Why it matters
AI Engineer session on Why, and how you need to sandbox AI-Generated Code?, presented by Harshil Agrawal, Cloudflare. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Why, and how you need to sandbox AI-Generated Code? — Harshil Agrawal, Cloudflare is a red-team signal. The practical read is to turn the failure mode into concrete test cases, containment checks, and regression coverage before similar systems reach production.