agent infrastructure

Coding with AI

Your Runtime’s Parser Determines How Local LLMs Call Tools

Local LLM tool calls depend on runtime parsers. Audits of Ollama, llama.cpp, vLLM and SGLang show uneven coverage: only 8/41 families are universal.

Oct 24, 2026