diff --git a/blog/gemini-optimal-temperature.html b/blog/gemini-optimal-temperature.html
index 7fb8e9c..13c85c7 100644
--- a/blog/gemini-optimal-temperature.html
+++ b/blog/gemini-optimal-temperature.html
@@ -8,9 +8,9 @@
   <meta property="og:title" content="Optimal Temperature for Gemini 3 Pro Coding">
   <meta property="og:description" content="We ran 231 automated coding benchmarks. The data proves 0.35 is the sweet spot for accuracy.">
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-  <meta property="og:url" content="https://lynchmark.pages.dev/blog/gemini-optimal-temperature">
+  <meta property="og:url" content="https://lynchmark.com/blog/gemini-optimal-temperature">
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-  <link rel="canonical" href="https://lynchmark.pages.dev/blog/gemini-optimal-temperature.html">
+  <link rel="canonical" href="https://lynchmark.com/blog/gemini-optimal-temperature.html">
   
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 </body>
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+