New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

130 · · Aug. 5, 2026, 12:05 a.m.
Summary
This blog post discusses the substantial new features in the recent release of LLM 0.32, including reasoning traces, new server-side tools, redesigned logging, and an improved Python API. The update introduces support for the GPT-5.6 model family, enhanced plugin capabilities, and a new chat completion server plugin. The author shares insights on the evolution of LLM towards an 'agent framework' and explains how various features can be utilized in practical scenarios.