Point Code to the DarwinX implementation in Beagle

README.md

@@ -13,6 +13,8 @@ short_description: Evolving Agent Harnesses Through Natural Selection
 # DarwinX: Evolving Agent Harnesses Through Natural Selection
 
 Project page for [arXiv:2608.07545](https://arxiv.org/abs/2608.07545).
+Paper page: [huggingface.co/papers/2608.07545](https://huggingface.co/papers/2608.07545).
+Official DarwinX implementation (in Beagle): [github.com/SalesforceAIResearch/Beagle](https://github.com/SalesforceAIResearch/Beagle).
 
 DarwinX treats agent self-evolution as selection over a *population* of harnesses with the base
 model frozen. Across four benchmarks, one loop adds ~17 points on average:

index.html

@@ -329,6 +329,7 @@
     <a href="#limitations" class="hideable">Limitations</a>
     <a href="#bibtex" class="hideable">BibTeX</a>
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+    <a class="cta" href="https://github.com/SalesforceAIResearch/Beagle">Code</a>
     <a class="cta" href="https://arxiv.org/abs/2608.07545">arXiv</a>
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@@ -359,7 +360,7 @@
       <a class="btn ghost" href="https://arxiv.org/pdf/2608.07545">PDF</a>
       <a class="btn ghost" href="https://huggingface.co/papers/2608.07545">Hugging Face</a>
       <a class="btn ghost" href="#demo">Demo (17s)</a>
-      <a class="btn ghost" href="mailto:yifan.zhang@salesforce.com?subject=DarwinX%20code%20request">Code available on request</a>
+      <a class="btn ghost" href="https://github.com/SalesforceAIResearch/Beagle" title="Official DarwinX implementation in Beagle">Code · Beagle</a>
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@@ -982,6 +983,8 @@
   <div class="wrap">
     Salesforce AI Research &middot; 2026. All figures and numbers are from
     <a href="https://arxiv.org/abs/2608.07545">arXiv:2608.07545</a>.
+    Official DarwinX implementation:
+    <a href="https://github.com/SalesforceAIResearch/Beagle">Beagle</a>.
     Click any figure to open it at full resolution.
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