis constructs</li><li>Bug Fix Tracking (BFT) algorithm automatically relates findings across code versions and detects fixes</li><li>Provides concrete remediation suggestions as code diffs for faster developer action</li><li>Pre-analysis classifies application vs. library code to focus on actionable recommendations</li><li>Rigorous quality control process with internal testing before commercial release</li></ul><p>CodeGuru Security helps teams identify critical security risks with high precision and actionable fixes, significantly reducing time to remediate vulnerabilities.</p></div>


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