One post tagged with "edge-security"

Edge defense is a natural fit for an agentic loop: traffic patterns shift constantly, rate-limit thresholds need to follow, and every adjustment should leave an auditable trail. The hard part is usually the plumbing - one API for analytics, another for the rate-limit control plane, another for the durable log.

edgepilot collapses all of that to SQL. Two Claude agents - a recon agent and an action agent - observe a live Cloudflare zone, tighten its rate-limit rule when traffic warrants, and write a decision record to a Confluent Kafka topic. Neither agent knows anything about Cloudflare's GraphQL Analytics API, Cloudflare's rulesets engine, or Confluent's Kafka REST proxy. They know SQL. The StackQL MCP server does the rest.