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

Simon Willison· ·4 min read · 0 reactions · 0 comments · 3 views
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging
TL;DR · WeSearch summary

New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging 4th August 2026 I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released new versions of the llm-anthropic, llm-gemini, and llm-openrouter plugins, each with substantial updates of their own.

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About this source

Simon Willison files mainly under blogs. We currently carry 56 of its stories.

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Simon Willison's Weblog · Simon Willison
Read full at Simon Willison's Weblog →

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Source · retrieval · rights · ranking — open for full record
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Record

Original publisherSimon Willison's Weblog
Canonical URLhttps://simonwillison.net/2026/Aug/4/new-release-of-llm/#atom-everything
Publication time2026-08-04T23:58:24+00:00
Retrieval time2026-08-05T00:29:34.453Z
Last seen2026-08-05T00:29:34.453Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterJYznE3QCat_F · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

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Unknown
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Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
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Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging 4th August 2026 I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released new versions of the llm-anthropic, llm-gemini, and llm-openrouter plugins, each with substantial updates of their own.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Simon Willison's Weblog.

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