A production customer service agent occasionally enters infinite loops — repeatedly calling the same tool with similar inputs for dozens of iterations before timing out. Which combination of design patterns best prevents this in production?

What is the key characteristic of Claude Managed Agents (Sessions API) that distinguishes it from st...

A developer is building a production agent that can send emails and delete files. Before executing i...

A developer builds a long-horizon agentic task where a faster executor model handles routine steps b...

An agent using Claude Haiku 4.5 with extended thinking is running a multi-hour session. The develope...

An agent uses Context editing (beta) during a long tool-calling session. After 30 tool calls, the co...