<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>OpenAI Codex on Bruce on AI Engineering</title><link>http://www.heyuan110.com/tags/openai-codex/</link><description>Recent content in OpenAI Codex on Bruce on AI Engineering</description><generator>Hugo</generator><language>en</language><lastBuildDate>Fri, 08 May 2026 10:00:00 +0800</lastBuildDate><atom:link href="http://www.heyuan110.com/tags/openai-codex/index.xml" rel="self" type="application/rss+xml"/><item><title>Harness Engineering: Window of Opportunity, Not a Forever Moat</title><link>http://www.heyuan110.com/posts/ai/2026-05-08-harness-engineering-window-of-opportunity/</link><pubDate>Fri, 08 May 2026 10:00:00 +0800</pubDate><guid>http://www.heyuan110.com/posts/ai/2026-05-08-harness-engineering-window-of-opportunity/</guid><description>&lt;p&gt;&lt;img src="http://www.heyuan110.com/posts/ai/2026-05-08-harness-engineering-window-of-opportunity/cover.webp"
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&lt;p&gt;Earlier in this &lt;strong&gt;Harness Engineering&lt;/strong&gt; series: &lt;a href="http://www.heyuan110.com/posts/ai/2026-03-30-harness-engineering-guide/"&gt;Part 1—what it is and a 60-day pipeline retrospective&lt;/a&gt;, &lt;a href="http://www.heyuan110.com/posts/ai/2026-03-31-harness-claudemd-guide/"&gt;Part 2—CLAUDE.md best practices&lt;/a&gt;, &lt;a href="http://www.heyuan110.com/posts/ai/2026-04-13-harness-subagent-architecture/"&gt;Part 3—sub-agent architecture&lt;/a&gt;, &lt;a href="http://www.heyuan110.com/posts/ai/2026-04-18-harness-six-layers-reverse-build/"&gt;Part 4—six layers built in reverse&lt;/a&gt;. This piece tackles the question those posts dodged: is the term itself hype, and how long does the window stay open?&lt;/p&gt;
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&lt;p&gt;A new term went from a casual coinage to a canonical engineering category in seven weeks. That should make any technical reader suspicious. Mitchell Hashimoto floated &lt;strong&gt;Harness Engineering&lt;/strong&gt; on February 5, 2026 with a half-apologetic line (&amp;ldquo;I don&amp;rsquo;t know if there&amp;rsquo;s a name for it, I&amp;rsquo;ll call it Harness Engineering for now&amp;rdquo;). Six days later OpenAI dropped it into the title of a major engineering retrospective. By March 24, Anthropic had published a follow-up paper with a complete three-agent harness architecture. The whole arc, from one developer&amp;rsquo;s blog to two frontier labs treating it as a named discipline, took less time than most teams take to ship a single sprint.&lt;/p&gt;</description></item></channel></rss>