diff --git a/.gitlab/ci/review-apps/main.gitlab-ci.yml b/.gitlab/ci/review-apps/main.gitlab-ci.yml
index 670175a6f113f3c48e7d2f8210684b08992bfda0..d4c847cf1c02e905ad640a892adf98e986e4060c 100644
--- a/.gitlab/ci/review-apps/main.gitlab-ci.yml
+++ b/.gitlab/ci/review-apps/main.gitlab-ci.yml
@@ -39,7 +39,7 @@ review-build-cng:
   variables:
     HOST_SUFFIX: "${CI_ENVIRONMENT_SLUG}"
     DOMAIN: "-${CI_ENVIRONMENT_SLUG}.${REVIEW_APPS_DOMAIN}"
-    GITLAB_HELM_CHART_REF: "v5.4.1"
+    GITLAB_HELM_CHART_REF: "v5.5.0"
   environment:
     name: review/${CI_COMMIT_REF_SLUG}${FREQUENCY}
     url: https://gitlab-${CI_ENVIRONMENT_SLUG}.${REVIEW_APPS_DOMAIN}
diff --git a/scripts/review_apps/base-config.yaml b/scripts/review_apps/base-config.yaml
index 7bb9c0100166b1f34f3b3eaf75e33fb50e3f0169..2cdac51c6f6dee1abd9af613b3035733d93be371 100644
--- a/scripts/review_apps/base-config.yaml
+++ b/scripts/review_apps/base-config.yaml
@@ -64,7 +64,7 @@ gitlab:
         memory: 2890M
     hpa:
       targetAverageValue: 650m
-  task-runner:
+  toolbox:
     resources:
       requests:
         cpu: 300m
diff --git a/scripts/review_apps/review-apps.sh b/scripts/review_apps/review-apps.sh
index edb55a8355539e3adc90b59c4150b081d002b2aa..0d76c0d33aa68153d38d9b173f0c5d361d421bde 100755
--- a/scripts/review_apps/review-apps.sh
+++ b/scripts/review_apps/review-apps.sh
@@ -120,9 +120,9 @@ function get_pod() {
 function run_task() {
   local namespace="${CI_ENVIRONMENT_SLUG}"
   local ruby_cmd="${1}"
-  local task_runner_pod=$(get_pod "task-runner")
+  local toolbox_pod=$(get_pod "toolbox")
 
-  kubectl exec --namespace "${namespace}" "${task_runner_pod}" -- gitlab-rails runner "${ruby_cmd}"
+  kubectl exec --namespace "${namespace}" "${toolbox_pod}" -- gitlab-rails runner "${ruby_cmd}"
 }
 
 function disable_sign_ups() {
@@ -290,8 +290,8 @@ HELM_CMD=$(cat << EOF
     --set gitlab.webservice.image.tag="${CI_COMMIT_REF_SLUG}" \
     --set gitlab.webservice.workhorse.image="${gitlab_workhorse_image_repository}" \
     --set gitlab.webservice.workhorse.tag="${CI_COMMIT_REF_SLUG}" \
-    --set gitlab.task-runner.image.repository="${gitlab_toolbox_image_repository}" \
-    --set gitlab.task-runner.image.tag="${CI_COMMIT_REF_SLUG}"
+    --set gitlab.toolbox.image.repository="${gitlab_toolbox_image_repository}" \
+    --set gitlab.toolbox.image.tag="${CI_COMMIT_REF_SLUG}"
 EOF
 )