diff --git a/404.html b/404.html
index 35d1f8e..d6768ef 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 185803d..50666d9 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 6fe543a..9c7838e 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index c65c17d..7c6f15f 100644
--- a/aio.html
+++ b/aio.html
@@ -526,7 +526,7 @@ <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">
 <p>The rule does not get executed the second time. The Snakemake
 infrastructure is stateful, and knows that the required outputs are up
@@ -634,7 +634,7 @@ <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>The rules in the snakefile are nodes in the task graph. Two rules are
 connected by an arc in the task graph if the output of one rule is the
@@ -840,7 +840,7 @@ <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">
 <p>The profile files can have variables taken from the rule file, and in
 particular can refer to resources from a rule.</p>
@@ -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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/amdahl_foundation.html b/amdahl_foundation.html
index a132fbd..b1e5b18 100644
--- a/amdahl_foundation.html
+++ b/amdahl_foundation.html
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/amdahl_snakemake.html b/amdahl_snakemake.html
index d393edb..8b408a7 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 2dd0eb9..c3a2a06 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index e653007..d961510 100644
--- a/index.html
+++ b/index.html
@@ -302,7 +302,7 @@ <h3 class="callout-title">Details<a class="anchor" aria-label="anchor" href="#de
 <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">Windows</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 PuTTY</p>
 </div>
@@ -314,7 +314,7 @@ <h4 class="accordion-header" id="headingSolution1">Windows</h4>
 <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">MacOS</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -326,7 +326,7 @@ <h4 class="accordion-header" id="headingSolution2">MacOS</h4>
 <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">Linux</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -386,8 +386,8 @@ <h4 class="accordion-header" id="headingSolution3">Linux</h4>
   "url": "https://carpentries-incubator.github.io/hpc-workflows/index.html",
   "identifier": "https://carpentries-incubator.github.io/hpc-workflows/index.html",
   "dateCreated": "2023-04-19",
-  "dateModified": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 1197f39..ada1038 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 7e43081..2523339 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 35c62d9..ecb9b2c 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index e6e388b..dce9845 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 077b65b..b3b7282 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -530,7 +530,7 @@ <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">
 <p>The rule does not get executed the second time. The Snakemake
 infrastructure is stateful, and knows that the required outputs are up
@@ -639,7 +639,7 @@ <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>The rules in the snakefile are nodes in the task graph. Two rules are
 connected by an arc in the task graph if the output of one rule is the
@@ -847,7 +847,7 @@ <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">
 <p>The profile files can have variables taken from the rule file, and in
 particular can refer to resources from a rule.</p>
@@ -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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/amdahl_foundation.html b/instructor/amdahl_foundation.html
index 25ecb30..2a1561f 100644
--- a/instructor/amdahl_foundation.html
+++ b/instructor/amdahl_foundation.html
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/amdahl_snakemake.html b/instructor/amdahl_snakemake.html
index 698fac8..75937d9 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 725ae83..56205a1 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index a970e4a..0976613 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -367,7 +367,7 @@ <h3 class="callout-title">Details<a class="anchor" aria-label="anchor" href="#de
 <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">Windows</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 PuTTY</p>
 </div>
@@ -379,7 +379,7 @@ <h4 class="accordion-header" id="headingSolution1">Windows</h4>
 <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">MacOS</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -391,7 +391,7 @@ <h4 class="accordion-header" id="headingSolution2">MacOS</h4>
 <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">Linux</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 5f1ba79..bbce1a3 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 031bed5..5edfd15 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 57dbdbc..d6280e2 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index c3cbaaf..aa48c2d 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/snakemake_cluster.html b/instructor/snakemake_cluster.html
index b27670a..e06efc4 100644
--- a/instructor/snakemake_cluster.html
+++ b/instructor/snakemake_cluster.html
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/snakemake_multiple.html b/instructor/snakemake_multiple.html
index 5eb1b34..8b1f8f9 100644
--- a/instructor/snakemake_multiple.html
+++ b/instructor/snakemake_multiple.html
@@ -344,7 +344,7 @@ <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>The rules in the snakefile are nodes in the task graph. Two rules are
 connected by an arc in the task graph if the output of one rule is the
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/snakemake_profiles.html b/instructor/snakemake_profiles.html
index 6c38d34..a661afb 100644
--- a/instructor/snakemake_profiles.html
+++ b/instructor/snakemake_profiles.html
@@ -343,7 +343,7 @@ <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">
 <p>The profile files can have variables taken from the rule file, and in
 particular can refer to resources from a rule.</p>
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/instructor/snakemake_single.html b/instructor/snakemake_single.html
index 30222fb..9d422fa 100644
--- a/instructor/snakemake_single.html
+++ b/instructor/snakemake_single.html
@@ -339,7 +339,7 @@ <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">
 <p>The rule does not get executed the second time. The Snakemake
 infrastructure is stateful, and knows that the required outputs are up
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 918531b..bbb5899 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 6d34c10..fa5a0c6 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-01-04T18:47Z
+last_built: 2024-01-09T00:59Z
 
diff --git a/profiles.html b/profiles.html
index b7b8606..7f3114b 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": "2024-01-04",
-  "datePublished": "2024-01-04"
+  "dateModified": "2024-01-09",
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 6117400..53cd974 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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/snakemake_cluster.html b/snakemake_cluster.html
index 384d94e..f830c0c 100644
--- a/snakemake_cluster.html
+++ b/snakemake_cluster.html
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/snakemake_multiple.html b/snakemake_multiple.html
index 3727716..8d5415a 100644
--- a/snakemake_multiple.html
+++ b/snakemake_multiple.html
@@ -342,7 +342,7 @@ <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>The rules in the snakefile are nodes in the task graph. Two rules are
 connected by an arc in the task graph if the output of one rule is the
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/snakemake_profiles.html b/snakemake_profiles.html
index e28b984..f8eaaa0 100644
--- a/snakemake_profiles.html
+++ b/snakemake_profiles.html
@@ -341,7 +341,7 @@ <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">
 <p>The profile files can have variables taken from the rule file, and in
 particular can refer to resources from a rule.</p>
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>
diff --git a/snakemake_single.html b/snakemake_single.html
index 5a29261..9524a5b 100644
--- a/snakemake_single.html
+++ b/snakemake_single.html
@@ -337,7 +337,7 @@ <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">
 <p>The rule does not get executed the second time. The Snakemake
 infrastructure is stateful, and knows that the required outputs are up
@@ -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": "2024-01-04"
+  "datePublished": "2024-01-09"
 }
 
   </script><script>