diff --git a/content/admin/company/settings/domains.md b/content/admin/company/settings/domains.md
index 2360fea732..f193965818 100644
--- a/content/admin/company/settings/domains.md
+++ b/content/admin/company/settings/domains.md
@@ -10,4 +10,4 @@ Use domain management to manage your domains for Single Sign-On and SCIM.
 
 ## Add and verify a domain
 
-{{< admin-domains product="admin" layer="company" >}}
+{{% admin-domains product="admin" layer="company" %}}
diff --git a/content/admin/company/settings/scim.md b/content/admin/company/settings/scim.md
index d37aa5fc19..8921b1729e 100644
--- a/content/admin/company/settings/scim.md
+++ b/content/admin/company/settings/scim.md
@@ -8,4 +8,4 @@ title: SCIM
 
 Follow the steps on this page to manage SCIM for your company. To manage SCIM for an organization, see [SCIM for an organization](/admin/organization/security-settings/scim/).
 
-{{< admin-scim product="admin" layer="company" >}}
+{{% admin-scim product="admin" layer="company" %}}
diff --git a/content/admin/company/settings/sso-configuration.md b/content/admin/company/settings/sso-configuration.md
index 77e584b0d0..65500fd5cc 100644
--- a/content/admin/company/settings/sso-configuration.md
+++ b/content/admin/company/settings/sso-configuration.md
@@ -10,6 +10,6 @@ Follow the steps on this page to configure SSO for your company. To configure SS
 
 ## Step one: Add and verify your domain
 
-{{< admin-domains product="admin" layer="company" >}}
+{{% admin-domains product="admin" layer="company" %}}
 
-{{< admin-sso-config product="admin" layer="company" >}}
+{{% admin-sso-config product="admin" layer="company" %}}
diff --git a/content/admin/company/settings/sso-management.md b/content/admin/company/settings/sso-management.md
index d408b3abc7..b5c5ffd7fa 100644
--- a/content/admin/company/settings/sso-management.md
+++ b/content/admin/company/settings/sso-management.md
@@ -10,6 +10,6 @@ Follow the steps on this page to manage SSO for your company. To manage SSO for
 
 ## Manage organizations
 
-{{< admin-sso-management-orgs product="admin" >}}
+{{% admin-sso-management-orgs product="admin" %}}
 
-{{< admin-sso-management product="admin" layer="company" >}}
+{{% admin-sso-management product="admin" layer="company" %}}
diff --git a/content/admin/organization/security-settings/domains.md b/content/admin/organization/security-settings/domains.md
index e49499160d..abaffc730e 100644
--- a/content/admin/organization/security-settings/domains.md
+++ b/content/admin/organization/security-settings/domains.md
@@ -10,8 +10,8 @@ Use domain management to manage your domains for Single Sign-On and SCIM, as wel
 
 ## Add and verify a domain
 
-{{< admin-domains product="admin" layer="organization" >}}
+{{% admin-domains product="admin" layer="organization" %}}
 
 ## Domain audit
 
-{{< admin-domain-audit product="admin" >}}
+{{% admin-domain-audit product="admin" %}}
diff --git a/content/admin/organization/security-settings/scim.md b/content/admin/organization/security-settings/scim.md
index 705811568b..cadaed6ae4 100644
--- a/content/admin/organization/security-settings/scim.md
+++ b/content/admin/organization/security-settings/scim.md
@@ -8,4 +8,4 @@ title: SCIM
 
 Follow the steps on this page to manage SCIM for your organization. To manage SCIM for a company, see [SCIM for a company](/admin/company/settings/scim/).
 
-{% include admin-scim.md product="admin" layer="organization"%}
\ No newline at end of file
+{{% admin-scim product="admin" layer="organization" %}}
\ No newline at end of file
diff --git a/content/admin/organization/security-settings/sso-configuration.md b/content/admin/organization/security-settings/sso-configuration.md
index bcd6b58bbc..c7c19bfe2e 100644
--- a/content/admin/organization/security-settings/sso-configuration.md
+++ b/content/admin/organization/security-settings/sso-configuration.md
@@ -10,7 +10,7 @@ Follow the steps on this page to configure SSO for your organization. To configu
 
 ## Step one: Add and verify your domain
 
-{% include admin-domains.md product="admin" layer="organization"%}
+{{% admin-domains product="admin" layer="organization" %}}
 
 
-{% include admin-sso-config.md product="admin" layer="organization"%}
\ No newline at end of file
+{{% admin-sso-config product="admin" layer="organization" %}}
\ No newline at end of file
diff --git a/content/admin/organization/security-settings/sso-management.md b/content/admin/organization/security-settings/sso-management.md
index d11503baaa..ff247e6752 100644
--- a/content/admin/organization/security-settings/sso-management.md
+++ b/content/admin/organization/security-settings/sso-management.md
@@ -9,4 +9,4 @@ title: Manage Single Sign-On for an organization
 Follow the steps on this page to manage SSO for an organization. To manage SSO for a company, see [Manage SSO for a company](/admin/company/settings/sso-management/).
 
 
-{% include admin-sso-management.md product="admin" layer="organization"%}
\ No newline at end of file
+{{% admin-sso-management product="admin" layer="organization" %}}
\ No newline at end of file
diff --git a/content/contribute/contribute-guide.md b/content/contribute/contribute-guide.md
index e2c4bb4b9f..36bcadfedc 100644
--- a/content/contribute/contribute-guide.md
+++ b/content/contribute/contribute-guide.md
@@ -79,8 +79,7 @@ docker compose up -d --build
 
 > **Note**
 >
->You need Docker Compose to build and run the docs locally. Docker Compose is included with [Docker Desktop](../desktop/index.md).
-> If you don't have Docker Desktop installed, follow the [instructions](../compose/install/index.md) to install Docker Compose.
+>You need Docker Compose to build and run the docs locally. Docker Compose is included with [Docker Desktop](../desktop/index.md). If you don't have Docker Desktop installed, follow the [instructions](../compose/install/index.md) to install Docker Compose.
 
 When the container is built and running, visit [http://localhost:4000](http://localhost:4000) in your web browser to view the docs.
 
diff --git a/content/docker-hub/scim.md b/content/docker-hub/scim.md
index ddbf7b011f..421c086672 100644
--- a/content/docker-hub/scim.md
+++ b/content/docker-hub/scim.md
@@ -6,4 +6,4 @@ direct_from:
 - /docker-hub/company-scim/
 ---
 
-{{< admin-scim >}}
+{{% admin-scim %}}
diff --git a/content/single-sign-on/manage/_index.md b/content/single-sign-on/manage/_index.md
index b9dc4507d4..479602cb54 100644
--- a/content/single-sign-on/manage/_index.md
+++ b/content/single-sign-on/manage/_index.md
@@ -10,6 +10,6 @@ title: Manage SSO
 >
 > You must have a [company](/docker-hub/creating-companies/) to manage more than one organization.
 
-{{< admin-sso-management-orgs product="hub" >}}
+{{% admin-sso-management-orgs product="hub" %}}
 
-{{< admin-sso-management product="hub" >}}
+{{% admin-sso-management product="hub" %}}
diff --git a/layouts/shortcodes/admin-sso.md b/layouts/shortcodes/admin-sso.md
index 9fe7b3c3e1..eb840cec73 100644
--- a/layouts/shortcodes/admin-sso.md
+++ b/layouts/shortcodes/admin-sso.md
@@ -48,7 +48,7 @@ If you use SAML for your SSO connection, Docker obtains these attributes from th
 > **Important**
 >
 > If none of the email address attributes listed in the previous table are found, SSO will return an error.
-{: .important}
+{ .important}
 
 ## Prerequisites