diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 02d7107e..aeb05b57 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,23 +1,50 @@
 name: Tests
 
+permissions:
+  # Read the baseline artifact in order to perform
+  # the AppMap comparison.
+  actions: read
+
+  # Commit the AppMap configuration.
+  # If the EndBug/add-and-commit is removed,
+  # this can be changed to 'read'.
+  contents: write
+
+  # Add check annotations to the source code when
+  # a problem is detected.
+  checks: write
+
+  # Add a comment to the pull request.
+  pull-requests: write
+
 on:
+  # Run on pull request, so that the PR can be analyzed.
   pull_request:
     branches:
       - '*'
+
+  # Run on merge to the base branch, so that the baseline
+  # AppMap archive can be brought up-to-date.
+  # If your base branch is not 'main', (e.g. 'master', 'develop'),
+  # change this accordingly.
   push:
     branches:
       - main
 
+  # Run weekly, so that the baseline AppMap artifact does not expire.
+  schedule:
+    - cron: '0 0 * * 0'
+
 jobs:
   ruby_test:
     name: Ruby Test Action
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        ruby-version: ['3.0', '3.1', '3.2', '3.3']
+        ruby-version: ['3.0', '3.1', '3.2']
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
       - name: Set up Ruby ${{ matrix.ruby-version }}
         uses: ruby/setup-ruby@v1
@@ -42,3 +69,20 @@ jobs:
 
       - name: Run Tests
         run: bundle exec rails test:all
+
+      - name: Save AppMaps
+        uses: actions/cache/save@v3
+        if: always()
+        with:
+          path: ./tmp/appmap
+          key: appmaps-${{ github.sha }}-${{ github.run_attempt }}
+
+  appmap-analysis:
+    if: always()
+    needs: [ruby_test]
+    uses: getappmap/analyze-action/.github/workflows/appmap-analysis.yml@v1
+    permissions:
+      actions: read
+      contents: read
+      checks: write
+      pull-requests: write
diff --git a/.gitignore b/.gitignore
index 66dba7aa..0003e0b0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -20,3 +20,10 @@
 Gemfile.lock
 test/dummy/app/javascript/@turbo-boost
 test/dummy/log/*.log*
+
+
+# AppMap artifacts
+/.appmap
+
+# Vendored Ruby gems
+/vendor
\ No newline at end of file
diff --git a/Gemfile b/Gemfile
index 5ff335e4..328d4943 100644
--- a/Gemfile
+++ b/Gemfile
@@ -6,4 +6,6 @@ git_source(:github) { |repo| "https://github.com/#{repo}.git" }
 # Specify your gem's dependencies in turbo_boost-commands.gemspec.
 gemspec
 
+gem "appmap", groups: [:development, :test]
+
 gem "dockerfile-rails", ">= 1.3", group: :development
diff --git a/appmap.yml b/appmap.yml
new file mode 100644
index 00000000..6ce603dc
--- /dev/null
+++ b/appmap.yml
@@ -0,0 +1,6 @@
+name: turbo_boost-commands
+packages:
+  - path: app
+  - path: lib
+language: ruby
+appmap_dir: tmp/appmap
diff --git a/package-lock.json b/package-lock.json
index 326257bd..c3e35a8d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -404,25 +404,6 @@
         "node": ">=12"
       }
     },
-    "node_modules/@hotwired/turbo": {
-      "version": "8.0.3",
-      "resolved": "https://registry.npmjs.org/@hotwired/turbo/-/turbo-8.0.3.tgz",
-      "integrity": "sha512-qLgp7d6JaegKjMToTJahosrFxV3odfSbiekispQ3soOzE5jnU+iEMWlRvYRe/jvy5Q+JWoywtf9j3RD4ikVjIg==",
-      "peer": true,
-      "engines": {
-        "node": ">= 14"
-      }
-    },
-    "node_modules/@hotwired/turbo-rails": {
-      "version": "8.0.3",
-      "resolved": "https://registry.npmjs.org/@hotwired/turbo-rails/-/turbo-rails-8.0.3.tgz",
-      "integrity": "sha512-n5B9HdFsNiGJfXFAriCArmvFZyznIh/OriB5ZVAWz4Fsi4oLkpgmJNw5pibBAM7NMQQGN6cfKa/nhZT4LWcqbQ==",
-      "peer": true,
-      "dependencies": {
-        "@hotwired/turbo": "^8.0.3",
-        "@rails/actioncable": "^7.0"
-      }
-    },
     "node_modules/@isaacs/cliui": {
       "version": "8.0.2",
       "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
@@ -543,12 +524,6 @@
         "url": "https://opencollective.com/popperjs"
       }
     },
-    "node_modules/@rails/actioncable": {
-      "version": "7.1.3",
-      "resolved": "https://registry.npmjs.org/@rails/actioncable/-/actioncable-7.1.3.tgz",
-      "integrity": "sha512-ojNvnoZtPN0pYvVFtlO7dyEN9Oml1B6IDM+whGKVak69MMYW99lC2NOWXWeE3bmwEydbP/nn6ERcpfjHVjYQjA==",
-      "peer": true
-    },
     "node_modules/@tailwindcss/aspect-ratio": {
       "version": "0.4.2",
       "resolved": "https://registry.npmjs.org/@tailwindcss/aspect-ratio/-/aspect-ratio-0.4.2.tgz",
@@ -585,18 +560,6 @@
         "tailwindcss": ">=3.0.0 || insiders"
       }
     },
-    "node_modules/@turbo-boost/streams": {
-      "version": "0.1.11",
-      "resolved": "https://registry.npmjs.org/@turbo-boost/streams/-/streams-0.1.11.tgz",
-      "integrity": "sha512-HNVL9dEYPzq7fitDEG0aB+ArHUn8e15GrOmZCiAxMCnFuxOOVepN/A+6+To8ZcpuaW8Mj3ks8f3SUha0O78BGw==",
-      "peer": true,
-      "dependencies": {
-        "idiomorph": "git+https://github.com/bigskysoftware/idiomorph.git"
-      },
-      "peerDependencies": {
-        "@hotwired/turbo-rails": ">= 7.2.0"
-      }
-    },
     "node_modules/ansi-regex": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.0.1.tgz",
@@ -986,12 +949,6 @@
         "node": ">= 0.4"
       }
     },
-    "node_modules/idiomorph": {
-      "version": "0.3.0",
-      "resolved": "git+ssh://git@github.com/bigskysoftware/idiomorph.git#8e40c42cc573609eb6863e72fa3403574974dd7d",
-      "license": "BSD 2-Clause",
-      "peer": true
-    },
     "node_modules/is-binary-path": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/is-binary-path/-/is-binary-path-2.1.0.tgz",
diff --git a/test/dummy/appmap.yml b/test/dummy/appmap.yml
new file mode 100644
index 00000000..6391fb91
--- /dev/null
+++ b/test/dummy/appmap.yml
@@ -0,0 +1,8 @@
+---
+name: dummy
+language: ruby
+appmap_dir: tmp/appmap
+packages:
+- path: app
+- path: lib
+exclude: []