Simon Willison released version 0.32 of his LLM command-line tool and Python library on August 4, 2026, adding support for displaying model reasoning traces to standard error and enabling server-side tools such as code execution and web search from OpenAI and Anthropic. The release introduces a new Python API parameter for submitting direct message history and adds content-addressable SQLite logging to reduce duplicate JSON storage. It also sets GPT-5.6 Luna as the default model and extends LLM toward functioning as an agent framework capable of pausing for human approval and resuming from stored conversation histories.
