diff --git a/cmd/common.go b/cmd/common.go
index 15cb237..cce49b3 100644
--- a/cmd/common.go
+++ b/cmd/common.go
@@ -17,6 +17,7 @@ package cmd
 import (
 	"fmt"
 	"io/ioutil"
+	"path/filepath"
 
 	"github.com/aquasecurity/kube-bench/check"
 	"github.com/golang/glog"
@@ -47,9 +48,10 @@ func runChecks(t check.NodeType) {
 	}
 
 	ver := getKubeVersion()
-	path := fmt.Sprintf("%s/%s", cfgDir, ver)
+	path := filepath.Join(cfgDir, ver)
+
+	def := filepath.Join(path, file)
 
-	def := fmt.Sprintf("%s/%s", path, file)
 	in, err := ioutil.ReadFile(def)
 	if err != nil {
 		exitWithError(fmt.Errorf("error opening %s controls file: %v", t, err))
diff --git a/cmd/util.go b/cmd/util.go
index 4f0c658..7b8e9de 100644
--- a/cmd/util.go
+++ b/cmd/util.go
@@ -215,10 +215,19 @@ func multiWordReplace(s string, subname string, sub string) string {
 func getKubeVersion() string {
 	// These executables might not be on the user's path.
 	_, err := exec.LookPath("kubectl")
+
 	if err != nil {
-		exitWithError(fmt.Errorf("kubernetes version check failed: %v", err))
+		_, err = exec.LookPath("kubelet")
+		if err != nil {
+			exitWithError(fmt.Errorf("Version check failed: need kubectl or kubelet binaries to get kubernetes version"))
+		}
+		return getKubeVersionFromKubelet()
 	}
 
+	return getKubeVersionFromKubectl()
+}
+
+func getKubeVersionFromKubectl() string {
 	cmd := exec.Command("kubectl", "version", "--short")
 	out, err := cmd.CombinedOutput()
 	if err != nil {
@@ -228,6 +237,17 @@ func getKubeVersion() string {
 	return getVersionFromKubectlOutput(string(out))
 }
 
+func getKubeVersionFromKubelet() string {
+	cmd := exec.Command("kubelet", "--version")
+	out, err := cmd.CombinedOutput()
+	
+	if err != nil {
+		continueWithError(fmt.Errorf("%s", out), "")
+	}
+
+	return getVersionFromKubeletOutput(string(out))
+}
+
 func getVersionFromKubectlOutput(s string) string {
 	serverVersionRe := regexp.MustCompile(`Server Version: v(\d+.\d+)`)
 	subs := serverVersionRe.FindStringSubmatch(s)
@@ -238,6 +258,16 @@ func getVersionFromKubectlOutput(s string) string {
 	return subs[1]
 }
 
+func getVersionFromKubeletOutput(s string) string {
+	serverVersionRe := regexp.MustCompile(`Kubernetes v(\d+.\d+)`)
+	subs := serverVersionRe.FindStringSubmatch(s)
+	if len(subs) < 2 {
+		printlnWarn(fmt.Sprintf("Unable to get kubelet version, using default version: %s", defaultKubeVersion))
+		return defaultKubeVersion
+	}
+	return subs[1]
+}
+
 func makeSubstitutions(s string, ext string, m map[string]string) string {
 	for k, v := range m {
 		subst := "$" + k + ext