Simon Willison • 8/4/2026

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

LLM 0.32, a significant update, introduces visible reasoning traces for reasoning models, server-side provider tools (OpenAI CodeInterpreter, WebSearch, Anthropic tools), new GPT-5.6 models, and redesigned content-addressable SQLite logs. It also adds a new 'llm openai endpoint' command for one-off prompts against compatible endpoints, and a Python API enhancement allowing full message history in a single call via model.prompt(messages=[]). The release includes updates to the llm-anthropic plugin with WebFetch, CodeExecution, and AnthropicMCP support.

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#llm #Reasoning Traces #Openai Responses