diff --git a/website/docs/docs/cloud/git/setup-azure.md b/website/docs/docs/cloud/git/setup-azure.md
index 273660ba3d..6f2664fd49 100644
--- a/website/docs/docs/cloud/git/setup-azure.md
+++ b/website/docs/docs/cloud/git/setup-azure.md
@@ -17,10 +17,10 @@ To use our native integration with Azure DevOps in dbt Cloud, an account admin n
4. [Connect Azure DevOps to your new app](#connect-azure-devops-to-your-new-app).
5. [Add your Entra ID app to dbt Cloud](#add-your-azure-ad-app-to-dbt-cloud).
-Once the Microsoft Entra ID app is added to dbt Cloud, an account admin must also [connect a service user](/docs/cloud/git/setup-azure#connect-a-service-user) via OAuth, which will be used to power headless actions in dbt Cloud such as deployment runs and CI.
+Once the Microsoft Entra ID app is added to dbt Cloud, an account admin must also connect a [service principal](https://learn.microsoft.com/en-us/entra/identity-platform/app-objects-and-service-principals?tabs=browser), which will be used to power headless actions in dbt Cloud such as deployment runs and CI.
-Once the Microsoft Entra ID app is added to dbt Cloud and the service user is connected, then dbt Cloud developers can personally authenticate in dbt Cloud from Azure DevOps. For more on this, see [Authenticate with Azure DevOps](/docs/cloud/git/authenticate-azure).
+Once the Microsoft Entra ID app is added to dbt Cloud and the service principal is connected, then dbt Cloud developers can personally authenticate in dbt Cloud from Azure DevOps. For more on this, see [Authenticate with Azure DevOps](/docs/cloud/git/authenticate-azure).
The following personas are required to complete the steps on this page:
- Microsoft Entra ID admin
@@ -62,22 +62,20 @@ An Entra ID admin needs to provide your new app access to Azure DevOps:
## Add another redirect URI
-A Microsoft Entra ID admin needs to add another redirect URI to your Entra ID application. This redirect URI will be used to authenticate the service user for headless actions in deployment environments.
+A Microsoft Entra ID admin needs to add another redirect URI to your Entra ID application. This redirect URI will be used to authenticate the service principal for headless actions in deployment environments.
1. Navigate to your Microsoft Entra ID application.
2. Select the link next to **Redirect URIs**
3. Click **Add URI** and add the URI, replacing `YOUR_ACCESS_URL` with the [appropriate Access URL](/docs/cloud/about-cloud/access-regions-ip-addresses) for your region and plan:
-`https://YOUR_ACCESS_URL/complete/azure_active_directory_service_user`
+`https://YOUR_ACCESS_URL/complete/azure_active_directory_service_principal`
4. Click **Save**.
-
-
## Create a client secret
A Microsoft Entra ID admin needs to complete the following steps:
-1. Navigate to your Microsoft Entra ID application.
+1. Navigate to **Microsoft Entra ID**, click **App registrations**, and click on your app.
2. Select **Certificates and Secrets** from the left navigation panel.
3. Select **Client secrets** and click **New client secret**
4. Give the secret a description and select the expiration time. Click **Add**.
@@ -89,7 +87,7 @@ An Azure admin will need one of the following permissions in both the Microsoft
- Azure Service Administrator
- Azure Co-administrator
-If your Azure DevOps account is connected to Entra ID, then you can proceed to [Connect a service user](#connect-a-service-user). However, if you're just getting set up, connect Azure DevOps to the Microsoft Entra ID app you just created:
+If your Azure DevOps account is connected to Entra ID, then you can proceed to [Connect a service principal](#connect-a-service-principal). However, if you're just getting set up, connect Azure DevOps to the Microsoft Entra ID app you just created:
1. From your Azure DevOps account, select **Organization settings** in the bottom left.
2. Navigate to Microsoft Entra ID.
@@ -99,29 +97,79 @@ If your Azure DevOps account is connected to Entra ID, then you can proceed to [
-## Add your Microsoft Entra ID app to dbt Cloud
+## Configure the Entra ID connection
-A dbt Cloud account admin needs to perform the following steps.
+There are two connection methods currently available for dbt Cloud and Azure DevOps:
+- **Service principal** (recommended): Create an application connection via client ID and secret for unattended authentication.
+- **Service user** (legacy): Create a user that will authenticate the connection with username and password. This configuration should be avoided.
-Once you connect your Microsoft Entra ID app and Azure DevOps, you need to provide dbt Cloud information about the app:
+
+
-1. Navigate to your account settings in dbt Cloud.
-2. Select **Integrations**.
-3. Scroll to the Azure DevOps section.
-4. Complete the form:
- - **Azure DevOps Organization:** Must match the name of your Azure DevOps organization exactly. Do not include the `dev.azure.com/` prefix in this field. ✅ Use `my-devops-org` ❌ Avoid `dev.azure.com/my-devops-org`
- - **Application (client) ID:** Found in the Microsoft Entra ID app.
- - **Client Secrets:** Copy the **Value** field in the Microsoft Entra ID app client secrets and paste it in the **Client Secret** field in dbt Cloud. Entra ID admins are responsible for the Entra ID app secret expiration and dbt Admins should note the expiration date for rotation.
- - **Directory(tenant) ID:** Found in the Microsoft Entra ID app.
-
+## Create a service principal
-Your Microsoft Entra ID app should now be added to your dbt Cloud Account. People on your team who want to develop in the dbt Cloud IDE or dbt Cloud CLI can now personally [authorize Azure DevOps from their profiles](/docs/cloud/git/authenticate-azure).
+The application's service principal represents the Entra ID application object. Whereas a service user represents a real user in Azure with an Entra ID (and an applicable license), the service principal is a secure identity used by an application to access Azure resources unattended. The service principal authenticates with a client ID and secret rather than a username and password (or any other form of user auth). Service principals are the [Microsoft recommended method](https://learn.microsoft.com/en-us/entra/architecture/secure-service-accounts#types-of-microsoft-entra-service-accounts) for authenticating apps.
+
+### Add a role to the Service Principal
+
+You can create a new role or assign an existing one to the service principal app. It must have the following permissions:
+
+- **Project Reader**
+- **ViewSubscriptions**
+- **EditSubscriptions**
+- **DeleteSubscriptions** *
+- **PullRequestContribute**
+- **GenericContribute**
+
+In your Azure account:
+
+1. Navigate to **Subscriptions** and click on the appropriate subscription name for the application environment.
+2. From the left-side menu of the subscription window, click **Access control (IAM)**.
+3. From the top menu, click **Add** and select **Add role assignment** from the dropdown.
+
+
+
+4. In the **Role** tab, select a role with appropriate permissions to assign the service principal.
+5. Click the **Members** tab. You must set **Assign access to** to **User, group, or service principal**.
+6. Click **Select members** and search for your app name in the window. Once it appears, click your app, which will appear in the **Selected members** section. Click **Select** at the bottom to save your selection.
+
+
+
+5. Confirm the details are correct and click **Review + assign**.
+
+
+
+Navigate back to the **App registrations** screen and click the app. On the left menu, click **Roles and administrators** and you will see the app role assignment.
+
+
+### Migrate to service principal
+
+If your dbt Cloud app does not have a service principal, take the following actions in your Azure account:
+1. Navigate to **Microsoft Entra ID**.
+2. Under **Manage** on the left-side menu, click **App registrations**.
+3. Click the app for the dbt Cloud and Azure DevOps integration.
+4. Locate the **Managed application in local directory** field and click **Create Service Principal**.
-## Connect a service user
+
-Because Azure DevOps forces all authentication to be linked to a user's permissions, we recommend an Azure DevOps admin create a "service user" in Azure DevOps whose permissions will be used to power headless actions in dbt Cloud such as dbt Cloud project repo selection, deployment runs, and CI. A service user is a pseudo user set up in the same way an admin would set up a real user, but it's given permissions specifically scoped for service to service interactions. You should avoid linking authentication to a real Azure DevOps user because if this person leaves your organization, dbt Cloud will lose privileges to the dbt Azure DevOps repositories, causing production runs to fail.
+5. Follow the instructions in [Add role to service principal](#add-a-role-to-the-service-principal) if the app doesn't already have them assigned.
+6. In dbt Cloud, navigate to **Account settings** --> **Integrations** and edit the **Azure DevOps** integration.
+7. Click the **Service principal** option, fill out the fields, and click **Save**. The services will continue to function uninterrupted.
+
+
+
+
+
+
+:::important
+
+Service users are no longer a recommended method for authentication and accounts using them should [migrate](#migrate-to-service-principal) to Entra ID [service principals](https://learn.microsoft.com/en-us/entra/identity-platform/app-objects-and-service-principals) in the future. Service prinicpals are the [Microsoft recommended service account type](https://learn.microsoft.com/en-us/entra/architecture/secure-service-accounts#types-of-microsoft-entra-service-accounts) for app authentication.
+
+:::
+
+An Azure DevOps admin can create a "service user (not recommended)" in Azure DevOps whose permissions will be used to power headless actions in dbt Cloud such as dbt Cloud project repo selection, deployment runs, and CI. A service user is a pseudo user set up in the same way an admin would set up a real user, but it's given permissions specifically scoped for service to service interactions. You should avoid linking authentication to a real Azure DevOps user because if this person leaves your organization, dbt Cloud will lose privileges to the dbt Azure DevOps repositories, causing production runs to fail.
:::info Service user authentication expiration
dbt Cloud will refresh the authentication for the service user on each run triggered by the scheduler, API, or CI. If your account does not have any active runs for over 90 days, an admin will need to manually refresh the authentication of the service user by disconnecting and reconnecting the service user's profile via the OAuth flow described above in order to resume headless interactions like project set up, deployment runs, and CI.
@@ -393,3 +441,24 @@ These tokens are limited to the following [scopes](https://learn.microsoft.com/e
- `vso.project`: Grants the ability to read projects and teams.
- `vso.build_execute`: Grants the ability to access build artifacts, including build results, definitions, and requests, and the ability to queue a build, update build properties, and the ability to receive notifications about build events with service hooks.
:::
+
+
+
+
+## Add your Microsoft Entra ID app to dbt Cloud
+
+A dbt Cloud account admin must take the following actions.
+
+Once you connect your Microsoft Entra ID app and Azure DevOps, you need to provide dbt Cloud information about the app:
+
+1. Navigate to your account settings in dbt Cloud.
+2. Select **Integrations**.
+3. Scroll to the Azure DevOps section.
+4. Complete the form:
+ - **Azure DevOps Organization:** Must match the name of your Azure DevOps organization exactly. Do not include the `dev.azure.com/` prefix in this field. ✅ Use `my-devops-org` ❌ Avoid `dev.azure.com/my-devops-org`
+ - **Application (client) ID:** Found in the Microsoft Entra ID app.
+ - **Client Secrets:** Copy the **Value** field in the Microsoft Entra ID app client secrets and paste it in the **Client Secret** field in dbt Cloud. Entra ID admins are responsible for the Entra ID app secret expiration and dbt Admins should note the expiration date for rotation.
+ - **Directory(tenant) ID:** Found in the Microsoft Entra ID app.
+
+
+Your Microsoft Entra ID app should now be added to your dbt Cloud Account. People on your team who want to develop in the dbt Cloud IDE or dbt Cloud CLI can now personally [authorize Azure DevOps from their profiles](/docs/cloud/git/authenticate-azure).
diff --git a/website/docs/docs/dbt-versions/release-notes.md b/website/docs/docs/dbt-versions/release-notes.md
index e9245399e6..8a0c282ec3 100644
--- a/website/docs/docs/dbt-versions/release-notes.md
+++ b/website/docs/docs/dbt-versions/release-notes.md
@@ -20,12 +20,12 @@ Release notes are grouped by month for both multi-tenant and virtual private clo
## December 2024
+- **Enhancement**: [Service principal](/docs/cloud/git/setup-azure#configure-the-entra-id-connection) is now available as an authentication type for the Azure DevOps integration. Service principals offer a level of security and reliability above service users, so talk to your teams about migrating.
- **Fix**: [The dbt Semantic Layer](/docs/use-dbt-semantic-layer/dbt-sl) now respects the BigQuery [`execution_project` attribute](/docs/core/connect-data-platform/bigquery-setup#execution-project), including for exports.
- **New**: [Model notifications](/docs/deploy/model-notifications) are now generally available in dbt Cloud. These notifications alert model owners through email about any issues encountered by models and tests as soon as they occur while running a job.
- **New**: You can now use your [Azure OpenAI key](/docs/cloud/account-integrations?ai-integration=azure#ai-integrations) (available in beta) to use dbt Cloud features like [dbt Copilot](/docs/cloud/dbt-copilot) and [Ask dbt](/docs/cloud-integrations/snowflake-native-app) . Additionally, you can use your own [OpenAI API key](/docs/cloud/account-integrations?ai-integration=openai#ai-integrations) or use [dbt Labs-managed OpenAI](/docs/cloud/account-integrations?ai-integration=dbtlabs#ai-integrations) key. Refer to [AI integrations](/docs/cloud/account-integrations#ai-integrations) for more information.
- **New**: The [`hard_deletes`](/reference/resource-configs/hard-deletes) config gives you more control on how to handle deleted rows from the source. Supported options are `ignore` (default), `invalidate` (replaces the legacy `invalidate_hard_deletes=true`), and `new_record`. Note that `new_record` will create a new metadata column in the snapshot table.
-
## November 2024
- **Enhancement**: Trust signal icons in dbt Explorer are now available for Exposures, providing a quick view of data health while browsing resources. To view trust signal icons, go to dbt Explorer and click **Exposures** under the **Resource** tab. Refer to [Trust signal for resources](/docs/collaborate/explore-projects#trust-signals-for-resources) for more info.
- **Bug**: Identified and fixed an error with Semantic Layer queries that take longer than 10 minutes to complete.
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