diff --git a/404.html b/404.html
index f9d431f6..42b67f0c 100644
--- a/404.html
+++ b/404.html
@@ -419,9 +419,9 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/404.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/404.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 1b5b05b0..b1b7f871 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -433,9 +433,9 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/CODE_OF_CONDUCT.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 90dc5c3b..e95317c5 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -481,9 +481,9 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/LICENSE.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 5aec6e07..82127610 100644
--- a/aio.html
+++ b/aio.html
@@ -416,7 +416,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -588,7 +588,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-basic-targets"><p>Content from <a href="basic-targets.html">First targets Workflow</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/basic-targets.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -930,12 +930,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_csv_file
-● completed target penguins_csv_file [0.001 seconds]
+● completed target penguins_csv_file [0.001 seconds, 190 bytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.176 seconds]
+● completed target penguins_data_raw [0.188 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.005 seconds]
-▶ ended pipeline [0.308 seconds]</code></pre>
+● completed target penguins_data [0.007 seconds, 1.609 kilobytes]
+▶ ended pipeline [0.341 seconds]</code></pre>
 </div>
 <p>Congratulations, you’ve run your first workflow with
 <code>targets</code>!</p>
@@ -966,7 +966,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-cache"><p>Content from <a href="cache.html">Loading Workflow Objects</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/cache.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1015,7 +1015,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_data' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_data' not found</code></pre>
 </div>
 <p>Where are the results of our workflow?</p>
 
@@ -1086,7 +1086,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_csv_file' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_csv_file' not found</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="when-to-use-which-function">When to use which function<a class="anchor" aria-label="anchor" href="#when-to-use-which-function"></a>
 </h2>
@@ -1149,7 +1149,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-lifecycle"><p>Content from <a href="lifecycle.html">The Workflow Lifecycle</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/lifecycle.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1203,7 +1203,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.128 seconds]</code></pre>
+✔ skipped pipeline [0.238 seconds]</code></pre>
 </div>
 <p>Remember how the first time we ran the pipeline, <code>targets</code>
 printed out a list of each target as it was being built?</p>
@@ -1249,8 +1249,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.012 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.271 seconds]</code></pre>
 </div>
 <p>What happened?</p>
 <p>This time, it skipped <code>penguins_csv_file</code> and
@@ -1276,7 +1276,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</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">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -1374,7 +1374,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <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">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -1483,7 +1483,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.211 seconds]</code></pre>
+✔ skipped pipeline [0.237 seconds]</code></pre>
 </div>
 <p>Let’s invalidate <code>penguins_data</code> and run it again:</p>
 <div class="codewrapper sourceCode" id="cb13">
@@ -1499,8 +1499,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.013 seconds]
-▶ ended pipeline [0.238 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.264 seconds]</code></pre>
 </div>
 <p>If you want to reset <strong>everything</strong> and start fresh, you
 can use <code>tar_invalidate(everything())</code>
@@ -1551,7 +1551,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-organization"><p>Content from <a href="organization.html">Best Practices for targets Project Organization</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/organization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1736,16 +1736,57 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="op">)</span></span></code></pre>
 </div>
 <div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Debugging ───────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── How to ──────────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error message ──────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error traceback ────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="error" tabindex="0"><code>Error:
-! Error running targets::tar_make()
-Error messages: targets::tar_meta(fields = error, complete_only = TRUE)
-Debugging guide: https://books.ropensci.org/targets/debugging.html
-How to ask for help: https://books.ropensci.org/targets/help.html
-Last error message:
+! targets::tar_make() error
+    • tar_errored()
+    • tar_meta(fields = any_of("error"), complete_only = TRUE)
+    • tar_workspace()
+    • tar_workspaces()
+    • Debug: https://books.ropensci.org/targets/debugging.html
+    • Help: https://books.ropensci.org/targets/help.html
     duplicated target names: height
-Last error traceback:
     base::tryCatch(base::withCallingHandlers({ NULL base::saveRDS(base::do.c...
     tryCatchList(expr, classes, parentenv, handlers)
     tryCatchOne(tryCatchList(expr, names[-nh], parentenv, handlers[-nh]), na...
@@ -1755,7 +1796,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     doTryCatch(return(expr), name, parentenv, handler)
     base::withCallingHandlers({ NULL base::saveRDS(base::do.call(base::do.ca...
     base::saveRDS(base::do.call(base::do.call, base::c(base::readRDS("/tmp/R...
-    base::do.call(base::do.call, base::c(base::readRDS("/tmp/Rtmp1SI1S8/call...
+    base::do.call(base::do.call, base::c(base::readRDS("/tmp/RtmpBcneVt/call...
     (function (what, args, quote = FALSE, envir = parent.frame()) { if (!is....
     (function (targets_function, targets_arguments, options, envir = NULL, s...
     tryCatch(out &lt;- withCallingHandlers(targets::tar_callr_inner_try(targets...
@@ -1771,7 +1812,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     tar_assert_unique_targets(names)
     tar_throw_validate(message)
     tar_error(message = paste0(...), class = c("tar_condition_validate", "ta...
-    rlang::abort(message = message, class = class, call = tar_empty_envir)
+    rlang::abort(message = message, class = class, call = tar_envir_base)
     signal_abort(cnd, .file)</code></pre>
 </div>
 <p><strong>A major part of working with <code>targets</code> pipelines
@@ -1810,7 +1851,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-packages"><p>Content from <a href="packages.html">Managing Packages</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/packages.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1914,8 +1955,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.017 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This method gets around the slow-downs that may sometimes be
 experienced with Method 1.</p>
@@ -1949,8 +1990,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.016 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This can be more memory efficient in some cases than loading all
 packages, since not every target is always made during a typical run of
@@ -1981,8 +2022,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.008 seconds]
-▶ ended pipeline [0.091 seconds]</code></pre>
+● completed target adelie_data [0.009 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.098 seconds]</code></pre>
 </div>
 <p>The benefits of this approach are that the origins of all functions
 is explicit, so you could browse your code (for example, by looking at
@@ -2148,7 +2189,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-files"><p>Content from <a href="files.html">Working with External Files</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2226,8 +2267,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target some_data
-● completed target some_data [0.001 seconds]
-▶ ended pipeline [0.083 seconds]</code></pre>
+● completed target some_data [0 seconds, 64 bytes]
+▶ ended pipeline [0.089 seconds]</code></pre>
 </div>
 <p>If we inspect the contents of <code>some_data</code> with
 <code>tar_read(some_data)</code>, it will contain the string
@@ -2250,7 +2291,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>✔ skipped target some_data
-✔ skipped pipeline [0.082 seconds]</code></pre>
+✔ skipped pipeline [0.087 seconds]</code></pre>
 </div>
 <p>The target <code>some_data</code> was skipped, even though the
 contents of the file changed.</p>
@@ -2277,10 +2318,10 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target data_file
-● completed target data_file [0 seconds]
+● completed target data_file [0.001 seconds, 26 bytes]
 ▶ dispatched target some_data
-● completed target some_data [0 seconds]
-▶ ended pipeline [0.106 seconds]</code></pre>
+● completed target some_data [0 seconds, 78 bytes]
+▶ ended pipeline [0.109 seconds]</code></pre>
 </div>
 <p>This time we see that <code>targets</code> does successfully re-build
 <code>some_data</code> as expected.</p>
@@ -2374,7 +2415,7 @@ <h3 class="callout-title">Challenge: Use <code>tar_file_read()</code>
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2396,12 +2437,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_data_raw_file
-● completed target penguins_data_raw_file [0.001 seconds]
+● completed target penguins_data_raw_file [0.001 seconds, 53.098 kilobytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.095 seconds]
+● completed target penguins_data_raw [0.099 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.015 seconds]
-▶ ended pipeline [0.337 seconds]</code></pre>
+● completed target penguins_data [0.015 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.369 seconds]</code></pre>
 </div>
 </div>
 </div>
@@ -2486,14 +2527,14 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target hello_file
-● completed target hello_file [0 seconds]
+● completed target hello_file [0 seconds, 26 bytes]
 ▶ dispatched target hello
-● completed target hello [0 seconds]
+● completed target hello [0 seconds, 78 bytes]
 ▶ dispatched target hello_caps
-● completed target hello_caps [0 seconds]
+● completed target hello_caps [0.001 seconds, 78 bytes]
 ▶ dispatched target hello_caps_out
-● completed target hello_caps_out [0 seconds]
-▶ ended pipeline [0.102 seconds]</code></pre>
+● completed target hello_caps_out [0 seconds, 26 bytes]
+▶ ended pipeline [0.111 seconds]</code></pre>
 </div>
 <p>Take a look at <code>hello_caps.txt</code> in the
 <code>results</code> folder and verify it is as you expect.</p>
@@ -2515,7 +2556,7 @@ <h3 class="callout-title">Challenge: What happens to file output if its modified
 <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" 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><code>targets</code> detects that <code>hello_caps_out</code> has
 changed (is “invalidated”), and re-runs the code to make it, thus
@@ -2555,7 +2596,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-branch"><p>Content from <a href="branch.html">Branching</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/branch.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2656,8 +2697,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target combined_model
-● completed target combined_model [0.019 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target combined_model [0.024 seconds, 11.201 kilobytes]
+▶ ended pipeline [0.273 seconds]</code></pre>
 </div>
 <p>Let’s have a look at the model. We will use the <code>glance()</code>
 function from the <code>broom</code> package. Unlike base R
@@ -2736,16 +2777,16 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target combined_model
 ▶ dispatched target interaction_model
-● completed target interaction_model [0.003 seconds]
+● completed target interaction_model [0.003 seconds, 19.283 kilobytes]
 ▶ dispatched target species_model
-● completed target species_model [0.002 seconds]
+● completed target species_model [0.001 seconds, 15.439 kilobytes]
 ▶ dispatched target combined_summary
-● completed target combined_summary [0.008 seconds]
+● completed target combined_summary [0.006 seconds, 348 bytes]
 ▶ dispatched target interaction_summary
-● completed target interaction_summary [0.004 seconds]
+● completed target interaction_summary [0.003 seconds, 348 bytes]
 ▶ dispatched target species_summary
-● completed target species_summary [0.003 seconds]
-▶ ended pipeline [0.258 seconds]</code></pre>
+● completed target species_summary [0.003 seconds, 347 bytes]
+▶ ended pipeline [0.28 seconds]</code></pre>
 </div>
 <p>Let’s look at the summary of one of the models:</p>
 <div class="codewrapper sourceCode" id="cb8">
@@ -2819,15 +2860,15 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target models
-● completed target models [0.004 seconds]
+● completed target models [0.005 seconds, 43.009 kilobytes]
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.008 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.006 seconds, 348 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.003 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.003 seconds, 347 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds, 348 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.27 seconds]</code></pre>
+▶ ended pipeline [0.302 seconds]</code></pre>
 </div>
 <p>There is a series of smaller targets (branches) that are each named
 like model_summaries_812e3af782bee03f, then one overall
@@ -2974,13 +3015,13 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target models
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.014 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.012 seconds, 374 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.007 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.007 seconds, 371 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds, 377 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.276 seconds]</code></pre>
+▶ ended pipeline [0.281 seconds]</code></pre>
 </div>
 <p>And this time, when we load the <code>model_summaries</code>, we can
 tell which model corresponds to which row (you may need to scroll to the
@@ -3048,7 +3089,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</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" 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>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -3143,7 +3184,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</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" 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>Some other ways of applying branching patterns include:</p>
 <ul>
@@ -3184,7 +3225,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-parallel"><p>Content from <a href="parallel.html">Parallel Processing</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/parallel.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -3439,7 +3480,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </div></section><section id="aio-quarto"><p>Content from <a href="quarto.html">Reproducible Reports with Quarto</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/quarto.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -3776,9 +3817,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/aio.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/aio.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/basic-targets.html b/basic-targets.html
index f6f139c6..6b39825f 100644
--- a/basic-targets.html
+++ b/basic-targets.html
@@ -365,7 +365,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>First targets Workflow</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/basic-targets.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -695,12 +695,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_csv_file
-● completed target penguins_csv_file [0.001 seconds]
+● completed target penguins_csv_file [0.001 seconds, 190 bytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.176 seconds]
+● completed target penguins_data_raw [0.188 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.005 seconds]
-▶ ended pipeline [0.308 seconds]</code></pre>
+● completed target penguins_data [0.007 seconds, 1.609 kilobytes]
+▶ ended pipeline [0.341 seconds]</code></pre>
 </div>
 <p>Congratulations, you’ve run your first workflow with
 <code>targets</code>!</p>
@@ -784,9 +784,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/basic-targets.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/basic-targets.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/branch.html b/branch.html
index 3bf1a5bb..300dc1f7 100644
--- a/branch.html
+++ b/branch.html
@@ -365,7 +365,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Branching</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/branch.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -463,8 +463,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target combined_model
-● completed target combined_model [0.019 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target combined_model [0.024 seconds, 11.201 kilobytes]
+▶ ended pipeline [0.273 seconds]</code></pre>
 </div>
 <p>Let’s have a look at the model. We will use the <code>glance()</code>
 function from the <code>broom</code> package. Unlike base R
@@ -543,16 +543,16 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target combined_model
 ▶ dispatched target interaction_model
-● completed target interaction_model [0.003 seconds]
+● completed target interaction_model [0.003 seconds, 19.283 kilobytes]
 ▶ dispatched target species_model
-● completed target species_model [0.002 seconds]
+● completed target species_model [0.001 seconds, 15.439 kilobytes]
 ▶ dispatched target combined_summary
-● completed target combined_summary [0.008 seconds]
+● completed target combined_summary [0.006 seconds, 348 bytes]
 ▶ dispatched target interaction_summary
-● completed target interaction_summary [0.004 seconds]
+● completed target interaction_summary [0.003 seconds, 348 bytes]
 ▶ dispatched target species_summary
-● completed target species_summary [0.003 seconds]
-▶ ended pipeline [0.258 seconds]</code></pre>
+● completed target species_summary [0.003 seconds, 347 bytes]
+▶ ended pipeline [0.28 seconds]</code></pre>
 </div>
 <p>Let’s look at the summary of one of the models:</p>
 <div class="codewrapper sourceCode" id="cb8">
@@ -623,15 +623,15 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target models
-● completed target models [0.004 seconds]
+● completed target models [0.005 seconds, 43.009 kilobytes]
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.008 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.006 seconds, 348 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.003 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.003 seconds, 347 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds, 348 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.27 seconds]</code></pre>
+▶ ended pipeline [0.302 seconds]</code></pre>
 </div>
 <p>There is a series of smaller targets (branches) that are each named
 like model_summaries_812e3af782bee03f, then one overall
@@ -777,13 +777,13 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target models
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.014 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.012 seconds, 374 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.007 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.007 seconds, 371 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds, 377 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.276 seconds]</code></pre>
+▶ ended pipeline [0.281 seconds]</code></pre>
 </div>
 <p>And this time, when we load the <code>model_summaries</code>, we can
 tell which model corresponds to which row (you may need to scroll to the
@@ -851,7 +851,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</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" 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>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -946,7 +946,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</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" 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>Some other ways of applying branching patterns include:</p>
 <ul><li>crossing: one branch per combination of elements
@@ -1038,9 +1038,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/branch.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/branch.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/cache.html b/cache.html
index 9e7219a6..071675b6 100644
--- a/cache.html
+++ b/cache.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Loading Workflow Objects</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/cache.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -416,7 +416,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_data' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_data' not found</code></pre>
 </div>
 <p>Where are the results of our workflow?</p>
 
@@ -483,7 +483,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_csv_file' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_csv_file' not found</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="when-to-use-which-function">When to use which function<a class="anchor" aria-label="anchor" href="#when-to-use-which-function"></a></h2>
 <hr class="half-width"><p><code>tar_load()</code> tends to be more useful when you want to load
@@ -595,9 +595,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/cache.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/cache.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/files.html b/files.html
index 52123ea1..5db9d4aa 100644
--- a/files.html
+++ b/files.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Working with External Files</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -445,8 +445,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target some_data
-● completed target some_data [0.001 seconds]
-▶ ended pipeline [0.083 seconds]</code></pre>
+● completed target some_data [0 seconds, 64 bytes]
+▶ ended pipeline [0.089 seconds]</code></pre>
 </div>
 <p>If we inspect the contents of <code>some_data</code> with
 <code>tar_read(some_data)</code>, it will contain the string
@@ -469,7 +469,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>✔ skipped target some_data
-✔ skipped pipeline [0.082 seconds]</code></pre>
+✔ skipped pipeline [0.087 seconds]</code></pre>
 </div>
 <p>The target <code>some_data</code> was skipped, even though the
 contents of the file changed.</p>
@@ -496,10 +496,10 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target data_file
-● completed target data_file [0 seconds]
+● completed target data_file [0.001 seconds, 26 bytes]
 ▶ dispatched target some_data
-● completed target some_data [0 seconds]
-▶ ended pipeline [0.106 seconds]</code></pre>
+● completed target some_data [0 seconds, 78 bytes]
+▶ ended pipeline [0.109 seconds]</code></pre>
 </div>
 <p>This time we see that <code>targets</code> does successfully re-build
 <code>some_data</code> as expected.</p>
@@ -587,7 +587,7 @@ <h3 class="callout-title">Challenge: Use <code>tar_file_read()</code>
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -609,12 +609,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_data_raw_file
-● completed target penguins_data_raw_file [0.001 seconds]
+● completed target penguins_data_raw_file [0.001 seconds, 53.098 kilobytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.095 seconds]
+● completed target penguins_data_raw [0.099 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.015 seconds]
-▶ ended pipeline [0.337 seconds]</code></pre>
+● completed target penguins_data [0.015 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.369 seconds]</code></pre>
 </div>
 </div>
 </div>
@@ -697,14 +697,14 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target hello_file
-● completed target hello_file [0 seconds]
+● completed target hello_file [0 seconds, 26 bytes]
 ▶ dispatched target hello
-● completed target hello [0 seconds]
+● completed target hello [0 seconds, 78 bytes]
 ▶ dispatched target hello_caps
-● completed target hello_caps [0 seconds]
+● completed target hello_caps [0.001 seconds, 78 bytes]
 ▶ dispatched target hello_caps_out
-● completed target hello_caps_out [0 seconds]
-▶ ended pipeline [0.102 seconds]</code></pre>
+● completed target hello_caps_out [0 seconds, 26 bytes]
+▶ ended pipeline [0.111 seconds]</code></pre>
 </div>
 <p>Take a look at <code>hello_caps.txt</code> in the
 <code>results</code> folder and verify it is as you expect.</p>
@@ -726,7 +726,7 @@ <h3 class="callout-title">Challenge: What happens to file output if its modified
 <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" 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><code>targets</code> detects that <code>hello_caps_out</code> has
 changed (is “invalidated”), and re-runs the code to make it, thus
@@ -819,9 +819,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/files.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/files.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 66262934..09dcced1 100644
--- a/images.html
+++ b/images.html
@@ -496,9 +496,9 @@ <h3 id="quarto-figure-1">Figure 1</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/images.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/images.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 223e651c..1754a084 100644
--- a/index.html
+++ b/index.html
@@ -452,9 +452,9 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/index.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/index.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 8dfc0fb7..ca992241 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -480,9 +480,9 @@ <h1>Instructor Notes</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor-notes.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index a4ab95a3..5e0e3c3b 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -419,9 +419,9 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/404.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 57785b6d..579878f7 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -435,9 +435,9 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/CODE_OF_CONDUCT.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index fb784152..fc79d45c 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -483,9 +483,9 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/LICENSE.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index ced4bce4..d846235b 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -418,7 +418,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -604,7 +604,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-basic-targets"><p>Content from <a href="basic-targets.html">First targets Workflow</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/basic-targets.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -647,7 +647,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: First chance to get hands dirty by writing a very
 simple workflow</p>
@@ -960,12 +960,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_csv_file
-● completed target penguins_csv_file [0.001 seconds]
+● completed target penguins_csv_file [0.001 seconds, 190 bytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.176 seconds]
+● completed target penguins_data_raw [0.188 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.005 seconds]
-▶ ended pipeline [0.308 seconds]</code></pre>
+● completed target penguins_data [0.007 seconds, 1.609 kilobytes]
+▶ ended pipeline [0.341 seconds]</code></pre>
 </div>
 <p>Congratulations, you’ve run your first workflow with
 <code>targets</code>!</p>
@@ -996,7 +996,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-cache"><p>Content from <a href="cache.html">Loading Workflow Objects</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/cache.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1036,7 +1036,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to get at the objects that we built</p>
 </div>
@@ -1058,7 +1058,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_data' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_data' not found</code></pre>
 </div>
 <p>Where are the results of our workflow?</p>
 <div id="accordionInstructor2" class="accordion instructor-note accordion-flush">
@@ -1066,7 +1066,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <ul>
 <li>To reinforce the concept of <code>targets</code> running in a
@@ -1145,7 +1145,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_csv_file' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_csv_file' not found</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="when-to-use-which-function">When to use which function<a class="anchor" aria-label="anchor" href="#when-to-use-which-function"></a>
 </h2>
@@ -1208,7 +1208,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-lifecycle"><p>Content from <a href="lifecycle.html">The Workflow Lifecycle</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/lifecycle.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1248,7 +1248,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate typical cycle of running
 <code>targets</code>: make, inspect, adjust, make…</p>
@@ -1276,7 +1276,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.128 seconds]</code></pre>
+✔ skipped pipeline [0.238 seconds]</code></pre>
 </div>
 <p>Remember how the first time we ran the pipeline, <code>targets</code>
 printed out a list of each target as it was being built?</p>
@@ -1322,8 +1322,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.012 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.271 seconds]</code></pre>
 </div>
 <p>What happened?</p>
 <p>This time, it skipped <code>penguins_csv_file</code> and
@@ -1349,7 +1349,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</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">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -1447,7 +1447,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <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">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -1556,7 +1556,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.211 seconds]</code></pre>
+✔ skipped pipeline [0.237 seconds]</code></pre>
 </div>
 <p>Let’s invalidate <code>penguins_data</code> and run it again:</p>
 <div class="codewrapper sourceCode" id="cb13">
@@ -1572,8 +1572,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.013 seconds]
-▶ ended pipeline [0.238 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.264 seconds]</code></pre>
 </div>
 <p>If you want to reset <strong>everything</strong> and start fresh, you
 can use <code>tar_invalidate(everything())</code>
@@ -1624,7 +1624,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-organization"><p>Content from <a href="organization.html">Best Practices for targets Project Organization</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/organization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1668,7 +1668,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate best-practices for project
 organization</p>
@@ -1823,16 +1823,57 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="op">)</span></span></code></pre>
 </div>
 <div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Debugging ───────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── How to ──────────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error message ──────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error traceback ────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="error" tabindex="0"><code>Error:
-! Error running targets::tar_make()
-Error messages: targets::tar_meta(fields = error, complete_only = TRUE)
-Debugging guide: https://books.ropensci.org/targets/debugging.html
-How to ask for help: https://books.ropensci.org/targets/help.html
-Last error message:
+! targets::tar_make() error
+    • tar_errored()
+    • tar_meta(fields = any_of("error"), complete_only = TRUE)
+    • tar_workspace()
+    • tar_workspaces()
+    • Debug: https://books.ropensci.org/targets/debugging.html
+    • Help: https://books.ropensci.org/targets/help.html
     duplicated target names: height
-Last error traceback:
     base::tryCatch(base::withCallingHandlers({ NULL base::saveRDS(base::do.c...
     tryCatchList(expr, classes, parentenv, handlers)
     tryCatchOne(tryCatchList(expr, names[-nh], parentenv, handlers[-nh]), na...
@@ -1842,7 +1883,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     doTryCatch(return(expr), name, parentenv, handler)
     base::withCallingHandlers({ NULL base::saveRDS(base::do.call(base::do.ca...
     base::saveRDS(base::do.call(base::do.call, base::c(base::readRDS("/tmp/R...
-    base::do.call(base::do.call, base::c(base::readRDS("/tmp/Rtmp1SI1S8/call...
+    base::do.call(base::do.call, base::c(base::readRDS("/tmp/RtmpBcneVt/call...
     (function (what, args, quote = FALSE, envir = parent.frame()) { if (!is....
     (function (targets_function, targets_arguments, options, envir = NULL, s...
     tryCatch(out &lt;- withCallingHandlers(targets::tar_callr_inner_try(targets...
@@ -1858,7 +1899,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     tar_assert_unique_targets(names)
     tar_throw_validate(message)
     tar_error(message = paste0(...), class = c("tar_condition_validate", "ta...
-    rlang::abort(message = message, class = class, call = tar_empty_envir)
+    rlang::abort(message = message, class = class, call = tar_envir_base)
     signal_abort(cnd, .file)</code></pre>
 </div>
 <p><strong>A major part of working with <code>targets</code> pipelines
@@ -1897,7 +1938,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-packages"><p>Content from <a href="packages.html">Managing Packages</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/packages.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2015,8 +2056,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.017 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This method gets around the slow-downs that may sometimes be
 experienced with Method 1.</p>
@@ -2050,8 +2091,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.016 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This can be more memory efficient in some cases than loading all
 packages, since not every target is always made during a typical run of
@@ -2082,8 +2123,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.008 seconds]
-▶ ended pipeline [0.091 seconds]</code></pre>
+● completed target adelie_data [0.009 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.098 seconds]</code></pre>
 </div>
 <p>The benefits of this approach are that the origins of all functions
 is explicit, so you could browse your code (for example, by looking at
@@ -2249,7 +2290,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-files"><p>Content from <a href="files.html">Working with External Files</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2288,7 +2329,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to read and write external files</p>
 </div>
@@ -2340,8 +2381,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target some_data
-● completed target some_data [0.001 seconds]
-▶ ended pipeline [0.083 seconds]</code></pre>
+● completed target some_data [0 seconds, 64 bytes]
+▶ ended pipeline [0.089 seconds]</code></pre>
 </div>
 <p>If we inspect the contents of <code>some_data</code> with
 <code>tar_read(some_data)</code>, it will contain the string
@@ -2364,7 +2405,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>✔ skipped target some_data
-✔ skipped pipeline [0.082 seconds]</code></pre>
+✔ skipped pipeline [0.087 seconds]</code></pre>
 </div>
 <p>The target <code>some_data</code> was skipped, even though the
 contents of the file changed.</p>
@@ -2391,10 +2432,10 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target data_file
-● completed target data_file [0 seconds]
+● completed target data_file [0.001 seconds, 26 bytes]
 ▶ dispatched target some_data
-● completed target some_data [0 seconds]
-▶ ended pipeline [0.106 seconds]</code></pre>
+● completed target some_data [0 seconds, 78 bytes]
+▶ ended pipeline [0.109 seconds]</code></pre>
 </div>
 <p>This time we see that <code>targets</code> does successfully re-build
 <code>some_data</code> as expected.</p>
@@ -2488,7 +2529,7 @@ <h3 class="callout-title">Challenge: Use <code>tar_file_read()</code>
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2510,12 +2551,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_data_raw_file
-● completed target penguins_data_raw_file [0.001 seconds]
+● completed target penguins_data_raw_file [0.001 seconds, 53.098 kilobytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.095 seconds]
+● completed target penguins_data_raw [0.099 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.015 seconds]
-▶ ended pipeline [0.337 seconds]</code></pre>
+● completed target penguins_data [0.015 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.369 seconds]</code></pre>
 </div>
 </div>
 </div>
@@ -2600,14 +2641,14 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target hello_file
-● completed target hello_file [0 seconds]
+● completed target hello_file [0 seconds, 26 bytes]
 ▶ dispatched target hello
-● completed target hello [0 seconds]
+● completed target hello [0 seconds, 78 bytes]
 ▶ dispatched target hello_caps
-● completed target hello_caps [0 seconds]
+● completed target hello_caps [0.001 seconds, 78 bytes]
 ▶ dispatched target hello_caps_out
-● completed target hello_caps_out [0 seconds]
-▶ ended pipeline [0.102 seconds]</code></pre>
+● completed target hello_caps_out [0 seconds, 26 bytes]
+▶ ended pipeline [0.111 seconds]</code></pre>
 </div>
 <p>Take a look at <code>hello_caps.txt</code> in the
 <code>results</code> folder and verify it is as you expect.</p>
@@ -2629,7 +2670,7 @@ <h3 class="callout-title">Challenge: What happens to file output if its modified
 <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" 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><code>targets</code> detects that <code>hello_caps_out</code> has
 changed (is “invalidated”), and re-runs the code to make it, thus
@@ -2669,7 +2710,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-branch"><p>Content from <a href="branch.html">Branching</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/branch.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2706,7 +2747,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use branching</p>
 </div>
@@ -2783,8 +2824,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target combined_model
-● completed target combined_model [0.019 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target combined_model [0.024 seconds, 11.201 kilobytes]
+▶ ended pipeline [0.273 seconds]</code></pre>
 </div>
 <p>Let’s have a look at the model. We will use the <code>glance()</code>
 function from the <code>broom</code> package. Unlike base R
@@ -2863,16 +2904,16 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target combined_model
 ▶ dispatched target interaction_model
-● completed target interaction_model [0.003 seconds]
+● completed target interaction_model [0.003 seconds, 19.283 kilobytes]
 ▶ dispatched target species_model
-● completed target species_model [0.002 seconds]
+● completed target species_model [0.001 seconds, 15.439 kilobytes]
 ▶ dispatched target combined_summary
-● completed target combined_summary [0.008 seconds]
+● completed target combined_summary [0.006 seconds, 348 bytes]
 ▶ dispatched target interaction_summary
-● completed target interaction_summary [0.004 seconds]
+● completed target interaction_summary [0.003 seconds, 348 bytes]
 ▶ dispatched target species_summary
-● completed target species_summary [0.003 seconds]
-▶ ended pipeline [0.258 seconds]</code></pre>
+● completed target species_summary [0.003 seconds, 347 bytes]
+▶ ended pipeline [0.28 seconds]</code></pre>
 </div>
 <p>Let’s look at the summary of one of the models:</p>
 <div class="codewrapper sourceCode" id="cb8">
@@ -2946,15 +2987,15 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target models
-● completed target models [0.004 seconds]
+● completed target models [0.005 seconds, 43.009 kilobytes]
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.008 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.006 seconds, 348 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.003 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.003 seconds, 347 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds, 348 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.27 seconds]</code></pre>
+▶ ended pipeline [0.302 seconds]</code></pre>
 </div>
 <p>There is a series of smaller targets (branches) that are each named
 like model_summaries_812e3af782bee03f, then one overall
@@ -3101,13 +3142,13 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target models
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.014 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.012 seconds, 374 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.007 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.007 seconds, 371 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds, 377 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.276 seconds]</code></pre>
+▶ ended pipeline [0.281 seconds]</code></pre>
 </div>
 <p>And this time, when we load the <code>model_summaries</code>, we can
 tell which model corresponds to which row (you may need to scroll to the
@@ -3175,7 +3216,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</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" 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>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -3270,7 +3311,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</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" 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>Some other ways of applying branching patterns include:</p>
 <ul>
@@ -3311,7 +3352,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-parallel"><p>Content from <a href="parallel.html">Parallel Processing</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/parallel.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -3348,7 +3389,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use parallel processing</p>
 </div>
@@ -3579,7 +3620,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </div></section><section id="aio-quarto"><p>Content from <a href="quarto.html">Reproducible Reports with Quarto</a></p>
 <hr>
-<p>Last updated on 2024-11-19 |
+<p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/quarto.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -3929,9 +3970,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/aio.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/basic-targets.html b/instructor/basic-targets.html
index 6bb760cc..8d448138 100644
--- a/instructor/basic-targets.html
+++ b/instructor/basic-targets.html
@@ -365,7 +365,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>First targets Workflow</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/basic-targets.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -411,7 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: First chance to get hands dirty by writing a very
 simple workflow</p>
@@ -709,12 +709,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_csv_file
-● completed target penguins_csv_file [0.001 seconds]
+● completed target penguins_csv_file [0.001 seconds, 190 bytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.176 seconds]
+● completed target penguins_data_raw [0.188 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.005 seconds]
-▶ ended pipeline [0.308 seconds]</code></pre>
+● completed target penguins_data [0.007 seconds, 1.609 kilobytes]
+▶ ended pipeline [0.341 seconds]</code></pre>
 </div>
 <p>Congratulations, you’ve run your first workflow with
 <code>targets</code>!</p>
@@ -798,9 +798,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/basic-targets.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/basic-targets.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/branch.html b/instructor/branch.html
index c6a90ed7..d8a5fa23 100644
--- a/instructor/branch.html
+++ b/instructor/branch.html
@@ -365,7 +365,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Branching</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/branch.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -405,7 +405,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use branching</p>
 </div>
@@ -476,8 +476,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target combined_model
-● completed target combined_model [0.019 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target combined_model [0.024 seconds, 11.201 kilobytes]
+▶ ended pipeline [0.273 seconds]</code></pre>
 </div>
 <p>Let’s have a look at the model. We will use the <code>glance()</code>
 function from the <code>broom</code> package. Unlike base R
@@ -556,16 +556,16 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target combined_model
 ▶ dispatched target interaction_model
-● completed target interaction_model [0.003 seconds]
+● completed target interaction_model [0.003 seconds, 19.283 kilobytes]
 ▶ dispatched target species_model
-● completed target species_model [0.002 seconds]
+● completed target species_model [0.001 seconds, 15.439 kilobytes]
 ▶ dispatched target combined_summary
-● completed target combined_summary [0.008 seconds]
+● completed target combined_summary [0.006 seconds, 348 bytes]
 ▶ dispatched target interaction_summary
-● completed target interaction_summary [0.004 seconds]
+● completed target interaction_summary [0.003 seconds, 348 bytes]
 ▶ dispatched target species_summary
-● completed target species_summary [0.003 seconds]
-▶ ended pipeline [0.258 seconds]</code></pre>
+● completed target species_summary [0.003 seconds, 347 bytes]
+▶ ended pipeline [0.28 seconds]</code></pre>
 </div>
 <p>Let’s look at the summary of one of the models:</p>
 <div class="codewrapper sourceCode" id="cb8">
@@ -636,15 +636,15 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
 ▶ dispatched target models
-● completed target models [0.004 seconds]
+● completed target models [0.005 seconds, 43.009 kilobytes]
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.008 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.006 seconds, 348 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.003 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.003 seconds, 347 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.003 seconds, 348 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.27 seconds]</code></pre>
+▶ ended pipeline [0.302 seconds]</code></pre>
 </div>
 <p>There is a series of smaller targets (branches) that are each named
 like model_summaries_812e3af782bee03f, then one overall
@@ -790,13 +790,13 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 ✔ skipped target penguins_data
 ✔ skipped target models
 ▶ dispatched branch model_summaries_812e3af782bee03f
-● completed branch model_summaries_812e3af782bee03f [0.014 seconds]
+● completed branch model_summaries_812e3af782bee03f [0.012 seconds, 374 bytes]
 ▶ dispatched branch model_summaries_2b8108839427c135
-● completed branch model_summaries_2b8108839427c135 [0.007 seconds]
+● completed branch model_summaries_2b8108839427c135 [0.007 seconds, 371 bytes]
 ▶ dispatched branch model_summaries_533cd9a636c3e05b
-● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds]
+● completed branch model_summaries_533cd9a636c3e05b [0.004 seconds, 377 bytes]
 ● completed pattern model_summaries
-▶ ended pipeline [0.276 seconds]</code></pre>
+▶ ended pipeline [0.281 seconds]</code></pre>
 </div>
 <p>And this time, when we load the <code>model_summaries</code>, we can
 tell which model corresponds to which row (you may need to scroll to the
@@ -864,7 +864,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</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" 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>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -959,7 +959,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</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" 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>Some other ways of applying branching patterns include:</p>
 <ul><li>crossing: one branch per combination of elements
@@ -1051,9 +1051,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/branch.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/branch.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/cache.html b/instructor/cache.html
index d5eb5dbb..6a8270ba 100644
--- a/instructor/cache.html
+++ b/instructor/cache.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Loading Workflow Objects</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/cache.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -409,7 +409,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to get at the objects that we built</p>
 </div>
@@ -429,7 +429,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_data' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_data' not found</code></pre>
 </div>
 <p>Where are the results of our workflow?</p>
 <div id="accordionInstructor2" class="accordion instructor-note accordion-flush">
@@ -437,7 +437,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <ul><li>To reinforce the concept of <code>targets</code> running in a
 separate R session, you may want to pretend trying to run
@@ -510,7 +510,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
-<pre class="error" tabindex="0"><code>Error in eval(expr, envir, enclos): object 'penguins_csv_file' not found</code></pre>
+<pre class="error" tabindex="0"><code>Error: object 'penguins_csv_file' not found</code></pre>
 </div>
 </section><section><h2 class="section-heading" id="when-to-use-which-function">When to use which function<a class="anchor" aria-label="anchor" href="#when-to-use-which-function"></a></h2>
 <hr class="half-width"><p><code>tar_load()</code> tends to be more useful when you want to load
@@ -622,9 +622,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/cache.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/cache.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/files.html b/instructor/files.html
index c6d5bfd0..2cb25548 100644
--- a/instructor/files.html
+++ b/instructor/files.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Working with External Files</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -408,7 +408,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to read and write external files</p>
 </div>
@@ -458,8 +458,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target some_data
-● completed target some_data [0.001 seconds]
-▶ ended pipeline [0.083 seconds]</code></pre>
+● completed target some_data [0 seconds, 64 bytes]
+▶ ended pipeline [0.089 seconds]</code></pre>
 </div>
 <p>If we inspect the contents of <code>some_data</code> with
 <code>tar_read(some_data)</code>, it will contain the string
@@ -482,7 +482,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>✔ skipped target some_data
-✔ skipped pipeline [0.082 seconds]</code></pre>
+✔ skipped pipeline [0.087 seconds]</code></pre>
 </div>
 <p>The target <code>some_data</code> was skipped, even though the
 contents of the file changed.</p>
@@ -509,10 +509,10 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target data_file
-● completed target data_file [0 seconds]
+● completed target data_file [0.001 seconds, 26 bytes]
 ▶ dispatched target some_data
-● completed target some_data [0 seconds]
-▶ ended pipeline [0.106 seconds]</code></pre>
+● completed target some_data [0 seconds, 78 bytes]
+▶ ended pipeline [0.109 seconds]</code></pre>
 </div>
 <p>This time we see that <code>targets</code> does successfully re-build
 <code>some_data</code> as expected.</p>
@@ -600,7 +600,7 @@ <h3 class="callout-title">Challenge: Use <code>tar_file_read()</code>
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -622,12 +622,12 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target penguins_data_raw_file
-● completed target penguins_data_raw_file [0.001 seconds]
+● completed target penguins_data_raw_file [0.001 seconds, 53.098 kilobytes]
 ▶ dispatched target penguins_data_raw
-● completed target penguins_data_raw [0.095 seconds]
+● completed target penguins_data_raw [0.099 seconds, 10.403 kilobytes]
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.015 seconds]
-▶ ended pipeline [0.337 seconds]</code></pre>
+● completed target penguins_data [0.015 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.369 seconds]</code></pre>
 </div>
 </div>
 </div>
@@ -710,14 +710,14 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target hello_file
-● completed target hello_file [0 seconds]
+● completed target hello_file [0 seconds, 26 bytes]
 ▶ dispatched target hello
-● completed target hello [0 seconds]
+● completed target hello [0 seconds, 78 bytes]
 ▶ dispatched target hello_caps
-● completed target hello_caps [0 seconds]
+● completed target hello_caps [0.001 seconds, 78 bytes]
 ▶ dispatched target hello_caps_out
-● completed target hello_caps_out [0 seconds]
-▶ ended pipeline [0.102 seconds]</code></pre>
+● completed target hello_caps_out [0 seconds, 26 bytes]
+▶ ended pipeline [0.111 seconds]</code></pre>
 </div>
 <p>Take a look at <code>hello_caps.txt</code> in the
 <code>results</code> folder and verify it is as you expect.</p>
@@ -739,7 +739,7 @@ <h3 class="callout-title">Challenge: What happens to file output if its modified
 <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" 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><code>targets</code> detects that <code>hello_caps_out</code> has
 changed (is “invalidated”), and re-runs the code to make it, thus
@@ -832,9 +832,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/files.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/files.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index aff582c2..3298c597 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -498,9 +498,9 @@ <h3 id="quarto-figure-1">Figure 1</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/images.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 79ab5019..51f73788 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -558,9 +558,9 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/index.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 649180f4..378a4d2e 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -567,9 +567,9 @@ <h3 id="quarto-headingInstructor1">
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/instructor-notes.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 693e45b4..37589dad 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -593,9 +593,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/introduction.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/introduction.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index da95a245..a090c4c7 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -583,9 +583,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/key-points.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/lifecycle.html b/instructor/lifecycle.html
index 952bca86..a5323a7c 100644
--- a/instructor/lifecycle.html
+++ b/instructor/lifecycle.html
@@ -368,7 +368,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>The Workflow Lifecycle</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/lifecycle.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -411,7 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate typical cycle of running
 <code>targets</code>: make, inspect, adjust, make…</p>
@@ -437,7 +437,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.128 seconds]</code></pre>
+✔ skipped pipeline [0.238 seconds]</code></pre>
 </div>
 <p>Remember how the first time we ran the pipeline, <code>targets</code>
 printed out a list of each target as it was being built?</p>
@@ -481,8 +481,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.012 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.271 seconds]</code></pre>
 </div>
 <p>What happened?</p>
 <p>This time, it skipped <code>penguins_csv_file</code> and
@@ -508,7 +508,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</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">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -602,7 +602,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <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">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -707,7 +707,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.211 seconds]</code></pre>
+✔ skipped pipeline [0.237 seconds]</code></pre>
 </div>
 <p>Let’s invalidate <code>penguins_data</code> and run it again:</p>
 <div class="codewrapper sourceCode" id="cb13">
@@ -723,8 +723,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.013 seconds]
-▶ ended pipeline [0.238 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.264 seconds]</code></pre>
 </div>
 <p>If you want to reset <strong>everything</strong> and start fresh, you
 can use <code>tar_invalidate(everything())</code>
@@ -826,9 +826,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/lifecycle.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/lifecycle.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/organization.html b/instructor/organization.html
index 81c54994..b1f68cf6 100644
--- a/instructor/organization.html
+++ b/instructor/organization.html
@@ -364,7 +364,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Best Practices for targets Project Organization</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/organization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -411,7 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate best-practices for project
 organization</p>
@@ -560,16 +560,57 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="op">)</span></span></code></pre>
 </div>
 <div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Debugging ───────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── How to ──────────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error message ──────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error traceback ────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="error" tabindex="0"><code>Error:
-! Error running targets::tar_make()
-Error messages: targets::tar_meta(fields = error, complete_only = TRUE)
-Debugging guide: https://books.ropensci.org/targets/debugging.html
-How to ask for help: https://books.ropensci.org/targets/help.html
-Last error message:
+! targets::tar_make() error
+    • tar_errored()
+    • tar_meta(fields = any_of("error"), complete_only = TRUE)
+    • tar_workspace()
+    • tar_workspaces()
+    • Debug: https://books.ropensci.org/targets/debugging.html
+    • Help: https://books.ropensci.org/targets/help.html
     duplicated target names: height
-Last error traceback:
     base::tryCatch(base::withCallingHandlers({ NULL base::saveRDS(base::do.c...
     tryCatchList(expr, classes, parentenv, handlers)
     tryCatchOne(tryCatchList(expr, names[-nh], parentenv, handlers[-nh]), na...
@@ -579,7 +620,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     doTryCatch(return(expr), name, parentenv, handler)
     base::withCallingHandlers({ NULL base::saveRDS(base::do.call(base::do.ca...
     base::saveRDS(base::do.call(base::do.call, base::c(base::readRDS("/tmp/R...
-    base::do.call(base::do.call, base::c(base::readRDS("/tmp/Rtmp1SI1S8/call...
+    base::do.call(base::do.call, base::c(base::readRDS("/tmp/RtmpBcneVt/call...
     (function (what, args, quote = FALSE, envir = parent.frame()) { if (!is....
     (function (targets_function, targets_arguments, options, envir = NULL, s...
     tryCatch(out &lt;- withCallingHandlers(targets::tar_callr_inner_try(targets...
@@ -595,7 +636,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     tar_assert_unique_targets(names)
     tar_throw_validate(message)
     tar_error(message = paste0(...), class = c("tar_condition_validate", "ta...
-    rlang::abort(message = message, class = class, call = tar_empty_envir)
+    rlang::abort(message = message, class = class, call = tar_envir_base)
     signal_abort(cnd, .file)</code></pre>
 </div>
 <p><strong>A major part of working with <code>targets</code> pipelines
@@ -687,9 +728,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/organization.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/organization.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/packages.html b/instructor/packages.html
index 0069e9f5..6c42b03c 100644
--- a/instructor/packages.html
+++ b/instructor/packages.html
@@ -364,7 +364,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Managing Packages</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/packages.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -481,8 +481,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.017 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This method gets around the slow-downs that may sometimes be
 experienced with Method 1.</p>
@@ -515,8 +515,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.016 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This can be more memory efficient in some cases than loading all
 packages, since not every target is always made during a typical run of
@@ -546,8 +546,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.008 seconds]
-▶ ended pipeline [0.091 seconds]</code></pre>
+● completed target adelie_data [0.009 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.098 seconds]</code></pre>
 </div>
 <p>The benefits of this approach are that the origins of all functions
 is explicit, so you could browse your code (for example, by looking at
@@ -758,9 +758,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/packages.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/packages.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/parallel.html b/instructor/parallel.html
index 37c0448c..32508439 100644
--- a/instructor/parallel.html
+++ b/instructor/parallel.html
@@ -355,7 +355,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Parallel Processing</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/parallel.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -395,7 +395,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use parallel processing</p>
 </div>
@@ -682,9 +682,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/parallel.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/parallel.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index c71ffc6c..0f5e6e0a 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -399,9 +399,9 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/profiles.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/quarto.html b/instructor/quarto.html
index 3e97dd57..8a2e44a7 100644
--- a/instructor/quarto.html
+++ b/instructor/quarto.html
@@ -367,7 +367,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reproducible Reports with Quarto</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/quarto.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -714,9 +714,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/quarto.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/quarto.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 179114f3..5f8e7efb 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -439,9 +439,9 @@ <h1>Reference</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/reference.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/reference.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index 709e8f80..62af70d2 100644
--- a/introduction.html
+++ b/introduction.html
@@ -366,7 +366,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -579,9 +579,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/introduction.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/introduction.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 211e6610..96516dcf 100644
--- a/key-points.html
+++ b/key-points.html
@@ -581,9 +581,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/key-points.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/lifecycle.html b/lifecycle.html
index 7b21d6ab..eb82dbc6 100644
--- a/lifecycle.html
+++ b/lifecycle.html
@@ -368,7 +368,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>The Workflow Lifecycle</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/lifecycle.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -423,7 +423,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.128 seconds]</code></pre>
+✔ skipped pipeline [0.238 seconds]</code></pre>
 </div>
 <p>Remember how the first time we ran the pipeline, <code>targets</code>
 printed out a list of each target as it was being built?</p>
@@ -467,8 +467,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.012 seconds]
-▶ ended pipeline [0.263 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.271 seconds]</code></pre>
 </div>
 <p>What happened?</p>
 <p>This time, it skipped <code>penguins_csv_file</code> and
@@ -494,7 +494,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</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">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -588,7 +588,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <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">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -693,7 +693,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ✔ skipped target penguins_data
-✔ skipped pipeline [0.211 seconds]</code></pre>
+✔ skipped pipeline [0.237 seconds]</code></pre>
 </div>
 <p>Let’s invalidate <code>penguins_data</code> and run it again:</p>
 <div class="codewrapper sourceCode" id="cb13">
@@ -709,8 +709,8 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <pre class="output" tabindex="0"><code>✔ skipped target penguins_csv_file
 ✔ skipped target penguins_data_raw
 ▶ dispatched target penguins_data
-● completed target penguins_data [0.013 seconds]
-▶ ended pipeline [0.238 seconds]</code></pre>
+● completed target penguins_data [0.012 seconds, 1.495 kilobytes]
+▶ ended pipeline [0.264 seconds]</code></pre>
 </div>
 <p>If you want to reset <strong>everything</strong> and start fresh, you
 can use <code>tar_invalidate(everything())</code>
@@ -812,9 +812,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/lifecycle.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/lifecycle.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/md5sum.txt b/md5sum.txt
index c01aeb48..e93c694e 100644
--- a/md5sum.txt
+++ b/md5sum.txt
@@ -1,21 +1,21 @@
 "file" "checksum" "built" "date"
-"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2024-11-19"
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-"index.md" "06bbfd5ab0e2353032361b3321342d13" "site/built/index.md" "2024-11-19"
-"links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2024-11-19"
-"episodes/introduction.Rmd" "feaacfccab344eb1fa6e702aded97924" "site/built/introduction.md" "2024-11-19"
-"episodes/basic-targets.Rmd" "90190eae899db41c64b69320e3f72365" "site/built/basic-targets.md" "2024-11-19"
-"episodes/cache.Rmd" "b487d6d792469641faec63c838541aac" "site/built/cache.md" "2024-11-19"
-"episodes/lifecycle.Rmd" "7974a62cc37ac1138647d043fe1e4a26" "site/built/lifecycle.md" "2024-11-19"
-"episodes/organization.Rmd" "74df25779b74013eeb6a8ca7b8934efe" "site/built/organization.md" "2024-11-19"
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-"instructors/instructor-notes.md" "df3784ee5c0436a9e171071f7965d3fc" "site/built/instructor-notes.md" "2024-11-19"
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-"learners/setup.md" "2c9965f182c4d73141cbf0bef2990f16" "site/built/setup.md" "2024-11-19"
-"profiles/learner-profiles.md" "44d8b9d8aca7963e6577e8c67d23eac0" "site/built/learner-profiles.md" "2024-11-19"
-"renv/profiles/lesson-requirements/renv.lock" "64450c4579ae58b8a06c50fb6aa8d6fc" "site/built/renv.lock" "2024-11-19"
+"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2024-12-13"
+"LICENSE.md" "b24ebbb41b14ca25cf6b8216dda83e5f" "site/built/LICENSE.md" "2024-12-13"
+"config.yaml" "183abc0bde40be8c6a757ac191bd2c1c" "site/built/config.yaml" "2024-12-13"
+"index.md" "06bbfd5ab0e2353032361b3321342d13" "site/built/index.md" "2024-12-13"
+"links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2024-12-13"
+"episodes/introduction.Rmd" "feaacfccab344eb1fa6e702aded97924" "site/built/introduction.md" "2024-12-13"
+"episodes/basic-targets.Rmd" "90190eae899db41c64b69320e3f72365" "site/built/basic-targets.md" "2024-12-13"
+"episodes/cache.Rmd" "b487d6d792469641faec63c838541aac" "site/built/cache.md" "2024-12-13"
+"episodes/lifecycle.Rmd" "7974a62cc37ac1138647d043fe1e4a26" "site/built/lifecycle.md" "2024-12-13"
+"episodes/organization.Rmd" "74df25779b74013eeb6a8ca7b8934efe" "site/built/organization.md" "2024-12-13"
+"episodes/packages.Rmd" "2c0eb6138ea6685a0ee279c89b381bc4" "site/built/packages.md" "2024-12-13"
+"episodes/files.Rmd" "b7f4ef83379a58d5c30d8e011e3b2c0d" "site/built/files.md" "2024-12-13"
+"episodes/branch.Rmd" "6f1187d6df3310eb042aaae3a44328dc" "site/built/branch.md" "2024-12-13"
+"episodes/parallel.Rmd" "3ec032e9a527138e70e2efb4e5a10410" "site/built/parallel.md" "2024-12-13"
+"episodes/quarto.Rmd" "76b257de72894ab24e1d1852b6149bf9" "site/built/quarto.md" "2024-12-13"
+"instructors/instructor-notes.md" "df3784ee5c0436a9e171071f7965d3fc" "site/built/instructor-notes.md" "2024-12-13"
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+"learners/setup.md" "2c9965f182c4d73141cbf0bef2990f16" "site/built/setup.md" "2024-12-13"
+"profiles/learner-profiles.md" "44d8b9d8aca7963e6577e8c67d23eac0" "site/built/learner-profiles.md" "2024-12-13"
+"renv/profiles/lesson-requirements/renv.lock" "156bb9b842e08b6f652f7119897c96b0" "site/built/renv.lock" "2024-12-13"
diff --git a/organization.html b/organization.html
index 28a9c8a6..6bafa15b 100644
--- a/organization.html
+++ b/organization.html
@@ -364,7 +364,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Best Practices for targets Project Organization</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/organization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -546,16 +546,57 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <span><span class="op">)</span></span></code></pre>
 </div>
 <div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Debugging ───────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── How to ──────────────────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error message ──────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code></code></pre>
+</div>
+<div class="codewrapper">
+<h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
+</h3>
+<pre class="output" tabindex="0"><code>── Last error traceback ────────────────────────────────────────────────────────</code></pre>
+</div>
+<div class="codewrapper">
 <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="error" tabindex="0"><code>Error:
-! Error running targets::tar_make()
-Error messages: targets::tar_meta(fields = error, complete_only = TRUE)
-Debugging guide: https://books.ropensci.org/targets/debugging.html
-How to ask for help: https://books.ropensci.org/targets/help.html
-Last error message:
+! targets::tar_make() error
+    • tar_errored()
+    • tar_meta(fields = any_of("error"), complete_only = TRUE)
+    • tar_workspace()
+    • tar_workspaces()
+    • Debug: https://books.ropensci.org/targets/debugging.html
+    • Help: https://books.ropensci.org/targets/help.html
     duplicated target names: height
-Last error traceback:
     base::tryCatch(base::withCallingHandlers({ NULL base::saveRDS(base::do.c...
     tryCatchList(expr, classes, parentenv, handlers)
     tryCatchOne(tryCatchList(expr, names[-nh], parentenv, handlers[-nh]), na...
@@ -565,7 +606,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     doTryCatch(return(expr), name, parentenv, handler)
     base::withCallingHandlers({ NULL base::saveRDS(base::do.call(base::do.ca...
     base::saveRDS(base::do.call(base::do.call, base::c(base::readRDS("/tmp/R...
-    base::do.call(base::do.call, base::c(base::readRDS("/tmp/Rtmp1SI1S8/call...
+    base::do.call(base::do.call, base::c(base::readRDS("/tmp/RtmpBcneVt/call...
     (function (what, args, quote = FALSE, envir = parent.frame()) { if (!is....
     (function (targets_function, targets_arguments, options, envir = NULL, s...
     tryCatch(out &lt;- withCallingHandlers(targets::tar_callr_inner_try(targets...
@@ -581,7 +622,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
     tar_assert_unique_targets(names)
     tar_throw_validate(message)
     tar_error(message = paste0(...), class = c("tar_condition_validate", "ta...
-    rlang::abort(message = message, class = class, call = tar_empty_envir)
+    rlang::abort(message = message, class = class, call = tar_envir_base)
     signal_abort(cnd, .file)</code></pre>
 </div>
 <p><strong>A major part of working with <code>targets</code> pipelines
@@ -673,9 +714,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/organization.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/organization.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/packages.html b/packages.html
index d80eab0a..afec9cf9 100644
--- a/packages.html
+++ b/packages.html
@@ -364,7 +364,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Managing Packages</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/packages.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -467,8 +467,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.017 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This method gets around the slow-downs that may sometimes be
 experienced with Method 1.</p>
@@ -501,8 +501,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.017 seconds]
-▶ ended pipeline [0.099 seconds]</code></pre>
+● completed target adelie_data [0.016 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.106 seconds]</code></pre>
 </div>
 <p>This can be more memory efficient in some cases than loading all
 packages, since not every target is always made during a typical run of
@@ -532,8 +532,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>▶ dispatched target adelie_data
-● completed target adelie_data [0.008 seconds]
-▶ ended pipeline [0.091 seconds]</code></pre>
+● completed target adelie_data [0.009 seconds, 1.544 kilobytes]
+▶ ended pipeline [0.098 seconds]</code></pre>
 </div>
 <p>The benefits of this approach are that the origins of all functions
 is explicit, so you could browse your code (for example, by looking at
@@ -744,9 +744,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/packages.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/packages.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/parallel.html b/parallel.html
index b7098db0..711d74b8 100644
--- a/parallel.html
+++ b/parallel.html
@@ -355,7 +355,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Parallel Processing</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/parallel.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -669,9 +669,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/parallel.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/parallel.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index c741e451..d96f687c 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-12-03T01:56Z
+last_built: 2024-12-13T05:18Z
diff --git a/profiles.html b/profiles.html
index e8e8190c..7ee1d7ab 100644
--- a/profiles.html
+++ b/profiles.html
@@ -399,9 +399,9 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/profiles.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-12-03",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/quarto.html b/quarto.html
index 8e38d68e..91e9ae8b 100644
--- a/quarto.html
+++ b/quarto.html
@@ -367,7 +367,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reproducible Reports with Quarto</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/episodes/quarto.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -701,9 +701,9 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/quarto.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/quarto.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 4d0de169..b9399956 100644
--- a/reference.html
+++ b/reference.html
@@ -351,7 +351,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-11-19 |
+        <p>Last updated on 2024-12-13 |
 
         <a href="https://github.com/carpentries-incubator/targets-workshop/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -437,9 +437,9 @@ <h1>Reference</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/targets-workshop/reference.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/reference.html",
-  "dateCreated": "2024-12-02",
-  "dateModified": "2024-11-19",
-  "datePublished": "2024-12-03"
+  "dateCreated": "2024-12-13",
+  "dateModified": "2024-12-13",
+  "datePublished": "2024-12-13"
 }
 
   </script><script>