Agent Loops

Tool-use API design for LLMs: 5 patterns that prevent agent loops and silent failures

This article discusses how LLM agents can incur significant costs due to recursion loops and silent failures stemming from inadequate tool-use API design. It presents five patterns aimed at preventing these issues in production LLM systems, emphasizing tool design over prompting.