diff --git a/examples/ansible/gitlab.runner.customize-config/README.md b/examples/ansible/gitlab.runner.customize-config/README.md
new file mode 100644
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+++ b/examples/ansible/gitlab.runner.customize-config/README.md
@@ -0,0 +1,43 @@
+# Customize the given configuration of Gitlab runners
+
+## Requirements
+
+- Matt Martz (_sivel_)'s [`toiletwater`][toiletwater] Ansible collection.</br>
+  Needed to have access to filters like `to_toml`.
+
+  ```sh
+  ansible-galaxy collection install 'sivel.toiletwater'
+  ```
+
+- Python's 'toml' library</br>
+  Needed to read from and write to TOML files.
+
+  ```sh
+  pip install --user 'toml'
+  brew install 'python-toml'
+  ```
+
+## Output
+
+See the [desired result][desired.toml] and the effective [output][output.toml].
+
+Not perfect, but still good enough.
+
+## Further readings
+
+- [Runners' configuration values]
+
+<!--
+  References
+  -->
+
+<!-- Knowledge base -->
+<!-- Files -->
+[desired.toml]: desired.toml
+[output.toml]: output.toml
+
+<!-- Upstream -->
+[runners' configuration values]: https://docs.gitlab.com/runner/configuration/advanced-configuration.html
+[toiletwater]: https://galaxy.ansible.com/ui/repo/published/sivel/toiletwater/
+
+<!-- Others -->
diff --git a/examples/ansible/gitlab.runner.customize-config/desired.toml b/examples/ansible/gitlab.runner.customize-config/desired.toml
new file mode 100644
index 0000000..f5c4e6b
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+++ b/examples/ansible/gitlab.runner.customize-config/desired.toml
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+concurrent = 10
+listen_address = "0.0.0.0:9090"
+
+[[runners]]
+  name = "gitlab-runner-1"
+  url = "https://example.com"
+  token = "x"
+  executor = "docker-machine"
+  limit = 10
+
+  [runners.custom_build_dir]
+  [runners.cache]
+    [runners.cache.s3]
+    [runners.cache.gcs]
+
+  [runners.machine]
+    IdleCount = 1
+    IdleCountMin = 0
+    IdleTime = 60
+    MachineDriver = "amazonec2"
+    MachineName = "gitlab-runner-%s"
+    MachineOptions = [
+      "amazonec2-iam-instance-profile=GitlabRunnerRole",
+      "amazonec2-instance-type=m7g.medium",
+      "amazonec2-vpc-id=vpc-01234567890abcdef",
+      "amazonec2-subnet-id=subnet-01234567890abcdef",
+      "amazonec2-tags=Application,gitlab_runner",
+      "amazonec2-use-private-address=true",
+      "amazonec2-private-address-only=true"
+    ]
+    MaxBuilds = 150
+    MaxGrowthRate = 2
diff --git a/examples/ansible/gitlab.runner.customize-config/initial.toml b/examples/ansible/gitlab.runner.customize-config/initial.toml
new file mode 100644
index 0000000..7ce48fb
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+++ b/examples/ansible/gitlab.runner.customize-config/initial.toml
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+[[runners]]
+  name = "gitlab-runner-1"
+  url = "https://example.com"
+  token = "x"
+  executor = "docker-machine"
+  [runners.custom_build_dir]
+  [runners.cache]
+    [runners.cache.s3]
+    [runners.cache.gcs]
diff --git a/examples/ansible/gitlab.runner.customize-config/output.toml b/examples/ansible/gitlab.runner.customize-config/output.toml
new file mode 100644
index 0000000..5d51ec2
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+++ b/examples/ansible/gitlab.runner.customize-config/output.toml
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+concurrent = 10
+listen_address = "0.0.0.0:9090"
+[[runners]]
+name = "gitlab-runner-1"
+url = "https://example.com"
+token = "x"
+executor = "docker-machine"
+limit = 10
+
+[runners.machine]
+IdleCount = 1
+IdleCountMin = 0
+IdleTime = 60
+MachineDriver = "amazonec2"
+MachineName = "gitlab-runner-%s"
+MachineOptions = [ "amazonec2-iam-instance-profile=GitlabRunnerRole", "amazonec2-instance-type=m7g.medium", "amazonec2-vpc-id=vpc-01234567890abcdef", "amazonec2-subnet-id=subnet-01234567890abcdef", "amazonec2-tags=Application,gitlab_runner", "amazonec2-use-private-address=true", "amazonec2-private-address-only=true",]
+MaxBuilds = 150
+MaxGrowthRate = 2
diff --git a/examples/ansible/gitlab.runner.customize-config/playbook.yml b/examples/ansible/gitlab.runner.customize-config/playbook.yml
new file mode 100644
index 0000000..50d885f
--- /dev/null
+++ b/examples/ansible/gitlab.runner.customize-config/playbook.yml
@@ -0,0 +1,65 @@
+---
+- name: Customize the given configuration of Gitlab runners
+  hosts: all
+  vars:
+    config_base: >
+      {{
+        lookup('ansible.builtin.file', 'initial.example.toml')
+        | sivel.toiletwater.from_toml
+      }}
+    config_overrides:
+      concurrent: 10
+      listen_address: '0.0.0.0:9090'
+      runners:
+        - name: gitlab-runner-1
+          limit: 10
+          machine:
+            IdleCount: 1
+            IdleCountMin: 0
+            IdleTime: 60
+            MachineDriver: amazonec2
+            MachineName: gitlab-runner-%s
+            MachineOptions:
+              # See https://gitlab.com/gitlab-org/ci-cd/docker-machine/-/blob/main/docs/drivers/aws.md.
+              - 'amazonec2-iam-instance-profile=GitlabRunnerRole'
+              - 'amazonec2-instance-type=m7g.medium'
+              - 'amazonec2-vpc-id=vpc-01234567890abcdef'
+              - 'amazonec2-subnet-id=subnet-01234567890abcdef'
+              - 'amazonec2-tags=Application,gitlab_runner'
+              - 'amazonec2-use-private-address=true'
+              - 'amazonec2-private-address-only=true'
+            MaxBuilds: 150
+            MaxGrowthRate: 2
+    config_final:
+      # There is no filter to automagically merge the objects in the 'runners'
+      # list. This updates the base with the overrides at top level only,
+      # (notice 'recursive=false'), then updates the result's list with a merged
+      # version of it.
+      # Merging lists requires an attribute to merge the correct element. Using
+      # the 'name' attribute for this.
+      >
+      {{
+        config_base
+        | ansible.builtin.combine(
+          config_overrides,
+          {
+            "runners": (
+              config_base.runners
+              | community.general.lists_mergeby(
+                  config_overrides.runners,
+                  'name'
+                )
+            )
+          },
+          recursive=false
+        )
+      }}
+  tasks:
+    - name: Show changes
+      ansible.builtin.debug:
+        var: item
+      with_items:
+        - "{{ config_base }}"
+        - "{{ config_overrides }}"
+        - "{{ config_final }}"
+        - "{{ config_final | sivel.toiletwater.to_toml }}"