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Simon Willison releases updated AI tools llm-meta-ai and llm

Simon Willison has released new versions of his `llm-meta-ai` and `llm` tools. The `llm-meta-ai` tool, version 0.1, is designed to run prompts against models like Muse Spark 1.1. The `llm` tool, version 0.31.1, includes a fix for a bug related to OpenAI Chat Completion endpoints when dealing with tool calls that have empty arguments, a problem encountered during testing of `llm-meta-ai`. Both releases are dated July 9th, 2026, and are accompanied by mentions of other recent articles, including the new GPT-5.6 family models (Luna, Terra, Sol) and updates to `sqlite-utils`. AI

IMPACT These updates to Simon Willison's AI tools may improve developer workflows for interacting with various LLMs and OpenAI's API.

RANK_REASON Release of new versions of open-source AI tooling.

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AI-generated summary · Google Gemini · from 4 sources. How we write summaries →

Simon Willison releases updated AI tools llm-meta-ai and llm

COVERAGE [4]

  1. Simon Willison TIER_1 Suomi(FI) ·

    llm-meta-ai 0.1

    <p><strong>Release:</strong> <a href="https://github.com/simonw/llm-meta-ai/releases/tag/0.1">llm-meta-ai 0.1</a></p> <p>Let's LLM run prompts against the new <a href="https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/">muse-spark-1.1</a> model.</p> <p>Tags: <a href=…

  2. Simon Willison TIER_1 (CA) ·

    llm 0.31.1

    <p><strong>Release:</strong> <a href="https://github.com/simonw/llm/releases/tag/0.31.1">llm 0.31.1</a></p> <blockquote> <ul> <li>Fix for a bug with OpenAI Chat Completion endpoints where a tool call with empty arguments could result in a JSON error from some providers. <a href="…

  3. Mastodon — mastodon.social TIER_1 (CA) · [email protected] ·

    llm-meta-ai 0.1 https://simonwillison.net/2026/Jul/9/llm-meta-ai/#atom-everything # AI # LLM # OpenSource

    llm-meta-ai 0.1 https://simonwillison.net/2026/Jul/9/llm-meta-ai/#atom-everything # AI # LLM # OpenSource

  4. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    llm 0.31.1 https://simonwillison.net/2026/Jul/9/llm/#atom-everything # AI # LLM # OpenSource

    llm 0.31.1 https://simonwillison.net/2026/Jul/9/llm/#atom-everything # AI # LLM # OpenSource