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Cloudflare's Agentic Security Ops: Separating Evidence from Inference

This story is from 2026-10-14. It is preserved in the archive; the latest stories are on the live feed.

Cloudflare runs a Managed Defense service that triages thousands of security alerts daily. Instead of building a single monolithic AI analyst, they built a team of specialized agents on Cloudflare Workers that separate deterministic evidence collection from LLM inference. The architecture prevents…

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  1. 2026-10-14 00:07 · DEV Community — AI
    Cloudflare's Agentic Security Ops: Separating Evidence from Inference

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