diff --git a/dev/README_RELEASE_AIRFLOW.md b/dev/README_RELEASE_AIRFLOW.md
index df5ee7e3317fb..70baa5ab08f12 100644
--- a/dev/README_RELEASE_AIRFLOW.md
+++ b/dev/README_RELEASE_AIRFLOW.md
@@ -756,6 +756,7 @@ As a PMC member, you should be able to clone the SVN repository
 or update it if you already checked it out:
 
 ```shell script
+cd ${AIRFLOW_REPO_ROOT}
 cd ..
 [ -d asf-dist ] || svn checkout --depth=immediates https://dist.apache.org/repos/dist asf-dist
 svn update --set-depth=infinity asf-dist/dev/airflow
@@ -772,12 +773,12 @@ Optionally you can use the `breeze release-management check-release-files` comma
 present in SVN. This command may also help with verifying installation of the packages.
 
 ```shell script
-breeze release-management check-release-files airflow --version ${VERSION_RC} --path-to-airflow-svn "${PATH_TO_AIRFLOW_SVN}"
+breeze release-management check-release-files airflow --version ${VERSION_RC}
 ```
 
 
 ```shell script
-breeze release-management check-release-files task-sdk --version ${TASK_SDK_VERSION_RC} --path-to-airflow-svn "${PATH_TO_AIRFLOW_SVN}/task-sdk"
+breeze release-management check-release-files task-sdk --version ${TASK_SDK_VERSION_RC}
 ```
 
 ## Licence check
diff --git a/dev/breeze/src/airflow_breeze/commands/release_management_commands.py b/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
index 0d8e09f7a8cb7..1347125d13a98 100644
--- a/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
+++ b/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
@@ -4380,7 +4380,7 @@ def check_release_files(
         if release_type == "airflow":
             directory = path_to_airflow_svn / version
         elif release_type == "task-sdk":
-            directory = path_to_airflow_svn / version
+            directory = path_to_airflow_svn / "task-sdk" / version
         elif release_type == "airflow-ctl":
             directory = path_to_airflow_svn / "airflow-ctl" / version
         elif release_type == "python-client":
@@ -4412,10 +4412,14 @@ def check_release_files(
         )
     elif release_type == "airflow":
         missing_files = check_airflow_release(files, version)
-        create_docker(AIRFLOW_DOCKER.format(version), dockerfile_path)
+        create_docker(AIRFLOW_DOCKER.format(version, version), dockerfile_path)
     elif release_type == "task-sdk":
         missing_files = check_task_sdk_release(files, version)
-        create_docker(TASK_SDK_DOCKER.format(version), dockerfile_path)
+        airflow_version = version.replace("1", "3", 1)
+        create_docker(
+            TASK_SDK_DOCKER.format(version, airflow_version, airflow_version, airflow_version),
+            dockerfile_path,
+        )
     elif release_type == "airflow-ctl":
         missing_files = check_airflow_ctl_release(files, version)
         create_docker(AIRFLOW_CTL_DOCKER.format(version), dockerfile_path)
diff --git a/dev/breeze/src/airflow_breeze/utils/check_release_files.py b/dev/breeze/src/airflow_breeze/utils/check_release_files.py
index e5143e64b0ec5..8c64a413763fc 100644
--- a/dev/breeze/src/airflow_breeze/utils/check_release_files.py
+++ b/dev/breeze/src/airflow_breeze/utils/check_release_files.py
@@ -33,16 +33,16 @@
 AIRFLOW_DOCKER = """\
 FROM python:3.10
 
-# Upgrade
-RUN pip install "apache-airflow=={}"
+RUN pip install "apache-airflow=={}" \
+    --constraint "https://raw.githubusercontent.com/apache/airflow/constraints-{}/constraints-3.10.txt"
 
 """
 
 TASK_SDK_DOCKER = """\
 FROM python:3.10
 
-# Upgrade
-RUN pip install "apache-airflow-task-sdk=={}"
+RUN pip install "apache-airflow-task-sdk=={}" "apache-airflow-core=={}" "apache-airflow=={}"\
+  --constraint "https://raw.githubusercontent.com/apache/airflow/constraints-{}/constraints-3.10.txt"
 
 """