Building an evidence-grounded agentic security operations harness on Cloudflare

Cloudflare Managed Defense uses specialized AI agents built on Workers and global network telemetry to analyze security alerts. The system separates deterministic evidence collection from model inference to provide recommendations to Managed Defense Analysts.