diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index eeb17291..d145c89a 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -7,10 +7,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
 
-    - name: Set up Go 1.17.11
+    - name: Set up Go 1.17.13
       uses: actions/setup-go@v2
       with:
-        go-version: 1.17.11
+        go-version: 1.17.13
       id: go
 
     - name: Check out the code
diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml
index 9d60df80..65332120 100644
--- a/.github/workflows/push.yml
+++ b/.github/workflows/push.yml
@@ -15,10 +15,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
 
-    - name: Set up Go 1.17.11
+    - name: Set up Go 1.17.13
       uses: actions/setup-go@v2
       with:
-        go-version: 1.17.11
+        go-version: 1.17.13
       id: go
 
     - name: Check out code into the Go module directory
diff --git a/Makefile b/Makefile
index c9729463..5ace39a9 100644
--- a/Makefile
+++ b/Makefile
@@ -15,7 +15,7 @@
 # The binary to build (just the basename).
 BIN ?= velero-plugin-for-csi
 
-BUILD_IMAGE ?= golang:1.17.11-stretch
+BUILD_IMAGE ?= golang:1.17.13-buster
 
 REGISTRY ?= velero
 IMAGE_NAME ?= $(REGISTRY)/velero-plugin-for-csi
diff --git a/changelogs/CHANGELOG-0.3.1.md b/changelogs/CHANGELOG-0.3.1.md
new file mode 100644
index 00000000..884ef561
--- /dev/null
+++ b/changelogs/CHANGELOG-0.3.1.md
@@ -0,0 +1,2 @@
+## All changes
+- Bump up golang version to 1.17.13. (#119, @blackpiglet)
\ No newline at end of file