diff --git a/hack/install-etcd.sh b/hack/install-etcd.sh
index fb4bed85364..5acb177babd 100755
--- a/hack/install-etcd.sh
+++ b/hack/install-etcd.sh
@@ -27,4 +27,4 @@ source "${KUBE_ROOT}/hack/lib/init.sh"
 
 FOUND="$(echo "${PATH}" | sed 's/:/\n/g' | grep -q "^${KUBE_ROOT}/third_party/etcd$" || true)"
 kube::etcd::install
-test -n "${FOUND}" || echo "  PATH=\"\$PATH:${KUBE_ROOT}/third_party/etcd\""
+test -n "${FOUND}" || echo "export PATH=\"\${PATH}:${KUBE_ROOT}/third_party/etcd\""
diff --git a/hack/jenkins/benchmark-dockerized.sh b/hack/jenkins/benchmark-dockerized.sh
index 2adda151df3..a01dee72279 100755
--- a/hack/jenkins/benchmark-dockerized.sh
+++ b/hack/jenkins/benchmark-dockerized.sh
@@ -48,7 +48,6 @@ if [ -n "${KUBE_HACK_TOOLS_GOTOOLCHAIN:-}" ]; then
   hack_tools_gotoolchain="${KUBE_HACK_TOOLS_GOTOOLCHAIN}";
 fi
 GOTOOLCHAIN="${hack_tools_gotoolchain}" go -C "${KUBE_ROOT}/hack/tools" install github.com/cespare/prettybench
-GOTOOLCHAIN="${hack_tools_gotoolchain}" go -C "${KUBE_ROOT}/hack/tools" install gotest.tools/gotestsum
 
 # Disable the Go race detector.
 export KUBE_RACE=" "
diff --git a/hack/jenkins/test-cmd-dockerized.sh b/hack/jenkins/test-cmd-dockerized.sh
index cc7ed476c6c..07baa4f7a07 100755
--- a/hack/jenkins/test-cmd-dockerized.sh
+++ b/hack/jenkins/test-cmd-dockerized.sh
@@ -19,20 +19,11 @@ set -o nounset
 set -o pipefail
 set -o xtrace
 
-# Runs test-cmd,
-# producing JUnit-style XML test
-# reports in ${WORKSPACE}/artifacts. This script is intended to be run from
-# kubekins-test container with a kubernetes repo mapped in. See
-# k8s.io/test-infra/scenarios/kubernetes_verify.py
+# Runs test-cmd, intended to be run in prow.k8s.io
+set -x;
 
-export PATH=${GOPATH}/bin:${PWD}/third_party/etcd:/usr/local/go/bin:${PATH}
-
-# Set artifacts directory
-export ARTIFACTS=${ARTIFACTS:-"${WORKSPACE}/artifacts"}
-
-cd "${GOPATH}/src/k8s.io/kubernetes"
-
-./hack/install-etcd.sh
+# TODO: make test-cmd should handle this automatically
+source ./hack/install-etcd.sh
 
 make test-cmd
 
diff --git a/hack/jenkins/test-dockerized.sh b/hack/jenkins/test-dockerized.sh
index 0bc747cb348..72b6884b30b 100755
--- a/hack/jenkins/test-dockerized.sh
+++ b/hack/jenkins/test-dockerized.sh
@@ -19,32 +19,14 @@ set -o nounset
 set -o pipefail
 set -o xtrace
 
-# Runs test-cmd and test-integration,
-# producing JUnit-style XML test
-# reports in ${WORKSPACE}/artifacts. This script is intended to be run from
-# kubekins-test container with a kubernetes repo mapped in. See
-# k8s.io/test-infra/scenarios/kubernetes_verify.py
+# Runs test-cmd and test-integration, intended to be run in prow.k8s.io
+set -x;
 
-export PATH=${GOPATH}/bin:${PWD}/third_party/etcd:/usr/local/go/bin:${PATH}
+# TODO: make test-integration should handle this automatically
+source ./hack/install-etcd.sh
 
-# Install tools we need
-hack_tools_gotoolchain="${GOTOOLCHAIN:-}"
-if [ -n "${KUBE_HACK_TOOLS_GOTOOLCHAIN:-}" ]; then
-  hack_tools_gotoolchain="${KUBE_HACK_TOOLS_GOTOOLCHAIN}";
-fi
-GOTOOLCHAIN="${hack_tools_gotoolchain}" go -C "./hack/tools" install gotest.tools/gotestsum
-
-# Disable coverage report
-export KUBE_COVER="n"
-# Set artifacts directory
-export ARTIFACTS=${ARTIFACTS:-"${WORKSPACE}/artifacts"}
 # Save the verbose stdout as well.
 export KUBE_KEEP_VERBOSE_TEST_OUTPUT=y
 export LOG_LEVEL=4
-
-cd "${GOPATH}/src/k8s.io/kubernetes"
-
-./hack/install-etcd.sh
-
 make test-cmd
 make test-integration
diff --git a/hack/jenkins/test-integration-dockerized.sh b/hack/jenkins/test-integration-dockerized.sh
index 6b9adff8dfa..ec856abc3bd 100755
--- a/hack/jenkins/test-integration-dockerized.sh
+++ b/hack/jenkins/test-integration-dockerized.sh
@@ -19,27 +19,11 @@ set -o nounset
 set -o pipefail
 set -o xtrace
 
-# Runs test-integration,
-# producing JUnit-style XML test
-# reports in ${WORKSPACE}/artifacts. This script is intended to be run from
-# kubekins-test container with a kubernetes repo mapped in. See
-# k8s.io/test-infra/scenarios/kubernetes_verify.py
+# Runs test-integration
+# This script is intended to be run from prow.k8s.io
+set -x;
 
-export PATH=${GOPATH}/bin:${PWD}/third_party/etcd:/usr/local/go/bin:${PATH}
+# TODO: make test-integration should handle this automatically
+source ./hack/install-etcd.sh
 
-# Install tools we need
-go -C "./hack/tools" install gotest.tools/gotestsum
-
-# Disable coverage report
-export KUBE_COVER="n"
-# Set artifacts directory
-export ARTIFACTS=${ARTIFACTS:-"${WORKSPACE}/artifacts"}
-# Save the verbose stdout as well.
-export KUBE_KEEP_VERBOSE_TEST_OUTPUT=y
-export LOG_LEVEL=4
-
-cd "${GOPATH}/src/k8s.io/kubernetes"
-
-./hack/install-etcd.sh
-
-make test-integration
+make test-integration KUBE_KEEP_VERBOSE_TEST_OUTPUT=y LOG_LEVEL=4