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@@ -1 +1 @@
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diff --git a/content/contributors/index.xml b/content/contributors/index.xml
index 6189d65..b21d044 100644
--- a/content/contributors/index.xml
+++ b/content/contributors/index.xml
@@ -53,8 +53,8 @@
       <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
       
       <guid>https://community.apache.org/contributors/non-code.html</guid>
-      <description>While most people think of contributing code when they think of open source participation, and most project contribution guides focus on code contributions, there are many other ways to contribute to an open source project.
-Documentation Translation and localization Design Event support Community engagement Vendor engagement Marketing and promotion Testing Project management Others Ways to contribute &amp;para; There are many broad categories of non-code contributions. This list is not comprehensive. Indeed, whatever your passion or expertise, there is probably a place for you to participate in some Apache project, or at the Foundation level.</description>
+      <description>Non-code contributions &amp;para; While most people think of contributing code when they think of open source participation, and most project contribution guides focus on code contributions, there are many other ways to contribute to an open source project.
+Ways to contribute Documentation Translation and localization Design Event support Community engagement Vendor engagement Marketing and promotion Testing Project management Others A word about AI Recruiting and encouraging non-code participants In conclusion &amp;hellip; Ways to contribute &amp;para; There are many broad categories of non-code contributions.</description>
     </item>
     
   </channel>
diff --git a/content/contributors/non-code.html b/content/contributors/non-code.html
index d2f119d..8172aa5 100644
--- a/content/contributors/non-code.html
+++ b/content/contributors/non-code.html
@@ -7,8 +7,8 @@
   <meta name="keywords" content="apache, apache community, community development, opensource"/>
   <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1" />
   <meta property="og:title" content="Non-code contributions" />
-<meta property="og:description" content="While most people think of contributing code when they think of open source participation, and most project contribution guides focus on code contributions, there are many other ways to contribute to an open source project.
-Documentation Translation and localization Design Event support Community engagement Vendor engagement Marketing and promotion Testing Project management Others Ways to contribute &para; There are many broad categories of non-code contributions. This list is not comprehensive. Indeed, whatever your passion or expertise, there is probably a place for you to participate in some Apache project, or at the Foundation level." />
+<meta property="og:description" content="Non-code contributions &para; While most people think of contributing code when they think of open source participation, and most project contribution guides focus on code contributions, there are many other ways to contribute to an open source project.
+Ways to contribute Documentation Translation and localization Design Event support Community engagement Vendor engagement Marketing and promotion Testing Project management Others A word about AI Recruiting and encouraging non-code participants In conclusion &hellip; Ways to contribute &para; There are many broad categories of non-code contributions." />
 <meta property="og:type" content="article" />
 <meta property="og:url" content="https://community.apache.org/contributors/non-code.html" /><meta property="og:image" content="https://community.apache.org/images/project-logos.webp"/><meta property="article:section" content="contributors" />
 
@@ -201,30 +201,38 @@
       
 	
 	<br><br>
-	<p>While most people think of contributing <em>code</em> when they think of open
+	<h1 id="non-code-contributions">Non-code contributions <a class="headerlink" title="Permalink" href="#non-code-contributions">&para;</a></h1>
+<p>While most people think of contributing <em>code</em> when they think of open
 source participation, and most project contribution guides focus on
 code contributions, there are many other ways to contribute to an open
 source project.</p>
 <nav id="TableOfContents">
   <ul>
-    <li><a href="#documentation">Documentation</a></li>
-    <li><a href="#translation-and-localization">Translation and localization</a></li>
-    <li><a href="#design">Design</a></li>
-    <li><a href="#event-support">Event support</a></li>
-    <li><a href="#community-engagement">Community engagement</a></li>
-    <li><a href="#vendor-engagement">Vendor engagement</a></li>
-    <li><a href="#marketing-and-promotion">Marketing and promotion</a></li>
-    <li><a href="#testing">Testing</a></li>
-    <li><a href="#project-management">Project management</a></li>
-    <li><a href="#others">Others</a></li>
+    <li><a href="#ways-to-contribute">Ways to contribute</a>
+      <ul>
+        <li><a href="#documentation">Documentation</a></li>
+        <li><a href="#translation-and-localization">Translation and localization</a></li>
+        <li><a href="#design">Design</a></li>
+        <li><a href="#event-support">Event support</a></li>
+        <li><a href="#community-engagement">Community engagement</a></li>
+        <li><a href="#vendor-engagement">Vendor engagement</a></li>
+        <li><a href="#marketing-and-promotion">Marketing and promotion</a></li>
+        <li><a href="#testing">Testing</a></li>
+        <li><a href="#project-management">Project management</a></li>
+        <li><a href="#others">Others</a></li>
+      </ul>
+    </li>
+    <li><a href="#a-word-about-ai">A word about AI</a></li>
+    <li><a href="#recruiting-and-encouraging-non-code-participants">Recruiting and encouraging non-code participants</a></li>
+    <li><a href="#in-conclusion-">In conclusion &hellip;</a></li>
   </ul>
 </nav>
-<h1 id="ways-to-contribute">Ways to contribute <a class="headerlink" title="Permalink" href="#ways-to-contribute">&para;</a></h1>
+<h2 id="ways-to-contribute">Ways to contribute <a class="headerlink" title="Permalink" href="#ways-to-contribute">&para;</a></h2>
 <p>There are many broad categories of non-code contributions. This list is
 not comprehensive. Indeed, whatever your passion or expertise, there is
 probably a place for you to participate in some Apache project, or at
 the Foundation level.</p>
-<h2 id="documentation">Documentation <a class="headerlink" title="Permalink" href="#documentation">&para;</a></h2>
+<h3 id="documentation">Documentation <a class="headerlink" title="Permalink" href="#documentation">&para;</a></h3>
 <p>All software needs some level of documentation. And documentation needs
 writers, as well as readers. If you are a writer, particularly one with
 an eye for information organization, your contributions will be welcome
@@ -238,7 +246,7 @@
 <p>Working with <a href="#testing">testers</a> to describe their failure scenarios
 and desired new functionality is a way to accelerate innovation, and
 help developers understand vague tickets.</p>
-<h2 id="translation-and-localization">Translation and localization <a class="headerlink" title="Permalink" href="#translation-and-localization">&para;</a></h2>
+<h3 id="translation-and-localization">Translation and localization <a class="headerlink" title="Permalink" href="#translation-and-localization">&para;</a></h3>
 <p>Most documentation of Apache projects is written in English. Providing
 translation and localization of these documents is a great service to a
 project, and helps adoption across a broader part of the world.</p>
@@ -250,7 +258,7 @@
 you speak, and, if possible, give some examples of your work.</p>
 <p>Projects should consult with <a href="https://infra.apache.org/">Infrastructure</a>
 about what translation/localization tools are available and recommended.</p>
-<h2 id="design">Design <a class="headerlink" title="Permalink" href="#design">&para;</a></h2>
+<h3 id="design">Design <a class="headerlink" title="Permalink" href="#design">&para;</a></h3>
 <p>Programmers usually design their project website, and the user interface
 of their projects. There are opportunities for anyone with an artistic
 eye to improve the user experience, both of the product itself, as well
@@ -269,7 +277,7 @@
 appropriate license to use. For example, you can use images from
 <a href="https://photos.apachecon.com/">photos.apachecon.com</a> under a Creative
 Commons license.</p>
-<h2 id="event-support">Event support <a class="headerlink" title="Permalink" href="#event-support">&para;</a></h2>
+<h3 id="event-support">Event support <a class="headerlink" title="Permalink" href="#event-support">&para;</a></h3>
 <p>Many ASF projects host their own events, either specific to one project,
 or across several related projects. These events often rely on external
 vendors or conference planners, but there is almost always an
@@ -283,7 +291,7 @@
 events</a> website, or by searching for
 <code>meetup</code> or <code>conference</code> on
 <a href="https://lists.apache.org">lists.apache.org</a>.</p>
-<h2 id="community-engagement">Community engagement <a class="headerlink" title="Permalink" href="#community-engagement">&para;</a></h2>
+<h3 id="community-engagement">Community engagement <a class="headerlink" title="Permalink" href="#community-engagement">&para;</a></h3>
 <p>One of our mottos at Apache is &ldquo;Community Over Code.&rdquo; A strong community
 produces better software. Strong community is built on trust, respect,
 and communication. These things don&rsquo;t just happen - they take hard work.</p>
@@ -308,7 +316,7 @@
 questions.</li>
 </ul>
 <p>Friendly communities grow faster, and retain people longer.</p>
-<h2 id="vendor-engagement">Vendor engagement <a class="headerlink" title="Permalink" href="#vendor-engagement">&para;</a></h2>
+<h3 id="vendor-engagement">Vendor engagement <a class="headerlink" title="Permalink" href="#vendor-engagement">&para;</a></h3>
 <p>Many Apache communities rely on participation from the various vendors
 that rely on our projects. While we recognize individual contributors
 rather than their employers, it can be very valuable to do proactive
@@ -336,7 +344,7 @@
 turn, will help individual contributors to raise their profile within
 their employer, and demonstrate the value of earning trust in open
 source communities.</p>
-<h2 id="marketing-and-promotion">Marketing and promotion <a class="headerlink" title="Permalink" href="#marketing-and-promotion">&para;</a></h2>
+<h3 id="marketing-and-promotion">Marketing and promotion <a class="headerlink" title="Permalink" href="#marketing-and-promotion">&para;</a></h3>
 <p>Getting the word out about a project is critical to building your
 project&rsquo;s community. There are many ways to do this, and this is a
 fantastic way to contribute to a project.</p>
@@ -351,7 +359,7 @@
 Volunteer to do an interview with <a href="https://plusone.apache.org">PlusOne</a>
 and coordinate with the dev list to find the right people to be the
 voice of your project.</p>
-<h2 id="testing">Testing <a class="headerlink" title="Permalink" href="#testing">&para;</a></h2>
+<h3 id="testing">Testing <a class="headerlink" title="Permalink" href="#testing">&para;</a></h3>
 <p>Your project probably has automated testing of some kind, but nothing
 beats a human tester. Test, and <a href="https://www.apache.org/legal/release-policy.html#release-approval">vote on</a>,
 each release candidate, even if your vote isn&rsquo;t binding (i.e., if
@@ -366,7 +374,7 @@
 beginner&rsquo;s first experience with your project&rsquo;s product can be very
 eyeopening to people who have been using it for years and know how to
 get around limitations.</p>
-<h2 id="project-management">Project management <a class="headerlink" title="Permalink" href="#project-management">&para;</a></h2>
+<h3 id="project-management">Project management <a class="headerlink" title="Permalink" href="#project-management">&para;</a></h3>
 <p>Apache projects are not usually tied to release schedules,
 feature sprints, and other strict planning that you see in
 commercial software development efforts. However, there&rsquo;s often value in
@@ -380,7 +388,7 @@
 us</a> and
 we&rsquo;ll try to help you find a good match with a community seeking those
 skills. If you&rsquo;re a project that needs this kind of help, let us know!</p>
-<h2 id="others">Others <a class="headerlink" title="Permalink" href="#others">&para;</a></h2>
+<h3 id="others">Others <a class="headerlink" title="Permalink" href="#others">&para;</a></h3>
 <p>This is not an exhaustive list. There are other places that you can get
 involved in a project, or in the Foundation. If you have expertise in
 <a href="https://www.apache.org/legal/">law or trademarks</a>,
@@ -388,7 +396,7 @@
 expertise is welcome and sought after. Come talk to us about your
 skills, and how you would like to participate, and we&rsquo;ll try to make
 introductions.</p>
-<h1 id="a-word-about-ai">A word about AI <a class="headerlink" title="Permalink" href="#a-word-about-ai">&para;</a></h1>
+<h2 id="a-word-about-ai">A word about AI <a class="headerlink" title="Permalink" href="#a-word-about-ai">&para;</a></h2>
 <p>It can be tempting to use AI to analyze some portion of a project,
 whether that&rsquo;s code or documentation, and then submit patches based on
 what the AI says. We request that you carefully read the <a href="https://www.apache.org/legal/generative-tooling.html">ASF Generative
@@ -403,7 +411,7 @@
 correctness and quality, as this will likely result in future
 contributions being rejected, or even in your being blocked from further
 participation.</p>
-<h1 id="recruiting-and-encouraging-non-code-participants">Recruiting and encouraging non-code participants <a class="headerlink" title="Permalink" href="#recruiting-and-encouraging-non-code-participants">&para;</a></h1>
+<h2 id="recruiting-and-encouraging-non-code-participants">Recruiting and encouraging non-code participants <a class="headerlink" title="Permalink" href="#recruiting-and-encouraging-non-code-participants">&para;</a></h2>
 <p>Because most people think of code first, it&rsquo;s important for projects to
 actively recruit and recognize non-code participants. There are a number
 of ways that you can do this.</p>
@@ -418,7 +426,7 @@
 would coders. You can, and should, extend Committer status to non-code
 contributors. Mention in release notes everyone who contributed to a
 particular release, including these non-code roles.</p>
-<h1 id="in-conclusion-">In conclusion &hellip; <a class="headerlink" title="Permalink" href="#in-conclusion-">&para;</a></h1>
+<h2 id="in-conclusion-">In conclusion &hellip; <a class="headerlink" title="Permalink" href="#in-conclusion-">&para;</a></h2>
 <p>Like any project, open source projects are composed of many different
 participants with different skills. Foster a community where these
 different skills are treated as equal participants in the larger whole.
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