Cloudflare deploys multi-agent AI harness to triage security alerts at scale
Cloudflare built an AI agent system for its Managed Defense security service to handle the flood of alerts that overwhelm human analysts. Instead of one general-purpose agent analyzing everything, the system separates deterministic data collection from model-based reasoning and runs four specialist agents in parallel before a synthesis agent combines findings. The company says this reduces hallucinations and makes investigations auditable and reproducible.