diff --git a/404.html b/404.html
index 6388f64..016678c 100644
--- a/404.html
+++ b/404.html
@@ -318,8 +318,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/404.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/404.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 72b5d23..21cab78 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -340,7 +340,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index e7e4921..5b70cde 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -391,7 +391,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/LICENSE.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index f8236c3..8f69257 100644
--- a/aio.html
+++ b/aio.html
@@ -425,7 +425,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <pre class="shell"><code>[user@login1 ~]$ sbatch amdahl_1.sh  # serial job     ~ 25 sec
 [user@login1 ~]$ sbatch amdahl_2.sh  # 2-way parallel ~ 20 sec
@@ -737,7 +737,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Use the “mpi” option in the resource block of the Snakemake rule, and
 specify the number of tasks. This will be mapped to the <code>-n</code>
@@ -1012,8 +1012,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries-incubator.github.io/hpc-workflows/aio.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/aio.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/amdahl_foundation.html b/amdahl_foundation.html
index 3bc1eef..fbd1cb1 100644
--- a/amdahl_foundation.html
+++ b/amdahl_foundation.html
@@ -387,7 +387,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <pre class="shell"><code>[user@login1 ~]$ sbatch amdahl_1.sh  # serial job     ~ 25 sec
 [user@login1 ~]$ sbatch amdahl_2.sh  # 2-way parallel ~ 20 sec
@@ -474,7 +474,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/amdahl_foundation.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/amdahl_snakemake.html b/amdahl_snakemake.html
index 8386a86..a2ddff4 100644
--- a/amdahl_snakemake.html
+++ b/amdahl_snakemake.html
@@ -420,7 +420,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/amdahl_snakemake.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 8528096..570f4c6 100644
--- a/images.html
+++ b/images.html
@@ -358,8 +358,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/hpc-workflows/images.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/images.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 1ffdd00..059bf90 100644
--- a/index.html
+++ b/index.html
@@ -386,8 +386,8 @@ <h4 class="accordion-header" id="headingSolution3">Linux</h4>
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   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/index.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 97671a9..ea0c05b 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -360,8 +360,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor-notes.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index e99519d..6131262 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -318,8 +318,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/404.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 94d488a..6260f8b 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -342,7 +342,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 97cfd47..8a21079 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -393,7 +393,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/LICENSE.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 175d25e..ef4054a 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -428,7 +428,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <pre class="shell"><code>[user@login1 ~]$ sbatch amdahl_1.sh  # serial job     ~ 25 sec
 [user@login1 ~]$ sbatch amdahl_2.sh  # 2-way parallel ~ 20 sec
@@ -743,7 +743,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Use the “mpi” option in the resource block of the Snakemake rule, and
 specify the number of tasks. This will be mapped to the <code>-n</code>
@@ -1020,8 +1020,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/aio.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/amdahl_foundation.html b/instructor/amdahl_foundation.html
index d0bcf38..8928f56 100644
--- a/instructor/amdahl_foundation.html
+++ b/instructor/amdahl_foundation.html
@@ -389,7 +389,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <pre class="shell"><code>[user@login1 ~]$ sbatch amdahl_1.sh  # serial job     ~ 25 sec
 [user@login1 ~]$ sbatch amdahl_2.sh  # 2-way parallel ~ 20 sec
@@ -476,7 +476,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/amdahl_foundation.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/amdahl_snakemake.html b/instructor/amdahl_snakemake.html
index 4ff3ee7..8a9b2b0 100644
--- a/instructor/amdahl_snakemake.html
+++ b/instructor/amdahl_snakemake.html
@@ -422,7 +422,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/amdahl_snakemake.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 6989dcf..52cf25d 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -360,8 +360,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/images.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 6a87de0..3ae42d1 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -451,8 +451,8 @@ <h4 class="accordion-header" id="headingSolution3">Linux</h4>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/index.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index d295fc0..dec9d9d 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -368,8 +368,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/instructor-notes.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 28e83f6..7c0ab89 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -384,8 +384,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/key-points.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index acad6f1..a617f17 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -293,8 +293,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/profiles.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index bcb2014..8dbebbd 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -335,7 +335,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/reference.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/snakemake_cluster.html b/instructor/snakemake_cluster.html
index 881d1d2..f466a17 100644
--- a/instructor/snakemake_cluster.html
+++ b/instructor/snakemake_cluster.html
@@ -338,7 +338,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Use the “mpi” option in the resource block of the Snakemake rule, and
 specify the number of tasks. This will be mapped to the <code>-n</code>
@@ -423,7 +423,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/snakemake_cluster.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/snakemake_multiple.html b/instructor/snakemake_multiple.html
index a312bf8..800356c 100644
--- a/instructor/snakemake_multiple.html
+++ b/instructor/snakemake_multiple.html
@@ -434,7 +434,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/snakemake_multiple.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/snakemake_profiles.html b/instructor/snakemake_profiles.html
index 3afeab6..d92d403 100644
--- a/instructor/snakemake_profiles.html
+++ b/instructor/snakemake_profiles.html
@@ -427,7 +427,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/snakemake_profiles.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/instructor/snakemake_single.html b/instructor/snakemake_single.html
index 2e68868..146b7b6 100644
--- a/instructor/snakemake_single.html
+++ b/instructor/snakemake_single.html
@@ -428,7 +428,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/instructor/snakemake_single.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index e4acd9c..aa13119 100644
--- a/key-points.html
+++ b/key-points.html
@@ -382,8 +382,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/hpc-workflows/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/key-points.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index f239334..ebe7fec 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-02-06T00:55Z
+last_built: 2024-02-13T00:55Z
 
diff --git a/profiles.html b/profiles.html
index eaeb8f4..1a5ecb0 100644
--- a/profiles.html
+++ b/profiles.html
@@ -293,8 +293,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/profiles.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-02-06",
-  "datePublished": "2024-02-06"
+  "dateModified": "2024-02-13",
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 1a9ea52..f59ff9e 100644
--- a/reference.html
+++ b/reference.html
@@ -333,7 +333,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/reference.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/snakemake_cluster.html b/snakemake_cluster.html
index 4b59f64..450f4e6 100644
--- a/snakemake_cluster.html
+++ b/snakemake_cluster.html
@@ -336,7 +336,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Use the “mpi” option in the resource block of the Snakemake rule, and
 specify the number of tasks. This will be mapped to the <code>-n</code>
@@ -421,7 +421,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/snakemake_cluster.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/snakemake_multiple.html b/snakemake_multiple.html
index af43fef..25443c9 100644
--- a/snakemake_multiple.html
+++ b/snakemake_multiple.html
@@ -432,7 +432,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/snakemake_multiple.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/snakemake_profiles.html b/snakemake_profiles.html
index deffa58..3f58d02 100644
--- a/snakemake_profiles.html
+++ b/snakemake_profiles.html
@@ -425,7 +425,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/snakemake_profiles.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>
diff --git a/snakemake_single.html b/snakemake_single.html
index 5cf8073..8bbc03e 100644
--- a/snakemake_single.html
+++ b/snakemake_single.html
@@ -426,7 +426,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/snakemake_single.html",
   "dateCreated": "2023-04-19",
   "dateModified": "2023-08-02",
-  "datePublished": "2024-02-06"
+  "datePublished": "2024-02-13"
 }
 
   </script><script>