diff --git a/docs/guides/update-deprecated-resources.md b/docs/guides/update-deprecated-resources.md
index 262ef8d4c..5a8b1b54e 100644
--- a/docs/guides/update-deprecated-resources.md
+++ b/docs/guides/update-deprecated-resources.md
@@ -1,118 +1,91 @@
 ---
-page_title: "Update deprecated resources"
+page_title: "Migrate resources"
 ---
 
-# Update deprecated resources
+# Migrate resources
 
-Migrate from resources that have been deprecated or renamed.
+You can migrate your existing resources to new resources by updating your Terraform configuration and state file. Resources need to be migrated when:
 
-## Migrate renamed resources
+* A resource is deprecated in favor of a replacement. Deprecation notices are shown when planning and applying changes, in the documentation, and in the changelog.
+* A resource is changed in another interface like the Aiven Console or API. This can happen when Aiven makes changes like migrating customers from an
+  old feature to a new one. It can also happen in cases where you can only make a change, like an upgrade, in one of these other interfaces.
+  In these cases, you can update your Terraform configuration to match the actual state.
 
-Migrate renamed resources without destroying your existing resources.
+Details about changes to resources are available in the [changelog](https://github.com/aiven/terraform-provider-aiven/blob/main/CHANGELOG.md).
+Aiven also sends email notifications for situations like automatic migrations to new resources.
 
-1.  Optional: Backup your Terraform state file, `terraform.tfstate`, to use in the case
-    of a rollback.
-
-2.  Replace references to the deprecated resource with the new name. In
-    the following example, the `aiven_database` resource was replaced with
-    `aiven_pg_database`:
-
-    ```hcl
-    - resource "aiven_database" "mydatabase" {
-        project       = "myproject"
-        service_name  = "mypgservice"
-        database_name = "example-database"
-    }
-
-
-    + resource "aiven_pg_database" "mydatabase" {
-        project       = "myproject"
-        service_name  = "mypgservice"
-        database_name = "example-database"
-    }
-    ```
-
-3.  Preview removing the old resource from Terraform's control by running:
-
-    ```bash
-    terraform state rm -dry-run RESOURCE.RESOURCE_NAME
-    ```
-
-    For example, to preview removing the `aiven_database` resource named `mydatabase`, run:
-
-    ```bash
-    terraform state rm -dry-run aiven_database.mydatabase
-    ```
-
-4.  To remove the resource, run the command without the `-dry-run` flag:
-
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+## Migrate deprecated resources
 
-5.  Add the resource back to Terraform with the new name by [importing it](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
+To replace resources that are deprecated:
 
-    For example, to add the `aiven_pg_database` resource, run:
+1. Back up your Terraform state file, `terraform.tfstate`, so you can restore the previous state if needed.
 
-    ```bash
-    terraform import aiven_pg_database.mydatabase myproject/mypgservice/example-database
-    ```
+2. Replace all instances of the deprecated resource with the new resource in your Terraform files.
+   In the following example, the `aiven_database` resource was replaced with `aiven_pg_database`:
 
-6.  Preview your changes by running:
+   ```hcl
+   - resource "aiven_database" "mydatabase" {
+       project       = "myproject"
+       service_name  = "mypgservice"
+       database_name = "example-database"
+   }
 
-    ```bash
-    terraform plan
-    ```
 
-7.  To apply the new configuration, run:
+   + resource "aiven_pg_database" "mydatabase" {
+       project       = "myproject"
+       service_name  = "mypgservice"
+       database_name = "example-database"
+   }
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+   -> **Tip**
+   To list all resources in the state file, run: `terraform state list`
 
-## Migrate deprecated resources
+3. Preview removing all instances of the deprecated resource from Terraform's control by running:
 
-1.  Optional: Backup your Terraform state file, `terraform.tfstate`, to use in the case
-    of a rollback.
+   ```bash
+   terraform state rm -dry-run RESOURCE.RESOURCE_NAME
+   ```
 
-2.  Replace all instances of the deprecated resource with the new resource in your Terraform files.
+   For example, to preview removing the `aiven_database` resource named `mydatabase`, run:
 
-    -> **Tip**
-    To list all resources in the state file, run: `terraform state list`
+   ```bash
+   terraform state rm -dry-run aiven_database.mydatabase
+   ```
 
-3.  Preview removing the deprecated resource from Terraform's control by running:
+4. To remove the resources, run the command without the `-dry-run` flag:
 
-    ```bash
-    terraform state rm -dry-run RESOURCE.RESOURCE_NAME
-    ```
+   ```bash
+   terraform state rm RESOURCE.RESOURCE_NAME
+   ```
 
-4.  To remove the resource, run the command without the `-dry-run` flag:
+5. Add the new resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
 
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+   For example, to add the `aiven_pg_database` resource, run:
 
-5.  To preview your changes, run:
+   ```bash
+   terraform import aiven_pg_database.mydatabase myproject/mypgservice/example-database
+   ```
 
-    ```bash
-    terraform plan
-    ```
+6. To preview your configuration changes, run:
 
-6.  To add the new resource, apply the new configuration by running:
+   ```bash
+   terraform plan
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+7. To add the new resources, apply the new configuration by running:
 
-## Examples
+   ```bash
+   terraform apply --auto-approve
+   ```
 
-### Migrate to `aiven_organization_permission`
+## Migrate to `aiven_organization_permission`
 
 The `aiven_project_user` and `aiven_organization_group_project` resources have been replaced by
-the `aiven_organization_permission` resource. The following example shows you how to migrate to the new
-permissions resource.
+[the `aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission).
+This example shows you how to migrate to the new permission resource.
 
-The following file has a user assigned to a project with the read_only role and a group assigned to the same project with the operator role.
+The following file has a user assigned to a project with the read only role and a group assigned to the same project with the operator role.
 
 ```hcl
 # Project
@@ -126,14 +99,14 @@ data "aiven_organization_user_group" "example_group" {
   organization_id = aiven_organization.main.id
 }
 
-# Assign a user to a project
+# Assign a user to the project with the read only role
 resource "aiven_project_user" "example_project_user" {
   project     = data.aiven_project.example_project.project
   email       = "dana@example.com"
   member_type = "read_only"
 }
 
-# Assign a group to project with the operator role
+# Assign a group to the project with the operator role
 resource "aiven_organization_group_project" "example" {
   group_id = data.aiven_organization_user_group.example_group.group_id
   project  = data.aiven_project.example_project.project
@@ -155,8 +128,8 @@ resource "aiven_organization_group_project" "example" {
      organization_id = aiven_organization.main.id
    }
 
-   # New permissions resource granting the read_only role to the user
-   resource "aiven_organization_permission" "operator" {
+   # Grant the read_only role to the user and the operator role to the group
+   resource "aiven_organization_permission" "example_permissions" {
      organization_id = data.aiven_organization.main.id
      resource_id     = data.aiven_project.example_project.id
      resource_type   = "project"
@@ -167,13 +140,7 @@ resource "aiven_organization_group_project" "example" {
        principal_id   = "u123a456b7890c"
        principal_type = "user"
      }
-   }
 
-   # New permissions resource granting the operator role to the group
-   resource "aiven_organization_permission" "example" {
-     organization_id = data.aiven_organization.main.id
-     resource_id     = data.aiven_project.example_project.id
-     resource_type   = "project"
      permissions {
        permissions = [
          "operator"
@@ -184,46 +151,43 @@ resource "aiven_organization_group_project" "example" {
    }
    ```
 
-2. Remove the deprecated resources from Terraform's control by running:
-
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+   Where `principal_id` is the user or group ID. You can [get the IDs from the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
 
-    For example:
+2. Remove the deprecated resources from Terraform's control by running:
 
-    ```bash
-    terraform state rm aiven_organization_group_project.example
-    terraform state rm aiven_project_user.example_project_user
-    ```
+   ```bash
+   terraform state rm aiven_organization_group_project.example
+   terraform state rm aiven_project_user.example_project_user
+   ```
 
 3. Preview your changes by running:
 
-    ```bash
-    terraform plan
-    ```
+   ```bash
+   terraform plan
+   ```
 
-4.  To apply the new configuration, run:
+4. To apply the new configuration, run:
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+   ```bash
+   terraform apply --auto-approve
+   ```
 
-### Migrate to `aiven_organization_user_group`
+## Migrate to `aiven_organization_user_group`
 
-Teams have been deprecated and are being migrated to groups. Groups are an easier way to control access to your organization's projects and services for a group of users.
+Teams have been deprecated and are being migrated to groups. Groups are an easier way to 
+control access to your organization's projects and services for a group of users.
 
-* **On September 30, 2024 the Account Owners team will be removed.**
+* **On 30 September 2024 the Account Owners team will be removed.**
 
   The Account Owners and super admin are synced, so the removal of the
   Account Owners team will have no impact on existing permissions.
   Super admin have full access to organizations.
 
-* **From November 4, 2024 you won't be able to create new teams or update existing ones.**
+* **From 4 November 2024 you won't be able to create new teams or update existing ones.**
 
   To simplify the move, Aiven will also begin migrating your existing teams to groups.
 
-* **On December 2, 2024 all teams will be migrated to groups and deleted.**
+* **On 2 December 2024 all teams will be migrated to groups and deleted.**
 
   To make the transition to groups smoother, you can
   migrate your teams before this date.
@@ -235,68 +199,317 @@ Account Owners team.
 
 To migrate from teams to groups:
 
-1.  For each team, make a note of:
+1. For each team in your organization, make a note of:
+
+   * which users are members of the team
+   * which projects the team is assigned to
+   * the team's role for each project
+
+2. For each team, create a group with the same name. The following
+   sample creates a group using the
+   [`aiven_organization_user_group` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group).
+
+   ```hcl
+   resource "aiven_organization_user_group" "admin" {
+     organization_id = data.aiven_organization.main.id
+     name       = "Admin user group"
+     description = "Administrators"
+   }
+   ```
+
+   -> **Note**
+   Users on the Account Owners team automatically become super admin with full access to
+   manage the organization. You don't need to create a group for these users or manage
+   this team after the migration.
+
+3. To add the users to the groups, use the
+   [`aiven_organization_user_group_member` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group_member):
+
+   ```hcl
+   resource "aiven_organization_user_group_member" "admin_members" {
+     group_id         = aiven_organization_user_group.admin.group_id
+     organization_id  = data.aiven_organization.main.id
+     user_id          = "u123a456b7890c"
+   }
+   ```
 
-    * which users are members of the team
-    * which projects the team is assigned to
-    * the team's role for each project
+   You can [get IDs from the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
 
-2.  For each team in your organization, create a group with the same name. The following
-    sample creates a group using the
-    [`aiven_organization_user_group` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group).
+4. To add each new group to the same projects that the teams are assigned to, use the
+   [`aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission):
 
-    ```hcl
-    resource "aiven_organization_user_group" "admin" {
-      organization_id = data.aiven_organization.main.id
-      name       = "Admin user group"
-      description = "Administrators"
+   ```hcl
+   resource "aiven_organization_permission" "project_admin" {
+     organization_id = data.aiven_organization.main.id
+     resource_id     = data.aiven_project.example_project.id
+     resource_type   = "project"
+     permissions {
+       permissions = [
+         "admin"
+       ]
+       principal_id   = aiven_organization_user_group.admin.group_id
+       principal_type = "user_group"
+     }
+   }
+   ```
+
+5. Preview your changes by running:
+
+   ```bash
+   terraform plan
+   ```
+
+6. To apply the new configuration, run:
+
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+7. After confirming all users have the correct access, delete the team resources.
+
+
+## Update teams resources
+
+Teams have been replaced by groups. **On 2 December 2024 all existing teams will be migrated to groups and deleted.**
+
+If you didn't remove your teams, then the automatic migration will create
+groups with the same names, users, and assigned projects. After the automatic migration
+from teams to groups you will need to update your Terraform files with the groups resources.
+
+The following steps show you how to update your Terraform files to
+replace your team resources with the new groups. The example uses
+this file with a team that has one member and one project:
+
+```hcl
+terraform {
+  required_providers {
+    aiven = {
+      source  = "aiven/aiven"
+      version = ">=1.1.0, <1.1.0"
     }
-    ```
+  }
+}
 
-    -> **Note**
-    Users on the Account Owners team automatically become super admin with full access to
-    manage the organization. You don't need to create a group for these users or manage
-    this team after the migration.
+provider "aiven" {
+  api_token = var.aiven_token
+}
 
-3.  To add the users to the groups, use the
-    [`aiven_organization_user_group_member` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group_member):
+# Your account
+data "aiven_account" "main" {
+  name = "Example Account"
+}
+
+# Your project
+data "aiven_project" "example_project" {
+  project = "example-project"
+}
 
-    ```hcl
-    resource "aiven_organization_user_group_member" "admin_members" {
-      group_id      = aiven_organization_user_group.admin.group_id
-      organization_id = data.aiven_organization.main.id
-      user_id = "u123a456b7890c"
+# Team
+resource "aiven_account_team" "example_team" {
+  account_id = data.aiven_account.main.account_id
+  name       = "Example team"
+}
+
+# Team member
+resource "aiven_account_team_member" "example_team_member" {
+  account_id = data.aiven_account.main.account_id
+  team_id    = aiven_account_team.example_team.team_id
+  user_email = "amal@example.com"
+}
+
+# Team added to the project
+resource "aiven_account_team_project" "main" {
+  account_id   = data.aiven_account.main.account_id
+  team_id      = aiven_account_team.example_team.team_id
+  project_name = data.aiven_project.example_project.project
+  team_type    = "admin"
+}
+```
+
+1. Replace the `aiven_account_team` resources with
+   `aiven_organization_user_group`:
+
+   ```hcl
+   # The new group created by Aiven from a team of the same name.
+   resource "aiven_organization_user_group" "example_group" {
+    name            = "Example group"
+    description     = ""
+    organization_id = "org1a23f456789"
     }
-    ```
-
-4.  To add each new group to the same projects that the teams are assigned to, use the
-    [`aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission):
-
-    ```hcl
-    resource "aiven_organization_permission" "project_admin" {
-      organization_id = data.aiven_organization.main.id
-      resource_id     = data.aiven_project.example_project.id
-      resource_type   = "project"
-      permissions {
-        permissions = [
-          "admin"
-        ]
-        principal_id   = aiven_organization_user_group.admin.group_id
-        principal_type = "user_group"
+   ```
+
+   You can [get the IDs](https://docs.aiven.io/docs/platform/reference/get-resource-IDs) in the Aiven Console.
+
+2. Replace the `aiven_account_team_member` resources with
+   `aiven_organization_user_group_member`:
+
+   ```hcl
+   resource "aiven_organization_user_group_member" "project_admin" {
+       group_id        = aiven_organization_user_group.example_group.group_id
+       organization_id = "org1a23f456789"
+       user_id         = "u123a456b7890c"
+    }
+   ```
+
+3. Replace the `aiven_account_team_project` resources with
+    `aiven_organization_permission`:
+
+      ```hcl
+      resource "aiven_organization_permission" "main" {
+        organization_id = data.aiven_organization.main.id
+        resource_id     = data.aiven_project.example_project.id
+        resource_type   = "project"
+        permissions {
+          permissions = [
+            "admin"
+          ]
+          principal_id   = aiven_organization_user_group.example_group.group_id
+          principal_type = "user_group"
+        }
       }
+      ```
+
+4. To remove Terraform's control of the team resources in this list run:
+
+   ```bash
+   terraform state rm aiven_account_team.example_team
+   terraform state rm aiven_account_team_member.example_team_member
+   terraform state rm aiven_account_team_project.main
+   ```
+
+5. Add the group resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
+    * For groups, run:
+
+      ```bash
+      terraform import aiven_organization_user_group.example_group ORGANIZATION_ID/USER_GROUP_ID
+      ```
+
+    * For group members, run:
+      ```bash
+      terraform import aiven_organization_user_group_member.project_admin ORGANIZATION_ID/USER_GROUP_ID/USER_ID
+      ```
+
+    * For projects assigned to the groups:
+
+      ```bash
+      terraform import aiven_organization_group_project.main PROJECT/USER_GROUP_ID
+      ```
+
+    Where:
+    * `ORGANIZATION_ID` is the ID of the organization the group is in.
+    * `USER_GROUP_ID` is the ID of the user group in the format `ug123a456b7890c`.
+    * `USER_ID` is the ID of the user in the format `u123a456b7890c`.
+    * `PROJECT` is the name of the project.
+
+    You can [get IDs in the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
+
+6. To preview the changes, run:
+
+   ```bash
+   terraform plan
+   ```
+
+   -> The user group resources will be replaced. This is expected behavior.
+
+7. To apply the changes, run:
+
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+8. To confirm the changes, list the resources in the state file by running:
+
+   ```bash
+   terraform state list
+   ```
+
+## Update `aiven_redis` resources after Valkey upgrade
+
+After you [upgrade from Aiven for Caching to Aiven for Valkey™](https://aiven.io/docs/products/caching/howto/upgrade-aiven-for-caching-to-valkey), update your
+Terraform configraution to use the `aiven_valkey` resource. Aiven for Caching can only be upgraded to Valkey using the Aiven Console or the Aiven API.
+
+The following steps show you how to update your Terraform files using this example file with an Aiven for Caching service:
+
+```hcl
+resource "aiven_redis" "caching_service" {
+ project      = data.aiven_project.example_project.project
+ cloud_name   = "google-europe-west1"
+ plan         = "business-4"
+ service_name = "example-caching-service"
+
+ redis_user_config {
+   redis_timeout = 120
+   redis_maxmemory_policy = "allkeys-random"
+ }
+}
+
+resource "aiven_redis_user" "caching_example_user" {
+  service_name = aiven_redis.caching_service.service_name
+  project      = data.aiven_project.example_project.project
+  username     = "example-user"
+  password     = var.caching_user_pw
+}
+```
+
+1. Replace the `aiven_redis` resources with `aiven_valkey`:
+
+   ```hcl
+   resource "aiven_valkey" "caching_service" {
+    project      = data.aiven_project.example_project.project
+    cloud_name   = "google-europe-west1"
+    plan         = "business-4"
+    service_name = "example-caching-service"
+
+    valkey_user_config {
+      valkey_timeout = 120
+      valkey_maxmemory_policy = "allkeys-random"
     }
-    ```
+   }
+   ```
+
+2. Replace `aiven_redis_user` resources with `aiven_valkey_user`:
+
+   ```hcl
+   resource "aiven_valkey_user" "caching_example_user" {
+      service_name = aiven_redis.caching_service.service_name
+      project      = data.aiven_project.example_project.project
+      username     = "example-user"
+      password     = var.caching_user_pw
+   }
+   ```
+
+3. To remove Terraform's control of the aiven_redis resources, run:
+
+   ```bash
+   terraform state rm aiven_redis.caching_service
+   terraform state rm aiven_redis_user.caching_example_user
+   ```
 
-5.  Preview your changes by running:
+4. Add the Valkey resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
 
-    ```bash
-    terraform plan
-    ```
+   For example:
 
-6.  To apply the new configuration, run:
+   ```bash
+   terraform import aiven_valkey.caching_service PROJECT/example-caching-service
+   terraform import aiven_valkey_user.user PROJECT/example-caching-service/example-user
+   ```
+
+  Where `PROJECT` is the name of the project.
+
+5. To preview the changes, run:
+
+   ```bash
+   terraform plan
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+6. To apply the changes, run:
 
-7.  After confirming all users have the correct access, delete the team resources.
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+7. To confirm the changes, list the resources in the state file by running:
+
+   ```bash
+   terraform state list
+   ```
diff --git a/templates/guides/update-deprecated-resources.md b/templates/guides/update-deprecated-resources.md
index 262ef8d4c..5a8b1b54e 100644
--- a/templates/guides/update-deprecated-resources.md
+++ b/templates/guides/update-deprecated-resources.md
@@ -1,118 +1,91 @@
 ---
-page_title: "Update deprecated resources"
+page_title: "Migrate resources"
 ---
 
-# Update deprecated resources
+# Migrate resources
 
-Migrate from resources that have been deprecated or renamed.
+You can migrate your existing resources to new resources by updating your Terraform configuration and state file. Resources need to be migrated when:
 
-## Migrate renamed resources
+* A resource is deprecated in favor of a replacement. Deprecation notices are shown when planning and applying changes, in the documentation, and in the changelog.
+* A resource is changed in another interface like the Aiven Console or API. This can happen when Aiven makes changes like migrating customers from an
+  old feature to a new one. It can also happen in cases where you can only make a change, like an upgrade, in one of these other interfaces.
+  In these cases, you can update your Terraform configuration to match the actual state.
 
-Migrate renamed resources without destroying your existing resources.
+Details about changes to resources are available in the [changelog](https://github.com/aiven/terraform-provider-aiven/blob/main/CHANGELOG.md).
+Aiven also sends email notifications for situations like automatic migrations to new resources.
 
-1.  Optional: Backup your Terraform state file, `terraform.tfstate`, to use in the case
-    of a rollback.
-
-2.  Replace references to the deprecated resource with the new name. In
-    the following example, the `aiven_database` resource was replaced with
-    `aiven_pg_database`:
-
-    ```hcl
-    - resource "aiven_database" "mydatabase" {
-        project       = "myproject"
-        service_name  = "mypgservice"
-        database_name = "example-database"
-    }
-
-
-    + resource "aiven_pg_database" "mydatabase" {
-        project       = "myproject"
-        service_name  = "mypgservice"
-        database_name = "example-database"
-    }
-    ```
-
-3.  Preview removing the old resource from Terraform's control by running:
-
-    ```bash
-    terraform state rm -dry-run RESOURCE.RESOURCE_NAME
-    ```
-
-    For example, to preview removing the `aiven_database` resource named `mydatabase`, run:
-
-    ```bash
-    terraform state rm -dry-run aiven_database.mydatabase
-    ```
-
-4.  To remove the resource, run the command without the `-dry-run` flag:
-
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+## Migrate deprecated resources
 
-5.  Add the resource back to Terraform with the new name by [importing it](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
+To replace resources that are deprecated:
 
-    For example, to add the `aiven_pg_database` resource, run:
+1. Back up your Terraform state file, `terraform.tfstate`, so you can restore the previous state if needed.
 
-    ```bash
-    terraform import aiven_pg_database.mydatabase myproject/mypgservice/example-database
-    ```
+2. Replace all instances of the deprecated resource with the new resource in your Terraform files.
+   In the following example, the `aiven_database` resource was replaced with `aiven_pg_database`:
 
-6.  Preview your changes by running:
+   ```hcl
+   - resource "aiven_database" "mydatabase" {
+       project       = "myproject"
+       service_name  = "mypgservice"
+       database_name = "example-database"
+   }
 
-    ```bash
-    terraform plan
-    ```
 
-7.  To apply the new configuration, run:
+   + resource "aiven_pg_database" "mydatabase" {
+       project       = "myproject"
+       service_name  = "mypgservice"
+       database_name = "example-database"
+   }
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+   -> **Tip**
+   To list all resources in the state file, run: `terraform state list`
 
-## Migrate deprecated resources
+3. Preview removing all instances of the deprecated resource from Terraform's control by running:
 
-1.  Optional: Backup your Terraform state file, `terraform.tfstate`, to use in the case
-    of a rollback.
+   ```bash
+   terraform state rm -dry-run RESOURCE.RESOURCE_NAME
+   ```
 
-2.  Replace all instances of the deprecated resource with the new resource in your Terraform files.
+   For example, to preview removing the `aiven_database` resource named `mydatabase`, run:
 
-    -> **Tip**
-    To list all resources in the state file, run: `terraform state list`
+   ```bash
+   terraform state rm -dry-run aiven_database.mydatabase
+   ```
 
-3.  Preview removing the deprecated resource from Terraform's control by running:
+4. To remove the resources, run the command without the `-dry-run` flag:
 
-    ```bash
-    terraform state rm -dry-run RESOURCE.RESOURCE_NAME
-    ```
+   ```bash
+   terraform state rm RESOURCE.RESOURCE_NAME
+   ```
 
-4.  To remove the resource, run the command without the `-dry-run` flag:
+5. Add the new resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
 
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+   For example, to add the `aiven_pg_database` resource, run:
 
-5.  To preview your changes, run:
+   ```bash
+   terraform import aiven_pg_database.mydatabase myproject/mypgservice/example-database
+   ```
 
-    ```bash
-    terraform plan
-    ```
+6. To preview your configuration changes, run:
 
-6.  To add the new resource, apply the new configuration by running:
+   ```bash
+   terraform plan
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+7. To add the new resources, apply the new configuration by running:
 
-## Examples
+   ```bash
+   terraform apply --auto-approve
+   ```
 
-### Migrate to `aiven_organization_permission`
+## Migrate to `aiven_organization_permission`
 
 The `aiven_project_user` and `aiven_organization_group_project` resources have been replaced by
-the `aiven_organization_permission` resource. The following example shows you how to migrate to the new
-permissions resource.
+[the `aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission).
+This example shows you how to migrate to the new permission resource.
 
-The following file has a user assigned to a project with the read_only role and a group assigned to the same project with the operator role.
+The following file has a user assigned to a project with the read only role and a group assigned to the same project with the operator role.
 
 ```hcl
 # Project
@@ -126,14 +99,14 @@ data "aiven_organization_user_group" "example_group" {
   organization_id = aiven_organization.main.id
 }
 
-# Assign a user to a project
+# Assign a user to the project with the read only role
 resource "aiven_project_user" "example_project_user" {
   project     = data.aiven_project.example_project.project
   email       = "dana@example.com"
   member_type = "read_only"
 }
 
-# Assign a group to project with the operator role
+# Assign a group to the project with the operator role
 resource "aiven_organization_group_project" "example" {
   group_id = data.aiven_organization_user_group.example_group.group_id
   project  = data.aiven_project.example_project.project
@@ -155,8 +128,8 @@ resource "aiven_organization_group_project" "example" {
      organization_id = aiven_organization.main.id
    }
 
-   # New permissions resource granting the read_only role to the user
-   resource "aiven_organization_permission" "operator" {
+   # Grant the read_only role to the user and the operator role to the group
+   resource "aiven_organization_permission" "example_permissions" {
      organization_id = data.aiven_organization.main.id
      resource_id     = data.aiven_project.example_project.id
      resource_type   = "project"
@@ -167,13 +140,7 @@ resource "aiven_organization_group_project" "example" {
        principal_id   = "u123a456b7890c"
        principal_type = "user"
      }
-   }
 
-   # New permissions resource granting the operator role to the group
-   resource "aiven_organization_permission" "example" {
-     organization_id = data.aiven_organization.main.id
-     resource_id     = data.aiven_project.example_project.id
-     resource_type   = "project"
      permissions {
        permissions = [
          "operator"
@@ -184,46 +151,43 @@ resource "aiven_organization_group_project" "example" {
    }
    ```
 
-2. Remove the deprecated resources from Terraform's control by running:
-
-    ```bash
-    terraform state rm RESOURCE.RESOURCE_NAME
-    ```
+   Where `principal_id` is the user or group ID. You can [get the IDs from the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
 
-    For example:
+2. Remove the deprecated resources from Terraform's control by running:
 
-    ```bash
-    terraform state rm aiven_organization_group_project.example
-    terraform state rm aiven_project_user.example_project_user
-    ```
+   ```bash
+   terraform state rm aiven_organization_group_project.example
+   terraform state rm aiven_project_user.example_project_user
+   ```
 
 3. Preview your changes by running:
 
-    ```bash
-    terraform plan
-    ```
+   ```bash
+   terraform plan
+   ```
 
-4.  To apply the new configuration, run:
+4. To apply the new configuration, run:
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+   ```bash
+   terraform apply --auto-approve
+   ```
 
-### Migrate to `aiven_organization_user_group`
+## Migrate to `aiven_organization_user_group`
 
-Teams have been deprecated and are being migrated to groups. Groups are an easier way to control access to your organization's projects and services for a group of users.
+Teams have been deprecated and are being migrated to groups. Groups are an easier way to 
+control access to your organization's projects and services for a group of users.
 
-* **On September 30, 2024 the Account Owners team will be removed.**
+* **On 30 September 2024 the Account Owners team will be removed.**
 
   The Account Owners and super admin are synced, so the removal of the
   Account Owners team will have no impact on existing permissions.
   Super admin have full access to organizations.
 
-* **From November 4, 2024 you won't be able to create new teams or update existing ones.**
+* **From 4 November 2024 you won't be able to create new teams or update existing ones.**
 
   To simplify the move, Aiven will also begin migrating your existing teams to groups.
 
-* **On December 2, 2024 all teams will be migrated to groups and deleted.**
+* **On 2 December 2024 all teams will be migrated to groups and deleted.**
 
   To make the transition to groups smoother, you can
   migrate your teams before this date.
@@ -235,68 +199,317 @@ Account Owners team.
 
 To migrate from teams to groups:
 
-1.  For each team, make a note of:
+1. For each team in your organization, make a note of:
+
+   * which users are members of the team
+   * which projects the team is assigned to
+   * the team's role for each project
+
+2. For each team, create a group with the same name. The following
+   sample creates a group using the
+   [`aiven_organization_user_group` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group).
+
+   ```hcl
+   resource "aiven_organization_user_group" "admin" {
+     organization_id = data.aiven_organization.main.id
+     name       = "Admin user group"
+     description = "Administrators"
+   }
+   ```
+
+   -> **Note**
+   Users on the Account Owners team automatically become super admin with full access to
+   manage the organization. You don't need to create a group for these users or manage
+   this team after the migration.
+
+3. To add the users to the groups, use the
+   [`aiven_organization_user_group_member` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group_member):
+
+   ```hcl
+   resource "aiven_organization_user_group_member" "admin_members" {
+     group_id         = aiven_organization_user_group.admin.group_id
+     organization_id  = data.aiven_organization.main.id
+     user_id          = "u123a456b7890c"
+   }
+   ```
 
-    * which users are members of the team
-    * which projects the team is assigned to
-    * the team's role for each project
+   You can [get IDs from the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
 
-2.  For each team in your organization, create a group with the same name. The following
-    sample creates a group using the
-    [`aiven_organization_user_group` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group).
+4. To add each new group to the same projects that the teams are assigned to, use the
+   [`aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission):
 
-    ```hcl
-    resource "aiven_organization_user_group" "admin" {
-      organization_id = data.aiven_organization.main.id
-      name       = "Admin user group"
-      description = "Administrators"
+   ```hcl
+   resource "aiven_organization_permission" "project_admin" {
+     organization_id = data.aiven_organization.main.id
+     resource_id     = data.aiven_project.example_project.id
+     resource_type   = "project"
+     permissions {
+       permissions = [
+         "admin"
+       ]
+       principal_id   = aiven_organization_user_group.admin.group_id
+       principal_type = "user_group"
+     }
+   }
+   ```
+
+5. Preview your changes by running:
+
+   ```bash
+   terraform plan
+   ```
+
+6. To apply the new configuration, run:
+
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+7. After confirming all users have the correct access, delete the team resources.
+
+
+## Update teams resources
+
+Teams have been replaced by groups. **On 2 December 2024 all existing teams will be migrated to groups and deleted.**
+
+If you didn't remove your teams, then the automatic migration will create
+groups with the same names, users, and assigned projects. After the automatic migration
+from teams to groups you will need to update your Terraform files with the groups resources.
+
+The following steps show you how to update your Terraform files to
+replace your team resources with the new groups. The example uses
+this file with a team that has one member and one project:
+
+```hcl
+terraform {
+  required_providers {
+    aiven = {
+      source  = "aiven/aiven"
+      version = ">=1.1.0, <1.1.0"
     }
-    ```
+  }
+}
 
-    -> **Note**
-    Users on the Account Owners team automatically become super admin with full access to
-    manage the organization. You don't need to create a group for these users or manage
-    this team after the migration.
+provider "aiven" {
+  api_token = var.aiven_token
+}
 
-3.  To add the users to the groups, use the
-    [`aiven_organization_user_group_member` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_user_group_member):
+# Your account
+data "aiven_account" "main" {
+  name = "Example Account"
+}
+
+# Your project
+data "aiven_project" "example_project" {
+  project = "example-project"
+}
 
-    ```hcl
-    resource "aiven_organization_user_group_member" "admin_members" {
-      group_id      = aiven_organization_user_group.admin.group_id
-      organization_id = data.aiven_organization.main.id
-      user_id = "u123a456b7890c"
+# Team
+resource "aiven_account_team" "example_team" {
+  account_id = data.aiven_account.main.account_id
+  name       = "Example team"
+}
+
+# Team member
+resource "aiven_account_team_member" "example_team_member" {
+  account_id = data.aiven_account.main.account_id
+  team_id    = aiven_account_team.example_team.team_id
+  user_email = "amal@example.com"
+}
+
+# Team added to the project
+resource "aiven_account_team_project" "main" {
+  account_id   = data.aiven_account.main.account_id
+  team_id      = aiven_account_team.example_team.team_id
+  project_name = data.aiven_project.example_project.project
+  team_type    = "admin"
+}
+```
+
+1. Replace the `aiven_account_team` resources with
+   `aiven_organization_user_group`:
+
+   ```hcl
+   # The new group created by Aiven from a team of the same name.
+   resource "aiven_organization_user_group" "example_group" {
+    name            = "Example group"
+    description     = ""
+    organization_id = "org1a23f456789"
     }
-    ```
-
-4.  To add each new group to the same projects that the teams are assigned to, use the
-    [`aiven_organization_permission` resource](https://registry.terraform.io/providers/aiven/aiven/latest/docs/resources/organization_permission):
-
-    ```hcl
-    resource "aiven_organization_permission" "project_admin" {
-      organization_id = data.aiven_organization.main.id
-      resource_id     = data.aiven_project.example_project.id
-      resource_type   = "project"
-      permissions {
-        permissions = [
-          "admin"
-        ]
-        principal_id   = aiven_organization_user_group.admin.group_id
-        principal_type = "user_group"
+   ```
+
+   You can [get the IDs](https://docs.aiven.io/docs/platform/reference/get-resource-IDs) in the Aiven Console.
+
+2. Replace the `aiven_account_team_member` resources with
+   `aiven_organization_user_group_member`:
+
+   ```hcl
+   resource "aiven_organization_user_group_member" "project_admin" {
+       group_id        = aiven_organization_user_group.example_group.group_id
+       organization_id = "org1a23f456789"
+       user_id         = "u123a456b7890c"
+    }
+   ```
+
+3. Replace the `aiven_account_team_project` resources with
+    `aiven_organization_permission`:
+
+      ```hcl
+      resource "aiven_organization_permission" "main" {
+        organization_id = data.aiven_organization.main.id
+        resource_id     = data.aiven_project.example_project.id
+        resource_type   = "project"
+        permissions {
+          permissions = [
+            "admin"
+          ]
+          principal_id   = aiven_organization_user_group.example_group.group_id
+          principal_type = "user_group"
+        }
       }
+      ```
+
+4. To remove Terraform's control of the team resources in this list run:
+
+   ```bash
+   terraform state rm aiven_account_team.example_team
+   terraform state rm aiven_account_team_member.example_team_member
+   terraform state rm aiven_account_team_project.main
+   ```
+
+5. Add the group resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
+    * For groups, run:
+
+      ```bash
+      terraform import aiven_organization_user_group.example_group ORGANIZATION_ID/USER_GROUP_ID
+      ```
+
+    * For group members, run:
+      ```bash
+      terraform import aiven_organization_user_group_member.project_admin ORGANIZATION_ID/USER_GROUP_ID/USER_ID
+      ```
+
+    * For projects assigned to the groups:
+
+      ```bash
+      terraform import aiven_organization_group_project.main PROJECT/USER_GROUP_ID
+      ```
+
+    Where:
+    * `ORGANIZATION_ID` is the ID of the organization the group is in.
+    * `USER_GROUP_ID` is the ID of the user group in the format `ug123a456b7890c`.
+    * `USER_ID` is the ID of the user in the format `u123a456b7890c`.
+    * `PROJECT` is the name of the project.
+
+    You can [get IDs in the Aiven Console](https://docs.aiven.io/docs/platform/reference/get-resource-IDs).
+
+6. To preview the changes, run:
+
+   ```bash
+   terraform plan
+   ```
+
+   -> The user group resources will be replaced. This is expected behavior.
+
+7. To apply the changes, run:
+
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+8. To confirm the changes, list the resources in the state file by running:
+
+   ```bash
+   terraform state list
+   ```
+
+## Update `aiven_redis` resources after Valkey upgrade
+
+After you [upgrade from Aiven for Caching to Aiven for Valkey™](https://aiven.io/docs/products/caching/howto/upgrade-aiven-for-caching-to-valkey), update your
+Terraform configraution to use the `aiven_valkey` resource. Aiven for Caching can only be upgraded to Valkey using the Aiven Console or the Aiven API.
+
+The following steps show you how to update your Terraform files using this example file with an Aiven for Caching service:
+
+```hcl
+resource "aiven_redis" "caching_service" {
+ project      = data.aiven_project.example_project.project
+ cloud_name   = "google-europe-west1"
+ plan         = "business-4"
+ service_name = "example-caching-service"
+
+ redis_user_config {
+   redis_timeout = 120
+   redis_maxmemory_policy = "allkeys-random"
+ }
+}
+
+resource "aiven_redis_user" "caching_example_user" {
+  service_name = aiven_redis.caching_service.service_name
+  project      = data.aiven_project.example_project.project
+  username     = "example-user"
+  password     = var.caching_user_pw
+}
+```
+
+1. Replace the `aiven_redis` resources with `aiven_valkey`:
+
+   ```hcl
+   resource "aiven_valkey" "caching_service" {
+    project      = data.aiven_project.example_project.project
+    cloud_name   = "google-europe-west1"
+    plan         = "business-4"
+    service_name = "example-caching-service"
+
+    valkey_user_config {
+      valkey_timeout = 120
+      valkey_maxmemory_policy = "allkeys-random"
     }
-    ```
+   }
+   ```
+
+2. Replace `aiven_redis_user` resources with `aiven_valkey_user`:
+
+   ```hcl
+   resource "aiven_valkey_user" "caching_example_user" {
+      service_name = aiven_redis.caching_service.service_name
+      project      = data.aiven_project.example_project.project
+      username     = "example-user"
+      password     = var.caching_user_pw
+   }
+   ```
+
+3. To remove Terraform's control of the aiven_redis resources, run:
+
+   ```bash
+   terraform state rm aiven_redis.caching_service
+   terraform state rm aiven_redis_user.caching_example_user
+   ```
 
-5.  Preview your changes by running:
+4. Add the Valkey resources to Terraform by [importing them](https://registry.terraform.io/providers/aiven/aiven/latest/docs/guides/importing-resources).
 
-    ```bash
-    terraform plan
-    ```
+   For example:
 
-6.  To apply the new configuration, run:
+   ```bash
+   terraform import aiven_valkey.caching_service PROJECT/example-caching-service
+   terraform import aiven_valkey_user.user PROJECT/example-caching-service/example-user
+   ```
+
+  Where `PROJECT` is the name of the project.
+
+5. To preview the changes, run:
+
+   ```bash
+   terraform plan
+   ```
 
-    ```bash
-    terraform apply --auto-approve
-    ```
+6. To apply the changes, run:
 
-7.  After confirming all users have the correct access, delete the team resources.
+   ```bash
+   terraform apply --auto-approve
+   ```
+
+7. To confirm the changes, list the resources in the state file by running:
+
+   ```bash
+   terraform state list
+   ```