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diff --git a/404.html b/404.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Wowchemy. https://www.wowchemy.com -->
-<!-- Last Published: October 31, 2023 --><html lang="en-us" >
+<!-- Last Published: November 2, 2023 --><html lang="en-us" >
 
 
 <head>
@@ -232,8 +232,8 @@
 
 
 
-    <link rel="stylesheet" href="/css/libs/chroma/github-light.min.css" title="hl-light" media="print" onload="this.media='all'" >
-    <link rel="stylesheet" href="/css/libs/chroma/dracula.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-light" media="print" onload="this.media='all'" >
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
 
 
 
@@ -285,8 +285,8 @@
 
 
 
-<link rel="alternate" hreflang="en-us" href="https://rohailtaimour.com/404.html" />
-<link rel="canonical" href="https://rohailtaimour.com/404.html" />
+<link rel="alternate" hreflang="en-us" href="https://www.rohailtaimour.com/404.html" />
+<link rel="canonical" href="https://www.rohailtaimour.com/404.html" />
 
 
 
@@ -317,11 +317,11 @@
 
 
 <meta property="twitter:card" content="summary" />
-<meta property="twitter:image" content="https://rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" />
+<meta property="twitter:image" content="https://www.rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" />
 <meta property="og:site_name" content="Musings from Rohail" />
-<meta property="og:url" content="https://rohailtaimour.com/404.html" />
+<meta property="og:url" content="https://www.rohailtaimour.com/404.html" />
 <meta property="og:title" content="404 Page not found | Musings from Rohail" />
-<meta property="og:description" content="Project portfolio and blog website of Rohail Taimour for Machine Learning, Data science and personal musics about Drums and life" /><meta property="og:image" content="https://rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
+<meta property="og:description" content="Project portfolio and blog website of Rohail Taimour for Machine Learning, Data science and personal musics about Drums and life" /><meta property="og:image" content="https://www.rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
 
 
 
@@ -714,6 +714,8 @@ <h2>Latest</h2>
 
       <li><a href="/post/">Posts</a></li>
 
+      <li><a href="/post/2023-11-02-i-joined-a-band-as-a-drummer/">I Joined a Band as a Drummer!</a></li>
+
       <li><a href="/personal-values-part-iii/">Part III: Embedding Your True North</a></li>
 
       <li><a href="/post/series-decoding-rohail/">(Series) Decoding Rohail</a></li>
@@ -722,12 +724,10 @@ <h2>Latest</h2>
 
       <li><a href="/personal-values-part-i/">Part I: Quarantine Chronicles: How COVID-19 Helped me look inward</a></li>
 
-      <li><a href="/a-scraper-that-scales-part-ii/">Part II: Stateful Applications Need to Be Designed Differently</a></li>
+      <li><a href="/a-scraper-that-scales-part-i/">Part I: The Motivation to Build a Scraper in Python</a></li>
 
       <li><a href="/post/series-building-a-scraper-that-scales/">(Series) Building a scraper that scales</a></li>
 
-      <li><a href="/a-scraper-that-scales-part-i/">Part I: The Motivation to Build a Scraper in Python</a></li>
-
   </ul>
 
 

diff --git a/a-scraper-that-scales-part-i/index.html b/a-scraper-that-scales-part-i/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Wowchemy. https://www.wowchemy.com -->
-<!-- Last Published: October 31, 2023 --><html lang="en-us" >
+<!-- Last Published: November 2, 2023 --><html lang="en-us" >
 
 
 <head>
@@ -232,8 +232,8 @@
 
 
 
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-    <link rel="stylesheet" href="/css/libs/chroma/dracula.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-light" media="print" onload="this.media='all'" >
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
 
 
 
@@ -285,8 +285,8 @@
 
 
 
-<link rel="alternate" hreflang="en-us" href="https://rohailtaimour.com/a-scraper-that-scales-part-i/" />
-<link rel="canonical" href="https://rohailtaimour.com/a-scraper-that-scales-part-i/" />
+<link rel="alternate" hreflang="en-us" href="https://www.rohailtaimour.com/a-scraper-that-scales-part-i/" />
+<link rel="canonical" href="https://www.rohailtaimour.com/a-scraper-that-scales-part-i/" />
 
 
 
@@ -317,11 +317,11 @@
 
 
 <meta property="twitter:card" content="summary" />
-<meta property="twitter:image" content="https://rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" />
+<meta property="twitter:image" content="https://www.rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" />
 <meta property="og:site_name" content="Musings from Rohail" />
-<meta property="og:url" content="https://rohailtaimour.com/a-scraper-that-scales-part-i/" />
+<meta property="og:url" content="https://www.rohailtaimour.com/a-scraper-that-scales-part-i/" />
 <meta property="og:title" content="Part I: The Motivation to Build a Scraper in Python | Musings from Rohail" />
-<meta property="og:description" content="Explore the journey of building a robust web scraper for analyzing Belgium&#39;s property market. Learn how we transitioned from Selenium to Beautiful Soup for efficiency, used Poetry and Typer for better dependency management, amongst other tools. This blog is part one of a series aimed at creating a scalable data collection and analysis tool" /><meta property="og:image" content="https://rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
+<meta property="og:description" content="Explore the journey of building a robust web scraper for analyzing Belgium&#39;s property market. Learn how we transitioned from Selenium to Beautiful Soup for efficiency, used Poetry and Typer for better dependency management, amongst other tools. This blog is part one of a series aimed at creating a scalable data collection and analysis tool" /><meta property="og:image" content="https://www.rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
 
 
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@@ -896,14 +896,6 @@ <h4>This article is part of a series.</h4>
       </li>
 
 
-
-      <li class="list-group-item">
-        <a href="https://rohailtaimour.com/a-scraper-that-scales-part-ii/">
-          Part 2: Part II: Stateful Applications Need to Be Designed Differently
-        </a>
-      </li>
-
-
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 </div>
@@ -1082,14 +1074,6 @@ <h4>This article is part of a series.</h4>
       </li>
 
 
-
-      <li class="list-group-item">
-        <a href="https://rohailtaimour.com/a-scraper-that-scales-part-ii/">
-          Part 2: Part II: Stateful Applications Need to Be Designed Differently
-        </a>
-      </li>
-
-
     </ul>
   </div>
 </div>
@@ -1130,7 +1114,7 @@ <h3>Share this Article:</h3>
 
 
       <li>
-        <a href="mailto:?subject=Part%20I%3A%20The%20Motivation%20to%20Build%20a%20Scraper%20in%20Python&amp;body=https%3A%2F%2Frohailtaimour.com%2Fa-scraper-that-scales-part-i%2F" target="_blank" rel="noopener" class="share-btn-email" aria-label="envelope">
+        <a href="mailto:?subject=Part%20I%3A%20The%20Motivation%20to%20Build%20a%20Scraper%20in%20Python&amp;body=https%3A%2F%2Fwww.rohailtaimour.com%2Fa-scraper-that-scales-part-i%2F" target="_blank" rel="noopener" class="share-btn-email" aria-label="envelope">
           <i class="fas fa-envelope"></i>
         </a>
       </li>
@@ -1147,7 +1131,7 @@ <h3>Share this Article:</h3>
 
 
       <li>
-        <a href="https://www.linkedin.com/shareArticle?url=https%3A%2F%2Frohailtaimour.com%2Fa-scraper-that-scales-part-i%2F&amp;title=Part&#43;I%3A&#43;The&#43;Motivation&#43;to&#43;Build&#43;a&#43;Scraper&#43;in&#43;Python" target="_blank" rel="noopener" class="share-btn-linkedin" aria-label="linkedin-in">
+        <a href="https://www.linkedin.com/shareArticle?url=https%3A%2F%2Fwww.rohailtaimour.com%2Fa-scraper-that-scales-part-i%2F&amp;title=Part&#43;I%3A&#43;The&#43;Motivation&#43;to&#43;Build&#43;a&#43;Scraper&#43;in&#43;Python" target="_blank" rel="noopener" class="share-btn-linkedin" aria-label="linkedin-in">
           <i class="fab fa-linkedin-in"></i>
         </a>
       </li>
@@ -1213,15 +1197,6 @@ <h3>Share this Article:</h3>
 
 
 
-  <div class="article-widget content-widget-hr">
-    <h3>Related</h3>
-    <ul>
-
-      <li><a href="/a-scraper-that-scales-part-ii/">Part II: Stateful Applications Need to Be Designed Differently</a></li>
-
-    </ul>
-  </div>
-
 
 
 <div style="text-align: center; width: 75%; margin: auto;">

diff --git a/categories/index.html b/categories/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Wowchemy. https://www.wowchemy.com -->
-<!-- Last Published: October 31, 2023 --><html lang="en-us" >
+<!-- Last Published: November 2, 2023 --><html lang="en-us" >
 
 
 <head>
@@ -232,8 +232,8 @@
 
 
 
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-    <link rel="stylesheet" href="/css/libs/chroma/dracula.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-light" media="print" onload="this.media='all'" >
+    <link rel="stylesheet" href="/css/libs/chroma/pygments.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
 
 
 
@@ -285,8 +285,8 @@
 
 
 
-<link rel="alternate" hreflang="en-us" href="https://rohailtaimour.com/categories/" />
-<link rel="canonical" href="https://rohailtaimour.com/categories/" />
+<link rel="alternate" hreflang="en-us" href="https://www.rohailtaimour.com/categories/" />
+<link rel="canonical" href="https://www.rohailtaimour.com/categories/" />
 
 
 
@@ -317,14 +317,14 @@
 
 
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 <meta property="og:site_name" content="Musings from Rohail" />
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@@ -747,6 +747,80 @@ <h1>Blog Categories</h1>
 
 
 
+
+
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+  <div class="media-body">
+
+    <div class="section-subheading article-title mb-0 mt-0">
+      <a href="/category/drumming/" >drumming</a>
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+
+    Nov 2, 2023
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+</div>
+
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+    </div>
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+  <div class="ml-3">
+
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+
 
 
 <div class="media stream-item view-compact">
@@ -777,7 +851,7 @@ <h1>Blog Categories</h1>
 
 
 
-    Oct 31, 2023
+    Nov 2, 2023
   </span>
 
 
@@ -851,7 +925,7 @@ <h1>Blog Categories</h1>
 
 
 
-    Oct 25, 2023
+    Oct 24, 2023
   </span>
 
 

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+    <link>https://www.rohailtaimour.com/categories/</link>
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+      <url>https://www.rohailtaimour.com/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png</url>
       <title>Blog Categories</title>
-      <link>https://rohailtaimour.com/categories/</link>
+      <link>https://www.rohailtaimour.com/categories/</link>
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diff --git a/categories/page/1/index.html b/categories/page/1/index.html
@@ -1,10 +1,10 @@
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   <head>
-    <title>https://rohailtaimour.com/categories/</title>
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