diff --git a/CHANGELOG.md b/CHANGELOG.md
index 53625b2..c2aafa8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,27 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Security
 
+## 0.3.1
+
+Released October 10th, 2023.
+
+### Changed
+
+- Updated imports of deprecated Prefect Docker modules, bumping the minimum required Prefect version to 2.10.11 - [#118](https://github.com/PrefectHQ/prefect-azure/pull/118)
+
+### Fixed
+
+- Fixed errors when using deployment steps with `account_url` - [#121](https://github.com/PrefectHQ/prefect-azure/pull/121)
+
+## 0.3.0
+
+Released October 5th, 2023.
+
+### Changed
+
+- Added conditional import to support operating with pydantic>2 installed - [#119](https://github.com/PrefectHQ/prefect-azure/pull/119)
+- Updated subscription ID description to contain the expected format - [#120](https://github.com/PrefectHQ/prefect-azure/pull/120)
+
 ## 0.2.12
 
 Released August 21st, 2023.
diff --git a/prefect_azure/container_instance.py b/prefect_azure/container_instance.py
index 315255f..9c06f8d 100644
--- a/prefect_azure/container_instance.py
+++ b/prefect_azure/container_instance.py
@@ -74,7 +74,7 @@
 
 import anyio
 import dateutil.parser
-import prefect.infrastructure.docker
+import prefect.infrastructure.container
 from anyio.abc import TaskStatus
 from azure.core.exceptions import HttpResponseError, ResourceNotFoundError
 from azure.core.polling import LROPoller
@@ -95,10 +95,10 @@
     ResourceRequirements,
     UserAssignedIdentities,
 )
-from prefect.docker import get_prefect_image_name
 from prefect.exceptions import InfrastructureNotAvailable, InfrastructureNotFound
 from prefect.infrastructure.base import Infrastructure, InfrastructureResult
 from prefect.utilities.asyncutils import run_sync_in_worker_thread, sync_compatible
+from prefect.utilities.dockerutils import get_prefect_image_name
 from pydantic import VERSION as PYDANTIC_VERSION
 
 if PYDANTIC_VERSION.startswith("2."):
@@ -235,7 +235,7 @@ class AzureContainerInstanceJob(Infrastructure):
     )
     image_registry: Optional[
         Union[
-            prefect.infrastructure.docker.DockerRegistry,
+            prefect.infrastructure.container.DockerRegistry,
             ACRManagedIdentity,
         ]
     ] = Field(
@@ -593,7 +593,7 @@ def _configure_container_group(self, container: Container) -> ContainerGroup:
     @staticmethod
     def _create_image_registry_credentials(
         image_registry: Union[
-            prefect.infrastructure.docker.DockerRegistry,
+            prefect.infrastructure.container.DockerRegistry,
             ACRManagedIdentity,
             None,
         ]
@@ -611,7 +611,7 @@ def _create_image_registry_credentials(
             input doesn't match any of the expected types.
         """
         if image_registry and isinstance(
-            image_registry, prefect.infrastructure.docker.DockerRegistry
+            image_registry, prefect.infrastructure.container.DockerRegistry
         ):
             return [
                 ImageRegistryCredential(
diff --git a/prefect_azure/credentials.py b/prefect_azure/credentials.py
index 281439d..7f2c8ed 100644
--- a/prefect_azure/credentials.py
+++ b/prefect_azure/credentials.py
@@ -414,7 +414,8 @@ class AzureMlCredentials(Block):
         default=..., description="The service principal password/key."
     )
     subscription_id: str = Field(
-        default=..., description="The Azure subscription ID containing the workspace."
+        default=...,
+        description="The Azure subscription ID containing the workspace, in format: '00000000-0000-0000-0000-000000000000'.",  # noqa
     )
     resource_group: str = Field(
         default=..., description="The resource group containing the workspace."
diff --git a/prefect_azure/deployments/steps.py b/prefect_azure/deployments/steps.py
index a33828c..697e86e 100644
--- a/prefect_azure/deployments/steps.py
+++ b/prefect_azure/deployments/steps.py
@@ -33,7 +33,7 @@
 from pathlib import Path, PurePosixPath
 from typing import Dict, Optional
 
-from azure.identity.aio import DefaultAzureCredential
+from azure.identity import DefaultAzureCredential
 from azure.storage.blob import ContainerClient
 from prefect.utilities.filesystem import filter_files, relative_path_to_current_platform
 
diff --git a/prefect_azure/workers/container_instance.py b/prefect_azure/workers/container_instance.py
index 12fb210..5f569e0 100644
--- a/prefect_azure/workers/container_instance.py
+++ b/prefect_azure/workers/container_instance.py
@@ -90,11 +90,11 @@
 )
 from prefect import get_client
 from prefect.client.schemas import FlowRun
-from prefect.docker import get_prefect_image_name
 from prefect.exceptions import InfrastructureNotAvailable, InfrastructureNotFound
 from prefect.server.schemas.core import Flow
 from prefect.server.schemas.responses import DeploymentResponse
 from prefect.utilities.asyncutils import run_sync_in_worker_thread
+from prefect.utilities.dockerutils import get_prefect_image_name
 from prefect.workers.base import (
     BaseJobConfiguration,
     BaseVariables,
@@ -215,7 +215,7 @@ class AzureContainerJobConfiguration(BaseJobConfiguration):
     entrypoint: Optional[str] = Field(default=DEFAULT_CONTAINER_ENTRYPOINT)
     image_registry: Optional[
         Union[
-            prefect.infrastructure.docker.DockerRegistry,
+            prefect.infrastructure.container.DockerRegistry,
             ACRManagedIdentity,
         ]
     ] = Field(default=None)
@@ -296,7 +296,7 @@ def _add_image(self):
     def _add_image_registry_credentials(
         self,
         image_registry: Union[
-            prefect.infrastructure.docker.DockerRegistry,
+            prefect.infrastructure.container.DockerRegistry,
             ACRManagedIdentity,
             None,
         ],
@@ -309,7 +309,7 @@ def _add_image_registry_credentials(
             ACRManagedIdentity object.
         """
         if image_registry and isinstance(
-            image_registry, prefect.infrastructure.docker.DockerRegistry
+            image_registry, prefect.infrastructure.container.DockerRegistry
         ):
             self.arm_template["resources"][0]["properties"][
                 "imageRegistryCredentials"
@@ -431,7 +431,7 @@ class AzureContainerVariables(BaseVariables):
     )
     image_registry: Optional[
         Union[
-            prefect.infrastructure.docker.DockerRegistry,
+            prefect.infrastructure.container.DockerRegistry,
             ACRManagedIdentity,
         ]
     ] = Field(
diff --git a/requirements.txt b/requirements.txt
index a0f0240..8b66acc 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-prefect>=2.10.5
+prefect>=2.10.11
 azure_mgmt_containerinstance>=10.0
 azure_identity>=1.10
 azure-mgmt-resource>=21.2
diff --git a/tests/test_aci_infrastructure.py b/tests/test_aci_infrastructure.py
index 4c791ae..378edcd 100644
--- a/tests/test_aci_infrastructure.py
+++ b/tests/test_aci_infrastructure.py
@@ -15,7 +15,7 @@
 )
 from azure.mgmt.resource import ResourceManagementClient
 from prefect.exceptions import InfrastructureNotAvailable, InfrastructureNotFound
-from prefect.infrastructure.docker import DockerRegistry
+from prefect.infrastructure.container import DockerRegistry
 from prefect.settings import get_current_settings
 from pydantic import VERSION as PYDANTIC_VERSION
 
diff --git a/tests/test_aci_worker.py b/tests/test_aci_worker.py
index d9dbdf9..106fb7a 100644
--- a/tests/test_aci_worker.py
+++ b/tests/test_aci_worker.py
@@ -10,12 +10,12 @@
 from azure.identity import ClientSecretCredential
 from azure.mgmt.resource import ResourceManagementClient
 from prefect.client.schemas import FlowRun
-from prefect.docker import get_prefect_image_name
 from prefect.exceptions import InfrastructureNotFound
-from prefect.infrastructure.docker import DockerRegistry
+from prefect.infrastructure.container import DockerRegistry
 from prefect.server.schemas.core import Flow
 from prefect.settings import get_current_settings
 from prefect.testing.utilities import AsyncMock
+from prefect.utilities.dockerutils import get_prefect_image_name
 from pydantic import VERSION as PYDANTIC_VERSION
 
 if PYDANTIC_VERSION.startswith("2."):