diff --git a/01-background.html b/01-background.html
index d6950d45..e82310f6 100644
--- a/01-background.html
+++ b/01-background.html
@@ -452,7 +452,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>25 different generations</li>
 <li>62 rows, 12 columns</li>
@@ -535,7 +535,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/01-background.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/02-quality-control.html b/02-quality-control.html
index 6dae6302..c075ee53 100644
--- a/02-quality-control.html
+++ b/02-quality-control.html
@@ -1362,7 +1362,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/02-quality-control.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/03-trimming.html b/03-trimming.html
index 600865a0..b64e818f 100644
--- a/03-trimming.html
+++ b/03-trimming.html
@@ -569,7 +569,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>0.23%</li>
 <li>79.96%</li>
@@ -675,7 +675,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb16">
 <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -731,7 +731,7 @@ <h3 class="callout-title">Bonus exercise (advanced)</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>In your AWS terminal window do:</p>
 <div class="codewrapper sourceCode" id="cb20">
@@ -833,7 +833,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/03-trimming.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/04-variant_calling.html b/04-variant_calling.html
index 3e017009..dc0c5a25 100644
--- a/04-variant_calling.html
+++ b/04-variant_calling.html
@@ -1126,7 +1126,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/04-variant_calling.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2024-07-08",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/05-automation.html b/05-automation.html
index 701ad5ae..f87b7bea 100644
--- a/05-automation.html
+++ b/05-automation.html
@@ -943,7 +943,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/05-automation.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2024-07-08",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index e833f754..d5f8def7 100644
--- a/404.html
+++ b/404.html
@@ -353,8 +353,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/wrangling-genomics/404.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/404.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index ea4bd7ee..f04b27b4 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -376,7 +376,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index cf50fbb5..704ef24f 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -424,7 +424,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/LICENSE.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 5d03fc98..6eb9fcc3 100644
--- a/aio.html
+++ b/aio.html
@@ -537,7 +537,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>25 different generations</li>
@@ -1945,7 +1945,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>0.23%</li>
@@ -2053,7 +2053,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb16">
 <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2109,7 +2109,7 @@ <h3 class="callout-title">Bonus exercise (advanced)</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>In your AWS terminal window do:</p>
 <div class="codewrapper sourceCode" id="cb20">
@@ -3637,8 +3637,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://datacarpentry.github.io/wrangling-genomics/aio.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/aio.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index c2740457..abbaaf71 100644
--- a/discuss.html
+++ b/discuss.html
@@ -369,7 +369,7 @@ <h1>Discussion</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/discuss.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 67976e83..ce1666ae 100644
--- a/images.html
+++ b/images.html
@@ -430,8 +430,8 @@ <h3 id="04-variant_calling-figure-5">Figure 5</h3>
   "url": "https://datacarpentry.github.io/wrangling-genomics/images.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/images.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 2ae4e63e..d3ce645a 100644
--- a/index.html
+++ b/index.html
@@ -398,8 +398,8 @@ <h3 class="callout-title">Prerequisites</h3>
   "url": "https://datacarpentry.github.io/wrangling-genomics/index.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 3442e645..cc05a5cc 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -553,8 +553,8 @@ <h4 id="the-automation-episode">The Automation Episode<a class="anchor" aria-lab
   "url": "https://datacarpentry.github.io/wrangling-genomics/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor-notes.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/01-background.html b/instructor/01-background.html
index ff47956b..ee7f4501 100644
--- a/instructor/01-background.html
+++ b/instructor/01-background.html
@@ -454,7 +454,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>25 different generations</li>
 <li>62 rows, 12 columns</li>
@@ -537,7 +537,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/01-background.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/02-quality-control.html b/instructor/02-quality-control.html
index ffd85474..167c648b 100644
--- a/instructor/02-quality-control.html
+++ b/instructor/02-quality-control.html
@@ -1364,7 +1364,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/02-quality-control.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/03-trimming.html b/instructor/03-trimming.html
index ddab7fdf..3a7441da 100644
--- a/instructor/03-trimming.html
+++ b/instructor/03-trimming.html
@@ -571,7 +571,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>0.23%</li>
 <li>79.96%</li>
@@ -677,7 +677,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb16">
 <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -733,7 +733,7 @@ <h3 class="callout-title">Bonus exercise (advanced)</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>In your AWS terminal window do:</p>
 <div class="codewrapper sourceCode" id="cb20">
@@ -835,7 +835,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/03-trimming.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/04-variant_calling.html b/instructor/04-variant_calling.html
index 1fe438ae..630b4bcd 100644
--- a/instructor/04-variant_calling.html
+++ b/instructor/04-variant_calling.html
@@ -1128,7 +1128,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/04-variant_calling.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2024-07-08",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/05-automation.html b/instructor/05-automation.html
index 7d6dfdd1..b42e1559 100644
--- a/instructor/05-automation.html
+++ b/instructor/05-automation.html
@@ -945,7 +945,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/05-automation.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2024-07-08",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 7f8bc103..10b1ccb9 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -353,8 +353,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/wrangling-genomics/instructor/404.html",
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/404.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 2353136b..044fc5d2 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -378,7 +378,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 9c2678c0..6c37ec5f 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -426,7 +426,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/LICENSE.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 80d5cdc4..bd8f72f8 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -540,7 +540,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>25 different generations</li>
@@ -1950,7 +1950,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>0.23%</li>
@@ -2058,7 +2058,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb16">
 <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2114,7 +2114,7 @@ <h3 class="callout-title">Bonus exercise (advanced)</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>In your AWS terminal window do:</p>
 <div class="codewrapper sourceCode" id="cb20">
@@ -3644,8 +3644,8 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
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diff --git a/instructor/discuss.html b/instructor/discuss.html
index 6e255a19..57302eee 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -371,7 +371,7 @@ <h1>Discussion</h1>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index f6e8fc23..826ce22a 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -432,8 +432,8 @@ <h3 id="04-variant_calling-figure-5">Figure 5</h3>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
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diff --git a/instructor/index.html b/instructor/index.html
index 03987eec..b73c9615 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -458,8 +458,8 @@ <h3 class="callout-title">Prerequisites</h3>
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   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
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 }
 
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index bf141a71..e52bc3e4 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -560,8 +560,8 @@ <h4 id="the-automation-episode">The Automation Episode<a class="anchor" aria-lab
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   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/instructor-notes.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
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 }
 
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 0668b126..321507fb 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -432,8 +432,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index e21effe6..0a0628d6 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -327,8 +327,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
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diff --git a/instructor/reference.html b/instructor/reference.html
index 913797ab..4de86337 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -370,7 +370,7 @@ <h1>Glossary</h1>
   "identifier": "https://datacarpentry.github.io/wrangling-genomics/instructor/reference.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 106c3aa3..767df9d6 100644
--- a/key-points.html
+++ b/key-points.html
@@ -430,8 +430,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "identifier": "https://datacarpentry.github.io/wrangling-genomics/key-points.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index bff4a4d2..52425517 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-12-10T00:28Z
+last_built: 2024-12-17T00:28Z
diff --git a/profiles.html b/profiles.html
index cd1ac1e7..37bd3b1c 100644
--- a/profiles.html
+++ b/profiles.html
@@ -327,8 +327,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-12-10",
-  "datePublished": "2024-12-10"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index af35a25b..614d8bb0 100644
--- a/reference.html
+++ b/reference.html
@@ -368,7 +368,7 @@ <h1>Glossary</h1>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-04",
-  "datePublished": "2024-12-10"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>