<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Dspy on MacWorks</title><link>https://macworks.dev/tags/dspy/</link><description>Recent content in Dspy on MacWorks</description><generator>Hugo</generator><language>en</language><atom:link href="https://macworks.dev/tags/dspy/index.xml" rel="self" type="application/rss+xml"/><item><title>Simon Willison</title><link>https://macworks.dev/docs/today/simonwillison-2026-07-02/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://macworks.dev/docs/today/simonwillison-2026-07-02/</guid><description>&lt;h1 id="simon-willison--2026-07-02"&gt;Simon Willison — 2026-07-02&lt;a class="anchor" href="#simon-willison--2026-07-02"&gt;#&lt;/a&gt;&lt;/h1&gt;
&lt;h2 id="highlight"&gt;Highlight&lt;a class="anchor" href="#highlight"&gt;#&lt;/a&gt;&lt;/h2&gt;
&lt;p&gt;The standout update today is Simon&amp;rsquo;s release of a brand-new coding agent framework, &lt;code&gt;llm-coding-agent 0.1a0&lt;/code&gt;, which he bootstrapped entirely using Claude Fable 5. It represents a significant step in evolving his popular &lt;code&gt;llm&lt;/code&gt; library into a capable, tool-wielding agentic framework.&lt;/p&gt;
&lt;h2 id="posts"&gt;Posts&lt;a class="anchor" href="#posts"&gt;#&lt;/a&gt;&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;&lt;a href="https://simonwillison.net/2026/Jul/2/llm-coding-agent/#atom-everything"&gt;llm-coding-agent 0.1a0&lt;/a&gt;&lt;/strong&gt;
Simon released a new alpha tool that turns his &lt;code&gt;llm&lt;/code&gt; library into a full-fledged coding agent. By prompting Claude Fable 5 in Claude Code to write the spec and build it via test-driven development, he shipped a CLI that includes file manipulation and command execution tools like &lt;code&gt;edit_file&lt;/code&gt; and &lt;code&gt;execute_command&lt;/code&gt;. He also highlights a neat Python API (the &lt;code&gt;CodingAgent&lt;/code&gt; class) the AI implemented unprompted, and shared a successful test run where the agent built a SwiftUI ASCII time app using &lt;code&gt;llm code --yolo&lt;/code&gt;.&lt;/p&gt;</description></item></channel></rss>