AI Application Vulnerability Remediation: Why AI Vulnerability Fixes Fail Without Runtime Context

TL;DR

AI-powered vulnerability remediation often fails because it lacks context about how your applications actually work. Runtime intelligence solves this by providing AI with real-world application behavior data, architecture insights, and dependency information. This context-aware approach reduces remediation time by up to 87% while eliminating the false positives that plague traditional scanning.

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