diff --git a/projects/vdk-core/src/vdk/api/data_job.py b/projects/vdk-core/src/vdk/api/data_job.py
index 3a07ef77f4..aaf579f59c 100644
--- a/projects/vdk-core/src/vdk/api/data_job.py
+++ b/projects/vdk-core/src/vdk/api/data_job.py
@@ -11,7 +11,7 @@
 class IStandaloneDataJob:
     """
     A contextmanager that initialises VDK and its plugins,
-    triggers plugin lifecycle hooks needed to expose an initialised IJobInput on entry
+    triggers plugin lifec needed to expose an initialised IJobInput on entry
     and finalization hooks when the context is exited
 
     NB: The following plugin hooks are not triggered:
diff --git a/projects/vdk-plugins/.plugin-common.yml b/projects/vdk-plugins/.plugin-common.yml
index f3edbcb00e..b991d00f63 100644
--- a/projects/vdk-plugins/.plugin-common.yml
+++ b/projects/vdk-plugins/.plugin-common.yml
@@ -44,9 +44,9 @@
        - "projects/vdk-core/src/**/*"
 
 .build-plugin-dind:
-  image: docker:23.0.6
+  image: docker:26.1.3
   services:
-    - docker:23.0.6-dind
+    - docker:26.1.3-dind
   variables:
     DOCKER_HOST: tcp://localhost:2375
     DOCKER_DRIVER: overlay2
diff --git a/projects/vdk-plugins/vdk-dag/src/vdk/plugin/dag/cached_data_job_executor.py b/projects/vdk-plugins/vdk-dag/src/vdk/plugin/dag/cached_data_job_executor.py
index 69c82fb266..940f1a9da1 100644
--- a/projects/vdk-plugins/vdk-dag/src/vdk/plugin/dag/cached_data_job_executor.py
+++ b/projects/vdk-plugins/vdk-dag/src/vdk/plugin/dag/cached_data_job_executor.py
@@ -24,7 +24,7 @@
 
 class TrackingDataJobExecutor:
     """
-    The purpose of this class is to execute Data Jobs, track them and change their
+    The purpose of  is to execute Data Jobs, track them and change their
     statuses accordingly.
     """
 
diff --git a/projects/vdk-plugins/vdk-impala/src/vdk/plugin/impala/impala_configuration.py b/projects/vdk-plugins/vdk-impala/src/vdk/plugin/impala/impala_configuration.py
index cff9faaf9d..05bd42623e 100644
--- a/projects/vdk-plugins/vdk-impala/src/vdk/plugin/impala/impala_configuration.py
+++ b/projects/vdk-plugins/vdk-impala/src/vdk/plugin/impala/impala_configuration.py
@@ -2,6 +2,7 @@
 # SPDX-License-Identifier: Apache-2.0
 from vdk.internal.core.config import ConfigurationBuilder
 
+
 IMPALA_HOST = "IMPALA_HOST"
 IMPALA_PORT = "IMPALA_PORT"
 IMPALA_DATABASE = "IMPALA_DATABASE"