diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index c21812da6..732a89e58 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -10,7 +10,7 @@ on:
 jobs:
   Linux:
     name: Test on Linux
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     strategy:
       matrix:
         node: [10, 12, 14, 16, 18, 20]
@@ -18,6 +18,7 @@ jobs:
       - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
       - uses: actions/checkout@v3
       - name: Install Dependencies
         run: |
@@ -30,7 +31,7 @@ jobs:
 
   Windows:
     name: Test on Windows
-    runs-on: windows-2019
+    runs-on: windows-2022
     strategy:
       matrix:
         node: [10, 12, 14, 16, 18, 20]
@@ -38,12 +39,14 @@ jobs:
       - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
       - uses: actions/checkout@v3
       - name: Install Dependencies
         run: |
+          [Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
           Invoke-WebRequest "https://ftp-osl.osuosl.org/pub/gnome/binaries/win64/gtk+/2.22/gtk+-bundle_2.22.1-20101229_win64.zip" -OutFile "gtk.zip"
           Expand-Archive gtk.zip -DestinationPath "C:\GTK"
-          Invoke-WebRequest "https://downloads.sourceforge.net/project/libjpeg-turbo/2.0.4/libjpeg-turbo-2.0.4-vc64.exe" -OutFile "libjpeg.exe" -UserAgent NativeHost
+          Invoke-WebRequest "https://downloads.sourceforge.net/project/libjpeg-turbo/2.1.5.1/libjpeg-turbo-2.1.5.1-vc64.exe" -OutFile "libjpeg.exe" -UserAgent NativeHost
           .\libjpeg.exe /S
           npm install -g node-gyp@8
           npm prefix -g | % {npm config set node_gyp "$_\node_modules\node-gyp\bin\node-gyp.js"}
@@ -54,7 +57,7 @@ jobs:
 
   macOS:
     name: Test on macOS
-    runs-on: macos-latest
+    runs-on: macos-12
     strategy:
       matrix:
         node: [10, 12, 14, 16, 18, 20]
@@ -62,6 +65,7 @@ jobs:
       - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
       - uses: actions/checkout@v3
       - name: Install Dependencies
         run: |
@@ -75,11 +79,12 @@ jobs:
 
   Lint:
     name: Lint
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     steps:
       - uses: actions/setup-node@v3
         with:
-          node-version: 14
+          node-version: 18
+          check-latest: true
       - uses: actions/checkout@v3
       - name: Install
         run: npm install --ignore-scripts
diff --git a/.github/workflows/prebuild.yaml b/.github/workflows/prebuild.yaml
index 784069e06..fa72e946f 100644
--- a/.github/workflows/prebuild.yaml
+++ b/.github/workflows/prebuild.yaml
@@ -26,20 +26,21 @@ jobs:
       matrix:
         node: [8, 9, 10, 11, 12, 13, 14, 16, 18, 20]
         canvas_tag: [] # e.g. "v2.6.1"
-    name: ${{ matrix.canvas_tag}}, Node.js ${{ matrix.node }}, Linux
-    runs-on: ubuntu-latest
+    name: ${{ matrix.canvas_tag }}, Node.js ${{ matrix.node }}, Linux
+    runs-on: ubuntu-22.04
     container:
       image: chearon/canvas-prebuilt:7
     env:
       CANVAS_VERSION_TO_BUILD: ${{ matrix.canvas_tag }}
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
         with:
           ref: ${{ matrix.canvas_tag }}
 
-      - uses: actions/setup-node@v1
+      - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
 
       - name: Build
         run: |
@@ -65,7 +66,7 @@ jobs:
         run: . prebuild/tarball.sh
 
       - name: Upload
-        uses: actions/github-script@0.9.0
+        uses: actions/github-script@v6
         with:
           script: |
             const fs = require("fs");
@@ -99,18 +100,19 @@ jobs:
       matrix:
         node: [8, 9, 10, 11, 12, 13, 14, 16, 18, 20]
         canvas_tag: [] # e.g. "v2.6.1"
-    name: ${{ matrix.canvas_tag}}, Node.js ${{ matrix.node }}, macOS
-    runs-on: macos-latest
+    name: ${{ matrix.canvas_tag }}, Node.js ${{ matrix.node }}, macOS
+    runs-on: macos-12
     env:
       CANVAS_VERSION_TO_BUILD: ${{ matrix.canvas_tag }}
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
         with:
           ref: ${{ matrix.canvas_tag }}
 
-      - uses: actions/setup-node@v1
+      - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
 
       - name: Build
         run: |
@@ -131,7 +133,7 @@ jobs:
         run: . prebuild/tarball.sh
 
       - name: Upload
-        uses: actions/github-script@0.9.0
+        uses: actions/github-script@v6
         with:
           script: |
             const fs = require("fs");
@@ -165,22 +167,17 @@ jobs:
       matrix:
         node: [8, 9, 10, 11, 12, 13, 14, 16, 18, 20]
         canvas_tag: [] # e.g. "v2.6.1"
-    name: ${{ matrix.canvas_tag}}, Node.js ${{ matrix.node }}, Windows
-    runs-on: windows-latest
+    name: ${{ matrix.canvas_tag }}, Node.js ${{ matrix.node }}, Windows
+    runs-on: windows-2022
     env:
       CANVAS_VERSION_TO_BUILD: ${{ matrix.canvas_tag }}
     steps:
-      # TODO drop when https://github.com/actions/virtual-environments/pull/632 lands
-      - uses: numworks/setup-msys2@v1
-        with:
-          update: true
-          path-type: inherit
-
-      - uses: actions/setup-node@v1
+      - uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node }}
+          check-latest: true
 
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
         with:
           ref: ${{ matrix.canvas_tag }}
 
@@ -203,10 +200,10 @@ jobs:
       - name: Make asset
         id: make_bundle
         # I can't figure out why this isn't an env var already. It shows up with `env`.
-        run: msys2do UPLOAD_TO=${{ env.UPLOAD_TO }} CANVAS_VERSION_TO_BUILD=${{ env.CANVAS_VERSION_TO_BUILD}} . prebuild/tarball.sh
+        run: msys2do UPLOAD_TO=${{ env.UPLOAD_TO }} CANVAS_VERSION_TO_BUILD=${{ env.CANVAS_VERSION_TO_BUILD }} . prebuild/tarball.sh
 
       - name: Upload
-        uses: actions/github-script@0.9.0
+        uses: actions/github-script@v6
         with:
           script: |
             const fs = require("fs");
diff --git a/CHANGELOG.md b/CHANGELOG.md
index e0768f8c3..ad66c7cb1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,11 +9,17 @@ project adheres to [Semantic Versioning](http://semver.org/).
 ==================
 ### Changed
 * Defer the initialization of the `op` variable to the `default` switch case to avoid a compiler warning. (#2229)
-* Use a `default` switch case with a null statement if some enum values aren't suppsed to be handled, this avoids a compiler warning. (#2229)
+* Use a `default` switch case with a null statement if some enum values aren't supposed to be handled, this avoids a compiler warning. (#2229)
 * Migrate from librsvg's deprecated `rsvg_handle_get_dimensions()` and `rsvg_handle_render_cairo()` functions to the new `rsvg_handle_get_intrinsic_size_in_pixels()` and `rsvg_handle_render_document()` respectively. (#2229)
 * Avoid calling virtual methods in constructors/destructors to avoid bypassing virtual dispatch. (#2229)
 * Remove unused private field `backend` in the `Backend` class. (#2229)
 * Add Node.js v20 to CI. (#2237)
+* Update actions in the GitHub Actions workflows to their latest versions. (#2231)
+* Pin the platform versions in the GitHub Actions workflows. (#2231)
+* Use the latest Windows runner image in the GitHub Actions workflows. (#2231)
+* Remove action to setup MSYS2 on Windows as it's done by default now. (#2231)
+* Set the `check-latest` field of the `actions/setup-node` action to use the latest specified Node.js version instead of the cached ones. (#2231)
+* Update the libjpeg-turbo version in the Windows GitHub Actions CI test. (#2231)
 ### Added
 * Added string tags to support class detection
 ### Fixed