diff --git a/.editorconfig b/.editorconfig
index 4a22149..4be0557 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -6,11 +6,12 @@ root = true
 [*]
 charset = utf-8
 indent_style = space
-indent_size = 4
+indent_size = 2
 end_of_line = lf
 insert_final_newline = true
 trim_trailing_whitespace = true
-max_line_length = 72
 
-[*.{yaml,yml}]
-indent_size = 2
+# Have a bit shorter line length for text docs
+[*.{txt,md,qmd}]
+max_line_length = 72
+indent_size = 4
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index d753ee4..6f89206 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -1,16 +1,16 @@
 {
-  // See https://go.microsoft.com/fwlink/?LinkId=827846 to learn about workspace recommendations.
-  // Extension identifier format: ${publisher}.${name}. Example: vscode.csharp
-  // List of extensions which should be recommended for users of this workspace.
   "recommendations": [
-    "jebbs.plantuml",
+    "eamodio.gitlens",
+    "github.vscode-github-actions",
+    "redhat.vscode-yaml",
     "donjayamanne.githistory",
     "felipecaputo.git-project-manager",
     "GitHub.vscode-pull-request-github",
-    "quarto.quarto",
-    "streetsidesoftware.code-spell-checker",
     "vivaxy.vscode-conventional-commits",
-    "pshaddel.conventional-branch"
+    "quarto.quarto",
+    "pshaddel.conventional-branch",
+    "EditorConfig.EditorConfig",
+    "tekumara.typos-vscode",
   ],
   // List of extensions recommended by VS Code that should not be recommended for users of this workspace.
   "unwantedRecommendations": []
diff --git a/.vscode/json.code-snippets b/.vscode/json.code-snippets
index 6cfd8a1..1f48a0f 100644
--- a/.vscode/json.code-snippets
+++ b/.vscode/json.code-snippets
@@ -1,13 +1,13 @@
 {
-  // Place your snippets for Quarto here. 
-  // Each snippet is defined under a snippet name and has a prefix, body and description. 
-  // The prefix is what is used to trigger the snippet and the body will be expanded and inserted. 
+  // Place your snippets for Quarto here.
+  // Each snippet is defined under a snippet name and has a prefix, body and description.
+  // The prefix is what is used to trigger the snippet and the body will be expanded and inserted.
   // Possible variables are:
   //
-  // - $1 and $2 for tab stops, 
-  // - $0 for the final cursor position, and 
+  // - $1 and $2 for tab stops,
+  // - $0 for the final cursor position, and
   // - ${1:label}, ${2:another} for placeholders
-  // 
+  //
   // Placeholders with the same ids are connected.
   //
   // How to use the code snippets:
@@ -31,21 +31,6 @@
     ],
     "description": "Insert bash formatted text"
   },
-  "Insert YAML header for blogs": {
-    "scope": "quarto,markdown",
-    "prefix": "post_yaml",
-    "body": [
-      "---",
-      "title: \"\"",
-      "description: \"Our reasons for ...\"",
-      "author: \"\"",
-      "date: last-modified",
-      "categories:",
-      "  ${0:Type 'category_keywords' to insert categories}",
-      "---"
-    ],
-    "description": "Insert YAML header for Quarto blog posts."
-  },
   "Insert a hidden comment section": {
     "scope": "quarto,markdown",
     "prefix": "hidden",
@@ -76,14 +61,6 @@
     ],
     "description": "Insert a 3 col table"
   },
-  "Insert video": {
-    "scope": "quarto,markdown",
-    "prefix": "video",
-    "body": [
-      "{{< video ${0:Insert link here} >}}"
-    ],
-    "description": "Insert video that will be shown"
-  },
   "Insert paneltab": {
     "scope": "quarto,markdown",
     "prefix": "paneltab",
@@ -99,39 +76,5 @@
       ":::"
     ],
     "description": "Insert paneltab (including two tabs here). If you want additional tabs, just include more headers."
-  },
-  // All our category words are included in this code snippet
-  // The idea is that we can insert this section and then delete the words we aren't interested in
-  // If words are missing then they can be added to the document, and then also added to the code snippet
-  // Much the same way that words can be added to the spell-check extension.
-  "Insert list of category words": {
-    "scope": "quarto,markdown,yaml",
-    "prefix": "decision_categories",
-    "body": [
-      "- backend",
-      "- code snippets",
-      "- communicate",
-      "- container",
-      "- contribute",
-      "- collaborate",
-      "- database",
-      "- deploy",
-      "- dependencies",
-      "- develop",
-      "- document",
-      "- front end",
-      "- framework",
-      "- git",
-      "- install",
-      "- license",
-      "- manage",
-      "- organize",
-      "- standardise",
-      "- style",
-      "- web",
-      "- workflow",
-      "- write"
-    ],
-    "description": "Insert list of category words"
   }
 }
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 599fea3..fe29dae 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,27 +1,26 @@
 {
-    "files.autoSave": "onFocusChange",
-    "editor.wordWrap": "on",
+  "files.autoSave": "onFocusChange",
+  "editor.wordWrap": "off",
+  "editor.formatOnSave": true,
+  "git.autofetch": false,
+  "quarto.visualEditor.markdownWrap": "column",
+  "quarto.visualEditor.markdownWrapColumn": 72,
+  "editor.tabCompletion": "on",
+  "editor.snippetSuggestions": "inline",
+  "conventional-branch.type": [
+    "build", // Changes that affect the build system or external dependencies
+    "ci", // Changes to our CI configuration files and scripts
+    "docs", // Documentation only changes
+    "feat", // A new feature
+    "fix", // A bug fix
+    "refactor", // A code change that neither fixes a bug nor adds a feature
+    "style", // Changes that do not affect the meaning of the code (white-space, formatting, missing semi-colons, etc)
+    "test", // Adding missing tests or correcting existing tests
+    "chore", // Misc things, like renaming or deleting files
+  ],
+  "conventional-branch.format": "{Type}/{Branch}",
+  "files.insertFinalNewline": true,
+  "[quarto,markdown]": {
     "editor.formatOnSave": false,
-    "git.autofetch": false,
-    "quarto.visualEditor.markdownWrap": "column",
-    "quarto.visualEditor.markdownWrapColumn": 72,
-    "editor.tabCompletion": "on",
-    "editor.snippetSuggestions": "inline",
-    "conventional-branch.type": [
-        "build", // Changes that affect the build system or external dependencies
-        "ci", // Changes to our CI configuration files and scripts
-        "docs", // Documentation only changes
-        "feat", // A new feature
-        "fix", // A bug fix
-        "refactor", // A code change that neither fixes a bug nor adds a feature
-        "style", // Changes that do not affect the meaning of the code (white-space, formatting, missing semi-colons, etc)
-        "test", // Adding missing tests or correcting existing tests
-        "chore", // Misc things, like renaming or deleting files
-    ],
-    "conventional-branch.format": "{Type}/{Branch}",
-    "files.insertFinalNewline": true,
-    "cSpell.enabledFileTypes": {
-        "quarto": true
-    },
-    "cSpell.language": "en,en-GB",
+  },
 }
diff --git a/justfile b/justfile
index c0f7c1d..cb615e0 100644
--- a/justfile
+++ b/justfile
@@ -1,13 +1,38 @@
 @_default:
     just --list --unsorted
 
-# Run all recipes
-run-all: build-website
+# Run all necessary build commands.
+run-all: check-spelling check-commits build-website build-readme
 
-# Generate PNG images from PlantUML files
-generate-puml:
-  docker run --rm -v $(pwd):/puml -w /puml ghcr.io/plantuml/plantuml:latest -tsvg "**/*.puml"
+# Install the pre-commit hooks
+install-precommit:
+  # Install pre-commit hooks
+  uvx pre-commit install
+  # Run pre-commit hooks on all files
+  uvx pre-commit run --all-files
+  # Update versions of pre-commit hooks
+  uvx pre-commit autoupdate
+
+# Check spelling
+check-spelling:
+  uvx typos
+
+# Run checks on all commits made on the current branch up to the main branch
+check-commits:
+  #!/bin/zsh
+  branch_name=$(git rev-parse --abbrev-ref HEAD)
+  number_of_commits=$(git rev-list --count HEAD ^main)
+  if [[ ${branch_name} != "main" && ${number_of_commits} -gt 0 ]]
+  then
+    uvx --from commitizen cz check --rev-range main..HEAD
+  else
+    echo "Can't either be on ${branch_name} or have more than ${number_of_commits}."
+  fi
 
 # Build the website using Quarto
 build-website:
   quarto render
+
+# Re-build the README file
+build-readme:
+  quarto render README.qmd --to gfm