Blueprint for AI-Assisted Vulnerability Management

Mandiant's M-Trends 2026 report shows mean time-to-exploit dropped to -7 days. The blog provides guidance on deploying LLM agents for vulnerability discovery with guardrails including pre-agent data security, zero data retention, workload isolation, red teaming, least-privileged machine identities, supply chain resilience, and toxic flow analysis.