diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 06986691..fd29ede0 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,22 @@ lowlydba.sqlserver Release Notes
 
 .. contents:: Topics
 
+v3.1.0
+======
+
+Minor Changes
+-------------
+
+- Add a Pester unit test suite under ``tests/unit/plugins/module_utils/`` covering the ``module_utils`` helpers (``Get-LowlyDbaSqlServerAuthSpec``, ``Get-SqlCredential``, ``ConvertTo-SerializableObject``), and wire it into CI as a standalone job since ``ansible-test units`` only supports Python (https://github.com/lowlydba/lowlydba.sqlserver/issues/382).
+- Add check-mode assertions for the ``backup`` and ``restore`` integration test targets, add idempotency assertions for the ``availability_group`` and ``ag_replica`` targets, and exercise a non-default ``deployment_method`` in the ``install_script`` targets (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+- Standardize module documentation examples and correct invalid parameters, missing required options, and incorrect module references (https://github.com/lowlydba/lowlydba.sqlserver/pull/399).
+
+Bugfixes
+--------
+
+- availability_group - Fix ``changed`` being incorrectly reported as ``true`` on an unchanged AG. ``Get-DbaAvailabilityGroup``'s SMO object never populates ``FailureConditionLevel``/``HealthCheckTimeout`` (they read back as unset defaults), and ``sys.availability_groups`` is a cache of the WSFC cluster resource's copy, so it's empty for AGs with ``cluster_type`` set to ``None``. Since neither source can be trusted, both properties are now excluded from the idempotency diff; they're still applied via ``Set-DbaAvailabilityGroup`` whenever another property change triggers an update (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+- backup, restore - Fix ``changed`` being reported as ``false`` in ``check_mode``, since ``Backup-DbaDatabase``/``Restore-DbaDatabase`` return no output under ``-WhatIf`` (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+
 v3.0.0
 ======
 
diff --git a/changelogs/changelog.yaml b/changelogs/changelog.yaml
index f82ebde6..02ec7ec9 100644
--- a/changelogs/changelog.yaml
+++ b/changelogs/changelog.yaml
@@ -738,3 +738,33 @@ releases:
     - ci-integration-timeouts.yml
     - release-summary.yml
     release_date: '2026-09-04'
+  3.1.0:
+    changes:
+      bugfixes:
+      - availability_group - Fix ``changed`` being incorrectly reported as ``true``
+        on an unchanged AG. ``Get-DbaAvailabilityGroup``'s SMO object never populates
+        ``FailureConditionLevel``/``HealthCheckTimeout`` (they read back as unset
+        defaults), and ``sys.availability_groups`` is a cache of the WSFC cluster
+        resource's copy, so it's empty for AGs with ``cluster_type`` set to ``None``.
+        Since neither source can be trusted, both properties are now excluded from
+        the idempotency diff; they're still applied via ``Set-DbaAvailabilityGroup``
+        whenever another property change triggers an update (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+      - backup, restore - Fix ``changed`` being reported as ``false`` in ``check_mode``,
+        since ``Backup-DbaDatabase``/``Restore-DbaDatabase`` return no output under
+        ``-WhatIf`` (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+      minor_changes:
+      - Add a Pester unit test suite under ``tests/unit/plugins/module_utils/`` covering
+        the ``module_utils`` helpers (``Get-LowlyDbaSqlServerAuthSpec``, ``Get-SqlCredential``,
+        ``ConvertTo-SerializableObject``), and wire it into CI as a standalone job
+        since ``ansible-test units`` only supports Python (https://github.com/lowlydba/lowlydba.sqlserver/issues/382).
+      - Add check-mode assertions for the ``backup`` and ``restore`` integration test
+        targets, add idempotency assertions for the ``availability_group`` and ``ag_replica``
+        targets, and exercise a non-default ``deployment_method`` in the ``install_script``
+        targets (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
+      - Standardize module documentation examples and correct invalid parameters,
+        missing required options, and incorrect module references (https://github.com/lowlydba/lowlydba.sqlserver/pull/399).
+    fragments:
+    - 381-integration-test-gaps.yml
+    - 382-pester-unit-tests.yml
+    - 399-documentation-examples.yml
+    release_date: '2026-09-08'
diff --git a/changelogs/fragments/381-integration-test-gaps.yml b/changelogs/fragments/381-integration-test-gaps.yml
deleted file mode 100644
index a09cbfe5..00000000
--- a/changelogs/fragments/381-integration-test-gaps.yml
+++ /dev/null
@@ -1,5 +0,0 @@
-bugfixes:
-  - backup, restore - Fix ``changed`` being reported as ``false`` in ``check_mode``, since ``Backup-DbaDatabase``/``Restore-DbaDatabase`` return no output under ``-WhatIf`` (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
-  - availability_group - Fix ``changed`` being incorrectly reported as ``true`` on an unchanged AG. ``Get-DbaAvailabilityGroup``'s SMO object never populates ``FailureConditionLevel``/``HealthCheckTimeout`` (they read back as unset defaults), and ``sys.availability_groups`` is a cache of the WSFC cluster resource's copy, so it's empty for AGs with ``cluster_type`` set to ``None``. Since neither source can be trusted, both properties are now excluded from the idempotency diff; they're still applied via ``Set-DbaAvailabilityGroup`` whenever another property change triggers an update (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
-minor_changes:
-  - Add check-mode assertions for the ``backup`` and ``restore`` integration test targets, add idempotency assertions for the ``availability_group`` and ``ag_replica`` targets, and exercise a non-default ``deployment_method`` in the ``install_script`` targets (https://github.com/lowlydba/lowlydba.sqlserver/issues/381).
diff --git a/changelogs/fragments/382-pester-unit-tests.yml b/changelogs/fragments/382-pester-unit-tests.yml
deleted file mode 100644
index e70ae9cc..00000000
--- a/changelogs/fragments/382-pester-unit-tests.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-minor_changes:
-  - Add a Pester unit test suite under ``tests/unit/plugins/module_utils/`` covering the
-    ``module_utils`` helpers (``Get-LowlyDbaSqlServerAuthSpec``, ``Get-SqlCredential``,
-    ``ConvertTo-SerializableObject``), and wire it into CI as a standalone job since
-    ``ansible-test units`` only supports Python
-    (https://github.com/lowlydba/lowlydba.sqlserver/issues/382).
diff --git a/galaxy.yml b/galaxy.yml
index 3fa92fad..75d330c2 100644
--- a/galaxy.yml
+++ b/galaxy.yml
@@ -2,7 +2,7 @@
 
 namespace: lowlydba
 name: sqlserver
-version: 3.0.0
+version: 3.1.0
 readme: README.md
 authors:
   - John McCall (github.com/lowlydba)
diff --git a/plugins/modules/ag_listener.py b/plugins/modules/ag_listener.py
index 376888aa..cbb291e5 100644
--- a/plugins/modules/ag_listener.py
+++ b/plugins/modules/ag_listener.py
@@ -72,21 +72,20 @@
 '''
 
 EXAMPLES = r'''
-- name: Create Availability Group
+- name: Create an availability group
   lowlydba.sqlserver.availability_group:
-    sql_instance: sql-01.myco.io
-    ag_name: AG_MyDatabase
+    sql_instance: sql01.example.com
+    ag_name: AG_App
 
-- name: Create AG Listener
+- name: Create an availability group listener
   lowlydba.sqlserver.ag_listener:
-    sql_instance_primary: sql-01.myco.io
-    ag_name: AG_MyDatabase
-    listener_name: aglMyDatabase
+    sql_instance: sql01.example.com
+    ag_name: AG_App
+    listener_name: AG-App
     ip_address:
       - 10.0.20.20
-      - 10.1.77.77
     subnet_ip:
-      - 255.255.252.0
+      - 10.0.20.0
     subnet_mask:
       - 255.255.255.0
 '''
diff --git a/plugins/modules/ag_replica.py b/plugins/modules/ag_replica.py
index 3119131c..c94f07f3 100644
--- a/plugins/modules/ag_replica.py
+++ b/plugins/modules/ag_replica.py
@@ -122,16 +122,16 @@
 '''
 
 EXAMPLES = r'''
-- name: Create Availability Group
+- name: Create an availability group
   lowlydba.sqlserver.availability_group:
-    sql_instance: sql-01.myco.io
-    ag_name: AG_MyDatabase
+    sql_instance: sql01.example.com
+    ag_name: AG_App
 
-- name: Add a DR replica
+- name: Add a disaster recovery replica
   lowlydba.sqlserver.ag_replica:
-    ag_name: 'AG_MyDatabase'
-    sql_instance: sql-01.myco.io
-    sql_instance_replica: sql-02.myco.io
+    ag_name: AG_App
+    sql_instance: sql01.example.com
+    sql_instance_replica: sql02.example.com
     failover_mode: 'Manual'
     availability_mode: 'AsynchronousCommit'
     seeding_mode: 'Automatic'
diff --git a/plugins/modules/agent_job.py b/plugins/modules/agent_job.py
index dbd3043f..9eecf572 100644
--- a/plugins/modules/agent_job.py
+++ b/plugins/modules/agent_job.py
@@ -69,10 +69,10 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a job
+- name: Create a SQL Server Agent job
   lowlydba.sqlserver.agent_job:
-    sql_instance: sql-01.myco.io
-    job: MyJob
+    sql_instance: sql01.example.com
+    job: NightlyBackup
     force: true
 '''
 
diff --git a/plugins/modules/agent_job_category.py b/plugins/modules/agent_job_category.py
index ce480c4c..1350f0be 100644
--- a/plugins/modules/agent_job_category.py
+++ b/plugins/modules/agent_job_category.py
@@ -34,10 +34,10 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a maintenance job category
+- name: Create a SQL Server Agent job category
   lowlydba.sqlserver.agent_job_category:
-    sql_instance: sql-01.myco.io
-    category: "Index Maintenance"
+    sql_instance: sql01.example.com
+    category: Index Maintenance
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/agent_job_schedule.py b/plugins/modules/agent_job_schedule.py
index cb0232ad..c4927f82 100644
--- a/plugins/modules/agent_job_schedule.py
+++ b/plugins/modules/agent_job_schedule.py
@@ -115,22 +115,24 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a job schedule
+- name: Create a daily SQL Server Agent schedule
   lowlydba.sqlserver.agent_job_schedule:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
+    job: NightlyBackup
     schedule: DailySchedule
     force: true
     enabled: true
-    start_date: 2020-05-25  # May 25, 2020
-    end_date: 2099-05-25    # May 25, 2099
-    start_time: 010500      # 01:05:00 AM
-    end_time: 140030        # 02:00:30 PM
+    frequency_type: Daily
+    start_date: '20260101'
+    end_date: '20991231'
+    start_time: '010500'
+    end_time: '140030'
     state: present
 
-- name: Create a job with schedule
+- name: Assign the schedule to a SQL Server Agent job
   lowlydba.sqlserver.agent_job:
-    sql_instance: sql-01.myco.io
-    job: MyJob
+    sql_instance: sql01.example.com
+    job: NightlyBackup
     force: true
     schedule: DailySchedule
 '''
diff --git a/plugins/modules/agent_job_step.py b/plugins/modules/agent_job_step.py
index 11d82472..ccb8b527 100644
--- a/plugins/modules/agent_job_step.py
+++ b/plugins/modules/agent_job_step.py
@@ -102,28 +102,28 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a job
+- name: Create a SQL Server Agent job
   lowlydba.sqlserver.agent_job:
-    sql_instance: sql-01.myco.io
-    job: MyJob
+    sql_instance: sql01.example.com
+    job: NightlyBackup
     force: true
 
-- name: Create a job step
+- name: Create a SQL Server Agent job step
   lowlydba.sqlserver.agent_job_step:
-    sql_instance: sql-01.myco.io
-    job: MyJob
-    step_name: Step1
+    sql_instance: sql01.example.com
+    job: NightlyBackup
+    step_name: TruncateStagingTable
     step_id: 1
     command: "TRUNCATE TABLE dbo.TestData;"
 
-- name: Create a job step with output file
+- name: Create a job step with output redirected to a file
   lowlydba.sqlserver.agent_job_step:
-    sql_instance: sql-01.myco.io
-    job: MyJob
-    step_name: Step2
+    sql_instance: sql01.example.com
+    job: NightlyBackup
+    step_name: ListDatabases
     step_id: 2
     command: "SELECT * FROM sys.databases;"
-    output_file: "C:\\Logs\\MyJob_Step2.log"
+    output_file: "C:\\Logs\\NightlyBackup_ListDatabases.log"
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/availability_group.py b/plugins/modules/availability_group.py
index 3429224c..6b0d700d 100644
--- a/plugins/modules/availability_group.py
+++ b/plugins/modules/availability_group.py
@@ -160,10 +160,10 @@
 '''
 
 EXAMPLES = r'''
-- name: Create Availability Group
+- name: Create an availability group
   lowlydba.sqlserver.availability_group:
-    sql_instance: sql-01.myco.io
-    ag_name: AG_MyDatabase
+    sql_instance: sql01.example.com
+    ag_name: AG_App
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/backup.py b/plugins/modules/backup.py
index 962b0cfc..319a9743 100644
--- a/plugins/modules/backup.py
+++ b/plugins/modules/backup.py
@@ -175,17 +175,17 @@
 '''
 
 EXAMPLES = r'''
-- name: Create striped full database backup in default dir
+- name: Create a striped full database backup
   lowlydba.sqlserver.backup:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB
+    sql_instance: sql01.example.com
+    database: AppDb
     type: full
     file_count: 8
 
-- name: Create t-log backup
+- name: Create a transaction log backup
   lowlydba.sqlserver.backup:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB
+    sql_instance: sql01.example.com
+    database: AppDb
     type: log
 '''
 
diff --git a/plugins/modules/credential.py b/plugins/modules/credential.py
index e83b8ed3..76f6bc6b 100644
--- a/plugins/modules/credential.py
+++ b/plugins/modules/credential.py
@@ -58,28 +58,31 @@
 EXAMPLES = r'''
 - name: Create a credential with a password
   lowlydba.sqlserver.credential:
-    sql_instance: sql-01.myco.io
-    identity: ad\\user
-    name: MyCredential
-    password : <Password>
+    sql_instance: sql01.example.com
+    identity: EXAMPLE\sql-backup
+    name: BackupCredential
+    password: "{{ vault_backup_credential_password }}"
 
 - name: Replace an existing credential
   lowlydba.sqlserver.credential:
-    sql_instance: sql-01.myco.io
-    identity: MyIdentity
+    sql_instance: sql01.example.com
+    identity: EXAMPLE\sql-backup
+    name: BackupCredential
+    password: "{{ vault_backup_credential_password }}"
     force: true
 
 - name: Create a credential using a SAS token for a backup URL
   lowlydba.sqlserver.credential:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     identity: SHARED ACCESS SIGNATURE
-    name: https://<azure storage account name>.blob.core.windows.net/<blob container>
-    password : <Shared Access Token>
+    name: https://examplestorage.blob.core.windows.net/sql-backups
+    password: "{{ vault_azure_storage_sas_token }}"
 
 - name: Remove a credential
   lowlydba.sqlserver.credential:
-    sql_instance: sql-01.myco.io
-    identity: MyIdentity
+    sql_instance: sql01.example.com
+    identity: EXAMPLE\sql-backup
+    name: BackupCredential
     state: absent
 '''
 
diff --git a/plugins/modules/database.py b/plugins/modules/database.py
index d1d8cd91..179c9143 100644
--- a/plugins/modules/database.py
+++ b/plugins/modules/database.py
@@ -79,15 +79,15 @@
 '''
 
 EXAMPLES = r'''
-- name: Create database
+- name: Create a database
   lowlydba.sqlserver.database:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB
+    sql_instance: sql01.example.com
+    database: AppDb
 
-- name: Create database with customizations
+- name: Create a database with custom settings
   lowlydba.sqlserver.database:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB
+    sql_instance: sql01.example.com
+    database: ReportingDb
     owner: sa
     maxdop: 2
     recovery_model: Simple
diff --git a/plugins/modules/dba_multitool.py b/plugins/modules/dba_multitool.py
index 6daeef3d..8b79858f 100644
--- a/plugins/modules/dba_multitool.py
+++ b/plugins/modules/dba_multitool.py
@@ -51,8 +51,8 @@
 EXAMPLES = r'''
 - name: Install DBA MultiTool
   lowlydba.sqlserver.dba_multitool:
-    sql_instance: test-server.my.company.com
-    database: dba_tools
+    sql_instance: sql01.example.com
+    database: DbaTools
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/first_responder_kit.py b/plugins/modules/first_responder_kit.py
index fba6fad9..919513fd 100644
--- a/plugins/modules/first_responder_kit.py
+++ b/plugins/modules/first_responder_kit.py
@@ -70,10 +70,10 @@
 '''
 
 EXAMPLES = r'''
-- name: Install FRK
+- name: Install First Responder Kit
   lowlydba.sqlserver.first_responder_kit:
-    sql_instance: test-server.my.company.com
-    database: dba_tools
+    sql_instance: sql01.example.com
+    database: DbaTools
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/hadr.py b/plugins/modules/hadr.py
index 0fc91d22..10b03cb9 100644
--- a/plugins/modules/hadr.py
+++ b/plugins/modules/hadr.py
@@ -49,9 +49,9 @@
 '''
 
 EXAMPLES = r'''
-- name: Enable hadr with service restart
+- name: Enable HADR and restart the SQL Server service
   lowlydba.sqlserver.hadr:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     enabled: true
     force: true
 '''
diff --git a/plugins/modules/install_script.py b/plugins/modules/install_script.py
index d233fb7b..6b95b232 100644
--- a/plugins/modules/install_script.py
+++ b/plugins/modules/install_script.py
@@ -90,9 +90,9 @@
 '''
 
 EXAMPLES = r'''
-- name: Migrate a database
+- name: Apply database migration scripts
   lowlydba.sqlserver.install_script:
-    sql_instance: test-server.my.company.com
+    sql_instance: sql01.example.com
     database: AdventureWorks
     path: migrations
 '''
diff --git a/plugins/modules/instance_info.py b/plugins/modules/instance_info.py
index 2bfdbf15..4ec6fabe 100644
--- a/plugins/modules/instance_info.py
+++ b/plugins/modules/instance_info.py
@@ -21,9 +21,9 @@
 '''
 
 EXAMPLES = r'''
-- name: Get basic info for an instance
+- name: Get basic instance information
   lowlydba.sqlserver.instance_info:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/login.py b/plugins/modules/login.py
index 553b969d..ebe1651c 100644
--- a/plugins/modules/login.py
+++ b/plugins/modules/login.py
@@ -81,16 +81,16 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a login
+- name: Create a SQL login
   lowlydba.sqlserver.login:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
-    password: ReallyComplexStuff12345!
+    sql_instance: sql01.example.com
+    login: app_login
+    password: "{{ vault_app_login_password }}"
 
-- name: Disable a login
+- name: Disable a SQL login
   lowlydba.sqlserver.login:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
+    sql_instance: sql01.example.com
+    login: app_login
     enabled: false
 '''
 
diff --git a/plugins/modules/login_role.py b/plugins/modules/login_role.py
index 04d44799..5d3b68a4 100644
--- a/plugins/modules/login_role.py
+++ b/plugins/modules/login_role.py
@@ -33,23 +33,23 @@
 '''
 
 EXAMPLES = r'''
-- name: Add a user to a fixed server role
+- name: Add a login to a fixed server role
   lowlydba.sqlserver.login_role:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
+    sql_instance: sql01.example.com
+    login: app_login
     server_role: sysadmin
 
-- name: Remove a user from a fixed server role
+- name: Remove a login from a fixed server role
   lowlydba.sqlserver.login_role:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
+    sql_instance: sql01.example.com
+    login: app_login
     server_role: sysadmin
     state: absent
 
-- name: Add a user to a custom server role
+- name: Add a login to a custom server role
   lowlydba.sqlserver.login_role:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
+    sql_instance: sql01.example.com
+    login: app_login
     server_role: demi-admin
 '''
 
diff --git a/plugins/modules/maintenance_solution.py b/plugins/modules/maintenance_solution.py
index 1df314ff..16fbac5b 100644
--- a/plugins/modules/maintenance_solution.py
+++ b/plugins/modules/maintenance_solution.py
@@ -86,10 +86,11 @@
 '''
 
 EXAMPLES = r'''
-- name: Install/Update Maintenance Solution
-  lowlydba.sqlserver.multitool:
-    sql_instance: sql-01.myco.io
-    database: main
+- name: Install or update Ola Hallengren's Maintenance Solution
+  lowlydba.sqlserver.maintenance_solution:
+    sql_instance: sql01.example.com
+    database: DbaTools
+    install_jobs: true
     replace_existing: true
 '''
 
diff --git a/plugins/modules/memory.py b/plugins/modules/memory.py
index 65b6b327..8715bb17 100644
--- a/plugins/modules/memory.py
+++ b/plugins/modules/memory.py
@@ -28,13 +28,13 @@
 '''
 
 EXAMPLES = r'''
-- name: Automatically configure SQL max memory
+- name: Automatically configure SQL Server max memory
   lowlydba.sqlserver.memory:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
 
-- name: Manually configure SQL max memory
+- name: Set SQL Server max memory explicitly
   lowlydba.sqlserver.memory:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     max: 10240
 '''
 
diff --git a/plugins/modules/nonquery.py b/plugins/modules/nonquery.py
index 7c6d42e3..fd0057a7 100644
--- a/plugins/modules/nonquery.py
+++ b/plugins/modules/nonquery.py
@@ -40,11 +40,11 @@
 '''
 
 EXAMPLES = r'''
-- name: Update a table value
+- name: Update active users
   lowlydba.sqlserver.nonquery:
-    sql_instance: sql-01-myco.io
-    database: userdb
-    nonquery: "UPDATE dbo.User set IsActive = 1;"
+    sql_instance: sql01.example.com
+    database: AppDb
+    nonquery: "UPDATE dbo.Users SET IsActive = 1;"
 '''
 
 RETURN = r''' # '''
diff --git a/plugins/modules/resource_governor.py b/plugins/modules/resource_governor.py
index 66b789d2..6f1b48af 100644
--- a/plugins/modules/resource_governor.py
+++ b/plugins/modules/resource_governor.py
@@ -33,9 +33,9 @@
 '''
 
 EXAMPLES = r'''
-- name: Enable resource governor
+- name: Enable Resource Governor
   lowlydba.sqlserver.resource_governor:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     enabled: true
 '''
 
diff --git a/plugins/modules/restore.py b/plugins/modules/restore.py
index 5899ef18..31cffd60 100644
--- a/plugins/modules/restore.py
+++ b/plugins/modules/restore.py
@@ -204,21 +204,24 @@
 '''
 
 EXAMPLES = r'''
-- name: Restore a Database
+- name: Restore a database from the latest backup
   lowlydba.sqlserver.restore:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB
+    sql_instance: sql01.example.com
+    database: AppDb
+    path: C:\SQLBackups\AppDb
 
-- name: Restore a Database and allow future T-Log restores
+- name: Restore a database and leave it ready for transaction log restores
   lowlydba.sqlserver.restore:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB1
+    sql_instance: sql01.example.com
+    database: AppDb
+    path: C:\SQLBackups\AppDb
     no_recovery: true
 
-- name: Verify backup files, no restore
+- name: Verify backup files without restoring
   lowlydba.sqlserver.restore:
-    sql_instance: sql-01.myco.io
-    database: LowlyDB2
+    sql_instance: sql01.example.com
+    database: AppDb
+    path: C:\SQLBackups\AppDb
     verify_only: true
 '''
 
diff --git a/plugins/modules/rg_resource_pool.py b/plugins/modules/rg_resource_pool.py
index 08b7aef2..ecee80ff 100644
--- a/plugins/modules/rg_resource_pool.py
+++ b/plugins/modules/rg_resource_pool.py
@@ -70,15 +70,15 @@
 '''
 
 EXAMPLES = r'''
-- name: Enable resource governor
+- name: Enable Resource Governor
   lowlydba.sqlserver.resource_governor:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     enabled: true
 
-- name: Create rg resource pool
+- name: Create a Resource Governor pool
   lowlydba.sqlserver.rg_resource_pool:
-    sql_instance: sql-01.myco.io
-    resource_pool: "rpLittle"
+    sql_instance: sql01.example.com
+    resource_pool: ReportingPool
     max_cpu_perc: 5
 '''
 
diff --git a/plugins/modules/rg_workload_group.py b/plugins/modules/rg_workload_group.py
index 21cf8261..d31c01ee 100644
--- a/plugins/modules/rg_workload_group.py
+++ b/plugins/modules/rg_workload_group.py
@@ -71,22 +71,22 @@
 '''
 
 EXAMPLES = r'''
-- name: Enable resource governor
+- name: Enable Resource Governor
   lowlydba.sqlserver.resource_governor:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     enabled: true
 
-- name: Create rg resource pool
+- name: Create a Resource Governor pool
   lowlydba.sqlserver.rg_resource_pool:
-    sql_instance: sql-01.myco.io
-    resource_pool: "rpLittle"
+    sql_instance: sql01.example.com
+    resource_pool: ReportingPool
     max_cpu_perc: 5
 
-- name: Create rg workload group
+- name: Create a Resource Governor workload group
   lowlydba.sqlserver.rg_workload_group:
-    sql_instance: sql-01.myco.io
-    workload_group: rgMyGroup
-    resource_pool: rpLittle
+    sql_instance: sql01.example.com
+    workload_group: ReportingWorkload
+    resource_pool: ReportingPool
     resource_pool_type: Internal
     max_dop: 2
     state: present
diff --git a/plugins/modules/sa.py b/plugins/modules/sa.py
index 3406fa29..9c00f63c 100644
--- a/plugins/modules/sa.py
+++ b/plugins/modules/sa.py
@@ -55,14 +55,14 @@
 '''
 
 EXAMPLES = r'''
-- name: Disable sa login
+- name: Disable the sa login
   lowlydba.sqlserver.sa:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     enabled: false
 
-- name: Rename sa login
+- name: Rename the sa login
   lowlydba.sqlserver.sa:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     new_name: 'notthesayourelookingfor'
 '''
 
diff --git a/plugins/modules/sp_configure.py b/plugins/modules/sp_configure.py
index 91e060e8..c4755bd9 100644
--- a/plugins/modules/sp_configure.py
+++ b/plugins/modules/sp_configure.py
@@ -33,9 +33,9 @@
 '''
 
 EXAMPLES = r'''
-- name: Enable remote DAC connection
+- name: Enable remote DAC connections
   lowlydba.sqlserver.sp_configure:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     name: RemoteDacConnectionsEnabled
     value: 1
 '''
diff --git a/plugins/modules/sp_whoisactive.py b/plugins/modules/sp_whoisactive.py
index 8aed1036..ac73dada 100644
--- a/plugins/modules/sp_whoisactive.py
+++ b/plugins/modules/sp_whoisactive.py
@@ -39,10 +39,10 @@
 '''
 
 EXAMPLES = r'''
-- name: Install/Update sp_whoisactive
+- name: Install or update sp_WhoIsActive
   lowlydba.sqlserver.sp_whoisactive:
-    sql_instance: sql-01.myco.io
-    database: lowlydb
+    sql_instance: sql01.example.com
+    database: DbaTools
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/spn.py b/plugins/modules/spn.py
index d08d825b..c671bf48 100644
--- a/plugins/modules/spn.py
+++ b/plugins/modules/spn.py
@@ -42,28 +42,15 @@
 '''
 
 EXAMPLES = r'''
-- name: Add server SPN
+- name: Add a server SPN
   lowlydba.sqlserver.spn:
-    computer: sql-01.myco.io
-    service_account: myco\sql-svc
+    computer: sql01.example.com
+    service_account: EXAMPLE\sql-svc
 
-- name: Create an AG Listener
-  lowlydba.sqlserver.ag_listener:
-    sql_instance_primary: sql-01.myco.io
-    ag_name: AG_MyDatabase
-    listener_name: aglMyDatabase
-    ip_address:
-      - 10.0.20.20
-      - 10.1.77.77
-    subnet_ip:
-      - 255.255.252.0
-    subnet_mask:
-      - 255.255.255.0
-
-- name: Add SPN for new AG listener on port 1433
+- name: Add an SPN for an availability group listener
   lowlydba.sqlserver.spn:
-    computer: aglMyDatabase.myco.io:1433
-    service_account: myco\sql-svc
+    computer: AG-App.example.com:1433
+    service_account: EXAMPLE\sql-svc
 '''
 
 RETURN = r'''
diff --git a/plugins/modules/tcp_port.py b/plugins/modules/tcp_port.py
index f97013f8..c53041e5 100644
--- a/plugins/modules/tcp_port.py
+++ b/plugins/modules/tcp_port.py
@@ -49,14 +49,14 @@
 '''
 
 EXAMPLES = r'''
-- name: Set the default port
+- name: Set the default SQL Server port
   lowlydba.sqlserver.tcp_port:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     port: 1433
 
-- name: Set a non-standard default port
+- name: Set a non-standard SQL Server port
   lowlydba.sqlserver.tcp_port:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     port: 1933
 '''
 
diff --git a/plugins/modules/traceflag.py b/plugins/modules/traceflag.py
index c8139e51..bbac1cff 100644
--- a/plugins/modules/traceflag.py
+++ b/plugins/modules/traceflag.py
@@ -34,15 +34,15 @@
 '''
 
 EXAMPLES = r'''
-- name: Eliminate successful backup information from SQL Error Log
+- name: Suppress successful backup messages in the SQL Server error log
   lowlydba.sqlserver.traceflag:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     trace_flag: 3226
     enabled: true
 
-- name: Disable trace flag
+- name: Disable the backup message trace flag
   lowlydba.sqlserver.traceflag:
-    sql_instance: sql-01.myco.io
+    sql_instance: sql01.example.com
     trace_flag: 3226
     enabled: false
 '''
diff --git a/plugins/modules/user.py b/plugins/modules/user.py
index b9c36d06..899ac250 100644
--- a/plugins/modules/user.py
+++ b/plugins/modules/user.py
@@ -49,27 +49,27 @@
 '''
 
 EXAMPLES = r'''
-- name: Create a user
+- name: Create a database user
   lowlydba.sqlserver.user:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    login: app_login
+    username: app_user
+    database: AppDb
 
-- name: Change user's schema
-  lowlydba.sqlserver.login:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
-    username: TheIntern
-    database: InternProject1
+- name: Set a database user's default schema
+  lowlydba.sqlserver.user:
+    sql_instance: sql01.example.com
+    login: app_login
+    username: app_user
+    database: AppDb
     default_schema: dev
 
 - name: Remove a user
-  lowlydba.sqlserver.login:
-    sql_instance: sql-01.myco.io
-    login: TheIntern
-    username: TheIntern
-    database: InternProject1
+  lowlydba.sqlserver.user:
+    sql_instance: sql01.example.com
+    login: app_login
+    username: app_user
+    database: AppDb
     state: absent
 '''
 
diff --git a/plugins/modules/user_role.py b/plugins/modules/user_role.py
index 47129280..665d562e 100644
--- a/plugins/modules/user_role.py
+++ b/plugins/modules/user_role.py
@@ -75,26 +75,26 @@
 '''
 
 EXAMPLES = r'''
-- name: Add a user to a fixed db role (legacy)
+- name: Add a user to a fixed database role (legacy)
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     role: db_owner
 
-- name: Remove a user from a fixed db role (legacy)
+- name: Remove a user from a fixed database role (legacy)
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     role: db_owner
     state: absent
 
 - name: Add user to multiple roles
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     roles:
       add:
         - db_owner
@@ -102,9 +102,9 @@
 
 - name: Remove user from multiple roles
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     roles:
       remove:
         - db_owner
@@ -112,9 +112,9 @@
 
 - name: Set user's roles (replace all current roles)
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     roles:
       set:
         - db_datareader
@@ -122,9 +122,9 @@
 
 - name: Combine add and remove operations
   lowlydba.sqlserver.user_role:
-    sql_instance: sql-01.myco.io
-    username: TheIntern
-    database: InternProject1
+    sql_instance: sql01.example.com
+    username: app_user
+    database: AppDb
     roles:
       add:
         - db_securityadmin