diff --git a/.scripts/update_refs.sh b/.scripts/update_refs.sh
index abe1f622..32cd97ed 100755
--- a/.scripts/update_refs.sh
+++ b/.scripts/update_refs.sh
@@ -35,10 +35,10 @@ function prepend {
 function maybe_commit {
   [ "$COMMIT" == "true" ] || return 0
   local MESSAGE="$1"
-  PATCH=$(mktemp)
+  PATCH=$(mktemp --suffix=.diff)
   git add -u
   git diff --staged > "$PATCH"
-  git commit -S -m "$MESSAGE" --no-verify
+  git diff-index --quiet HEAD -- || git commit -S -m "$MESSAGE" --no-verify
   echo "patch written to: $PATCH" | prepend "\t"
 }
 
@@ -55,8 +55,8 @@ if [[ "$CURRENT_BRANCH" == release-* ]]; then
 
   # Replace 0.0.0-dev refs with ${STACKABLE_RELEASE}.0
   # TODO (@NickLarsenNZ): handle patches later, and what about release-candidates?
-  SEARCH='stackable(0\.0\.0-dev|24\.7\.[0-9]+)' # TODO (@NickLarsenNZ): After https://github.com/stackabletech/stackable-cockpit/issues/310, only search for 0.0.0-dev
-  REPLACEMENT="stackable${STACKABLE_RELEASE}.0" # TODO (@NickLarsenNZ): Be a bit smarter about patch releases.
+  SEARCH='stackable(0\.0\.0-dev|24\.7\.[0-9]+|24\.11\.0)' # TODO (@NickLarsenNZ): After https://github.com/stackabletech/stackable-cockpit/issues/310, only search for 0.0.0-dev
+  REPLACEMENT="stackable${STACKABLE_RELEASE}.1" # TODO (@NickLarsenNZ): Be a bit smarter about patch releases.
   MESSAGE="Update image references with $REPLACEMENT"
   echo "$MESSAGE"
   find demos stacks -type f \
diff --git a/demos/airflow-scheduled-job/03-enable-and-run-spark-dag.yaml b/demos/airflow-scheduled-job/03-enable-and-run-spark-dag.yaml
index a64c4e7b..46e2760f 100644
--- a/demos/airflow-scheduled-job/03-enable-and-run-spark-dag.yaml
+++ b/demos/airflow-scheduled-job/03-enable-and-run-spark-dag.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: start-pyspark-job
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           # N.B. it is possible for the scheduler to report that a DAG exists, only for the worker task to fail if a pod is unexpectedly
           # restarted. Additionally, the db-init job takes a few minutes to complete before the cluster is deployed. The wait/watch steps
           # below are not "water-tight" but add a layer of stability by at least ensuring that the db is initialized and ready and that
diff --git a/demos/airflow-scheduled-job/04-enable-and-run-date-dag.yaml b/demos/airflow-scheduled-job/04-enable-and-run-date-dag.yaml
index fc0dff9e..84c42550 100644
--- a/demos/airflow-scheduled-job/04-enable-and-run-date-dag.yaml
+++ b/demos/airflow-scheduled-job/04-enable-and-run-date-dag.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: start-date-job
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           # N.B. it is possible for the scheduler to report that a DAG exists, only for the worker task to fail if a pod is unexpectedly
           # restarted. Additionally, the db-init job takes a few minutes to complete before the cluster is deployed. The wait/watch steps
           # below are not "water-tight" but add a layer of stability by at least ensuring that the db is initialized and ready and that
diff --git a/demos/data-lakehouse-iceberg-trino-spark/create-nifi-ingestion-job.yaml b/demos/data-lakehouse-iceberg-trino-spark/create-nifi-ingestion-job.yaml
index 8ae380ec..98472784 100644
--- a/demos/data-lakehouse-iceberg-trino-spark/create-nifi-ingestion-job.yaml
+++ b/demos/data-lakehouse-iceberg-trino-spark/create-nifi-ingestion-job.yaml
@@ -9,11 +9,11 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-kafka
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for all kafka brokers to be ready' && kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/instance=kafka -l app.kubernetes.io/name=kafka"]
       containers:
         - name: create-nifi-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/data-lakehouse-iceberg-trino-spark/LakehouseKafkaIngest.xml && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/data-lakehouse-iceberg-trino-spark/create-spark-ingestion-job.yaml b/demos/data-lakehouse-iceberg-trino-spark/create-spark-ingestion-job.yaml
index 5e567e3f..526a8867 100644
--- a/demos/data-lakehouse-iceberg-trino-spark/create-spark-ingestion-job.yaml
+++ b/demos/data-lakehouse-iceberg-trino-spark/create-spark-ingestion-job.yaml
@@ -12,11 +12,11 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-kafka
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for all kafka brokers to be ready' && kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/name=kafka -l app.kubernetes.io/instance=kafka"]
       containers:
         - name: create-spark-ingestion-job
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Submitting Spark job' && kubectl apply -f /tmp/manifest/spark-ingestion-job.yaml"]
           volumeMounts:
             - name: manifest
diff --git a/demos/data-lakehouse-iceberg-trino-spark/create-trino-tables.yaml b/demos/data-lakehouse-iceberg-trino-spark/create-trino-tables.yaml
index b3d744e0..4a8a2e5d 100644
--- a/demos/data-lakehouse-iceberg-trino-spark/create-trino-tables.yaml
+++ b/demos/data-lakehouse-iceberg-trino-spark/create-trino-tables.yaml
@@ -9,11 +9,11 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-testdata
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for job load-test-data to finish' && kubectl wait --for=condition=complete --timeout=30m job/load-test-data"]
       containers:
         - name: create-tables-in-trino
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/data-lakehouse-iceberg-trino-spark/setup-superset.yaml b/demos/data-lakehouse-iceberg-trino-spark/setup-superset.yaml
index c225fe88..53b0bb54 100644
--- a/demos/data-lakehouse-iceberg-trino-spark/setup-superset.yaml
+++ b/demos/data-lakehouse-iceberg-trino-spark/setup-superset.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-superset
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/data-lakehouse-iceberg-trino-spark/superset-assets.zip && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/end-to-end-security/create-spark-report.yaml b/demos/end-to-end-security/create-spark-report.yaml
index a5f25af4..ded96dea 100644
--- a/demos/end-to-end-security/create-spark-report.yaml
+++ b/demos/end-to-end-security/create-spark-report.yaml
@@ -12,7 +12,7 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-trino-tables
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command:
             - bash
             - -euo
@@ -23,7 +23,7 @@ spec:
               kubectl wait --timeout=30m --for=condition=complete job/create-tables-in-trino
       containers:
         - name: create-spark-report
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command:
             - bash
             - -euo
diff --git a/demos/end-to-end-security/create-trino-tables.yaml b/demos/end-to-end-security/create-trino-tables.yaml
index 6c117160..469d8925 100644
--- a/demos/end-to-end-security/create-trino-tables.yaml
+++ b/demos/end-to-end-security/create-trino-tables.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-tables-in-trino
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/hbase-hdfs-load-cycling-data/create-hfile-and-import-to-hbase.yaml b/demos/hbase-hdfs-load-cycling-data/create-hfile-and-import-to-hbase.yaml
index 92f031f6..b822d886 100644
--- a/demos/hbase-hdfs-load-cycling-data/create-hfile-and-import-to-hbase.yaml
+++ b/demos/hbase-hdfs-load-cycling-data/create-hfile-and-import-to-hbase.yaml
@@ -9,7 +9,7 @@ spec:
     spec:
       containers:
         - name: create-hfile-and-import-to-hbase
-          image: docker.stackable.tech/stackable/hbase:2.4.18-stackable24.11.0
+          image: docker.stackable.tech/stackable/hbase:2.4.18-stackable24.11.1
           env:
             - name: HADOOP_USER_NAME
               value: stackable
diff --git a/demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/load-test-data.yaml b/demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/load-test-data.yaml
index 7dd44f89..22abb7b1 100644
--- a/demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/load-test-data.yaml
+++ b/demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/load-test-data.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: load-ny-taxi-data
-          image: docker.stackable.tech/stackable/hadoop:3.4.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/hadoop:3.4.0-stackable24.11.1
           # yamllint disable rule:line-length
           command: ["bash", "-c", "/stackable/hadoop/bin/hdfs dfs -mkdir -p /ny-taxi-data/raw \
           && cd /tmp \
diff --git a/demos/nifi-kafka-druid-earthquake-data/create-druid-ingestion-job.yaml b/demos/nifi-kafka-druid-earthquake-data/create-druid-ingestion-job.yaml
index c7afa9a0..82dd92b8 100644
--- a/demos/nifi-kafka-druid-earthquake-data/create-druid-ingestion-job.yaml
+++ b/demos/nifi-kafka-druid-earthquake-data/create-druid-ingestion-job.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-druid-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor"]
           volumeMounts:
             - name: ingestion-job-spec
diff --git a/demos/nifi-kafka-druid-earthquake-data/create-nifi-ingestion-job.yaml b/demos/nifi-kafka-druid-earthquake-data/create-nifi-ingestion-job.yaml
index ddec687b..0d2a1e95 100644
--- a/demos/nifi-kafka-druid-earthquake-data/create-nifi-ingestion-job.yaml
+++ b/demos/nifi-kafka-druid-earthquake-data/create-nifi-ingestion-job.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-nifi-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/nifi-kafka-druid-earthquake-data/IngestEarthquakesToKafka.xml && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/nifi-kafka-druid-earthquake-data/setup-superset.yaml b/demos/nifi-kafka-druid-earthquake-data/setup-superset.yaml
index 76a2de68..b3a72a3e 100644
--- a/demos/nifi-kafka-druid-earthquake-data/setup-superset.yaml
+++ b/demos/nifi-kafka-druid-earthquake-data/setup-superset.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-superset
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/nifi-kafka-druid-earthquake-data/superset-assets.zip && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/nifi-kafka-druid-water-level-data/create-druid-ingestion-job.yaml b/demos/nifi-kafka-druid-water-level-data/create-druid-ingestion-job.yaml
index b1099c8e..ce8a0a28 100644
--- a/demos/nifi-kafka-druid-water-level-data/create-druid-ingestion-job.yaml
+++ b/demos/nifi-kafka-druid-water-level-data/create-druid-ingestion-job.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-druid-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/stations-ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor && curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/measurements-ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor && curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/measurements-compaction-job-spec.json https://druid-coordinator:8281/druid/coordinator/v1/config/compaction"]
           volumeMounts:
             - name: ingestion-job-spec
diff --git a/demos/nifi-kafka-druid-water-level-data/create-nifi-ingestion-job.yaml b/demos/nifi-kafka-druid-water-level-data/create-nifi-ingestion-job.yaml
index 26520651..f46f64dc 100644
--- a/demos/nifi-kafka-druid-water-level-data/create-nifi-ingestion-job.yaml
+++ b/demos/nifi-kafka-druid-water-level-data/create-nifi-ingestion-job.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-nifi-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/nifi-kafka-druid-water-level-data/IngestWaterLevelsToKafka.xml && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/nifi-kafka-druid-water-level-data/setup-superset.yaml b/demos/nifi-kafka-druid-water-level-data/setup-superset.yaml
index fc73baa8..a6195157 100644
--- a/demos/nifi-kafka-druid-water-level-data/setup-superset.yaml
+++ b/demos/nifi-kafka-druid-water-level-data/setup-superset.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-superset
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/nifi-kafka-druid-water-level-data/superset-assets.zip && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/signal-processing/Dockerfile-nifi b/demos/signal-processing/Dockerfile-nifi
index 1bd50f50..0e89c9c7 100644
--- a/demos/signal-processing/Dockerfile-nifi
+++ b/demos/signal-processing/Dockerfile-nifi
@@ -1,3 +1,3 @@
-FROM docker.stackable.tech/stackable/nifi:1.27.0-stackable24.11.0
+FROM docker.stackable.tech/stackable/nifi:1.27.0-stackable24.11.1
 
 RUN curl --fail -o /stackable/nifi/postgresql-42.6.0.jar "https://repo.stackable.tech/repository/misc/postgresql-timescaledb/postgresql-42.6.0.jar"
diff --git a/demos/signal-processing/create-nifi-ingestion-job.yaml b/demos/signal-processing/create-nifi-ingestion-job.yaml
index 0d59c7ba..866023b0 100644
--- a/demos/signal-processing/create-nifi-ingestion-job.yaml
+++ b/demos/signal-processing/create-nifi-ingestion-job.yaml
@@ -9,13 +9,13 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-timescale-job
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for timescaleDB tables to be ready'
                     && kubectl wait --for=condition=complete job/create-timescale-tables-job"
                   ]
       containers:
         - name: create-nifi-ingestion-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "export PGPASSWORD=$(cat /timescale-admin-credentials/password) && \
             curl -O https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/signal-processing/DownloadAndWriteToDB.xml && \
             sed -i \"s/PLACEHOLDERPGPASSWORD/$PGPASSWORD/g\" DownloadAndWriteToDB.xml && \
diff --git a/demos/signal-processing/create-timescale-tables.yaml b/demos/signal-processing/create-timescale-tables.yaml
index 0804fa71..d3e2afd9 100644
--- a/demos/signal-processing/create-timescale-tables.yaml
+++ b/demos/signal-processing/create-timescale-tables.yaml
@@ -9,7 +9,7 @@ spec:
       serviceAccountName: demo-serviceaccount
       initContainers:
         - name: wait-for-timescale
-          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for timescaleDB to be ready'
                     && kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/name=postgresql-timescaledb"
                   ]
diff --git a/demos/spark-k8s-anomaly-detection-taxi-data/create-spark-anomaly-detection-job.yaml b/demos/spark-k8s-anomaly-detection-taxi-data/create-spark-anomaly-detection-job.yaml
index 3cafbec2..a8854e4c 100644
--- a/demos/spark-k8s-anomaly-detection-taxi-data/create-spark-anomaly-detection-job.yaml
+++ b/demos/spark-k8s-anomaly-detection-taxi-data/create-spark-anomaly-detection-job.yaml
@@ -8,11 +8,11 @@ spec:
     spec:
       initContainers:
         - name: wait-for-testdata
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Waiting for job load-ny-taxi-data to finish' && kubectl wait --for=condition=complete --timeout=30m job/load-ny-taxi-data"]
       containers:
         - name: create-spark-anomaly-detection-job
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "echo 'Submitting Spark job' && kubectl apply -f /tmp/manifest/spark-ad-job.yaml"]
           volumeMounts:
             - name: manifest
diff --git a/demos/spark-k8s-anomaly-detection-taxi-data/setup-superset.yaml b/demos/spark-k8s-anomaly-detection-taxi-data/setup-superset.yaml
index a2a704f6..790a1f82 100644
--- a/demos/spark-k8s-anomaly-detection-taxi-data/setup-superset.yaml
+++ b/demos/spark-k8s-anomaly-detection-taxi-data/setup-superset.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-superset
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/spark-k8s-anomaly-detection-taxi-data/superset-assets.zip && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/trino-taxi-data/create-table-in-trino.yaml b/demos/trino-taxi-data/create-table-in-trino.yaml
index 7e02c16a..64dafcdb 100644
--- a/demos/trino-taxi-data/create-table-in-trino.yaml
+++ b/demos/trino-taxi-data/create-table-in-trino.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: create-ny-taxi-data-table-in-trino
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/demos/trino-taxi-data/setup-superset.yaml b/demos/trino-taxi-data/setup-superset.yaml
index 9902ba7f..9a2933af 100644
--- a/demos/trino-taxi-data/setup-superset.yaml
+++ b/demos/trino-taxi-data/setup-superset.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-superset
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/release-24.11/demos/trino-taxi-data/superset-assets.zip && python -u /tmp/script/script.py"]
           volumeMounts:
             - name: script
diff --git a/stacks/_templates/jupyterhub.yaml b/stacks/_templates/jupyterhub.yaml
index 1939afd9..05d56a3f 100644
--- a/stacks/_templates/jupyterhub.yaml
+++ b/stacks/_templates/jupyterhub.yaml
@@ -50,7 +50,7 @@ options:
       HADOOP_CONF_DIR: "/home/jovyan/hdfs"
     initContainers:
       - name: download-notebook
-        image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+        image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
         command: ['sh', '-c', 'curl https://raw.githubusercontent.com/stackabletech/demos/release-24.11/stacks/jupyterhub-pyspark-hdfs/notebook.ipynb -o /notebook/notebook.ipynb']
         volumeMounts:
           - mountPath: /notebook
diff --git a/stacks/_templates/keycloak.yaml b/stacks/_templates/keycloak.yaml
index b620e50f..3f7a9cb8 100644
--- a/stacks/_templates/keycloak.yaml
+++ b/stacks/_templates/keycloak.yaml
@@ -48,7 +48,7 @@ spec:
             - name: tls
               mountPath: /tls/
         - name: create-auth-class
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           command: ["/bin/bash", "-c"]
           args:
             - |
diff --git a/stacks/end-to-end-security/krb5.yaml b/stacks/end-to-end-security/krb5.yaml
index c9dd6018..76c4635a 100644
--- a/stacks/end-to-end-security/krb5.yaml
+++ b/stacks/end-to-end-security/krb5.yaml
@@ -14,7 +14,7 @@ spec:
     spec:
       initContainers:
         - name: init
-          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.0
+          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.1
           args:
             - sh
             - -euo
@@ -35,7 +35,7 @@ spec:
               name: data
       containers:
         - name: kdc
-          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.0
+          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.1
           args:
             - krb5kdc
             - -n
@@ -48,7 +48,7 @@ spec:
             - mountPath: /var/kerberos/krb5kdc
               name: data
         - name: kadmind
-          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.0
+          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.1
           args:
             - kadmind
             - -nofork
@@ -61,7 +61,7 @@ spec:
             - mountPath: /var/kerberos/krb5kdc
               name: data
         - name: client
-          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.0
+          image: docker.stackable.tech/stackable/krb5:1.21.1-stackable24.11.1
           tty: true
           stdin: true
           env:
diff --git a/stacks/end-to-end-security/superset.yaml b/stacks/end-to-end-security/superset.yaml
index c80fd82f..f5ca1ff3 100644
--- a/stacks/end-to-end-security/superset.yaml
+++ b/stacks/end-to-end-security/superset.yaml
@@ -25,7 +25,7 @@ spec:
         initContainers:
           # The postgres image does not contain curl or wget...
           - name: download-dump
-            image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+            image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
             command:
               - bash
               - -c
diff --git a/stacks/keycloak-opa-poc/keycloak.yaml b/stacks/keycloak-opa-poc/keycloak.yaml
index 0e484a96..3da32e87 100644
--- a/stacks/keycloak-opa-poc/keycloak.yaml
+++ b/stacks/keycloak-opa-poc/keycloak.yaml
@@ -70,7 +70,7 @@ spec:
     spec:
       containers:
       - name: propagate-keycloak-address
-        image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+        image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
         command:
           - bash
           - -x
diff --git a/stacks/keycloak-opa-poc/setup-keycloak.yaml b/stacks/keycloak-opa-poc/setup-keycloak.yaml
index 499f8632..ab30c381 100644
--- a/stacks/keycloak-opa-poc/setup-keycloak.yaml
+++ b/stacks/keycloak-opa-poc/setup-keycloak.yaml
@@ -29,7 +29,7 @@ spec:
     spec:
       containers:
       - name: setup-keycloak
-        image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+        image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
         env:
           - name: KEYCLOAK_ADMIN_PASSWORD
             valueFrom:
diff --git a/stacks/logging/setup-opensearch-dashboards.yaml b/stacks/logging/setup-opensearch-dashboards.yaml
index ed565227..c3632f94 100644
--- a/stacks/logging/setup-opensearch-dashboards.yaml
+++ b/stacks/logging/setup-opensearch-dashboards.yaml
@@ -8,7 +8,7 @@ spec:
     spec:
       containers:
         - name: setup-opensearch-dashboards
-          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.0
+          image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable24.11.1
           env:
             - name: OPEN_SEARCH_ADMIN_PASSWORD
               valueFrom:
diff --git a/stacks/signal-processing/jupyterhub.yaml b/stacks/signal-processing/jupyterhub.yaml
index 8bf3a23d..5dc54a7f 100644
--- a/stacks/signal-processing/jupyterhub.yaml
+++ b/stacks/signal-processing/jupyterhub.yaml
@@ -30,7 +30,7 @@ options:
   singleuser:
     cmd: null
     image:
-      # TODO (@NickLarsenNZ): Use a versioned image with stackable24.11.0 or stackableXX.X.X so that
+      # TODO (@NickLarsenNZ): Use a versioned image with stackable24.11.1 or stackableXX.X.X so that
       # the demo is reproducable for the release and it will be automatically replaced for the release branch.
       name: docker.stackable.tech/demos/jupyter-pyspark-with-alibi-detect
       tag: python-3.9
@@ -41,7 +41,7 @@ options:
       stackable.tech/vendor: Stackable
     initContainers:
       - name: download-notebook
-        image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.0
+        image: docker.stackable.tech/stackable/tools:1.0.0-stackable24.11.1
         command: ['sh', '-c', 'curl https://raw.githubusercontent.com/stackabletech/demos/release-24.11/stacks/signal-processing/tsdb.ipynb -o /notebook/tsdb.ipynb']
         volumeMounts:
           - mountPath: /notebook
diff --git a/stacks/signal-processing/nifi.yaml b/stacks/signal-processing/nifi.yaml
index 5e758282..3bb28b09 100644
--- a/stacks/signal-processing/nifi.yaml
+++ b/stacks/signal-processing/nifi.yaml
@@ -6,7 +6,7 @@ metadata:
 spec:
   image:
     productVersion: 1.27.0
-    # TODO (@NickLarsenNZ): Use a versioned image with stackable24.11.0 or stackableXX.X.X so that
+    # TODO (@NickLarsenNZ): Use a versioned image with stackable24.11.1 or stackableXX.X.X so that
     # the demo is reproducable for the release and it will be automatically replaced for the release branch.
     custom: docker.stackable.tech/demos/nifi:1.27.0-postgresql
   clusterConfig: