PaperAgent

Jun 27, 2026 · Artificial Intelligence

Inside Anthropic’s Loop Engineering: Designing Self‑Running Agent Systems

The article explains Anthropic’s Loop Engineering methodology, which shifts from prompting individual agents to building a system that continuously drives agents through a five‑step loop, outlines its four‑layer stack, real‑world cases like Stripe’s Minions, hidden costs, and safety practices for reliable deployment.