Without a Dependency Graph Across Code, Containers, and Cloud, You’re Blind to Real Vulnerabilities

This document argues that traditional SAST/SCA/container/cloud scanners produce noisy, context-free findings and promotes building a unified dependency graph with reachability analysis across code, containers, and cloud to eliminate false positives, prioritize real exploit paths, and enable automated minimal-safe upgrades and remediation; it positions these capabilities as features of Aikido's vulnerability management approach.