diff --git a/jenkins/pipelines/ci/tidb/tidb_ghpr_check.groovy b/jenkins/pipelines/ci/tidb/tidb_ghpr_check.groovy
index 543581c5a..d1f43b709 100644
--- a/jenkins/pipelines/ci/tidb/tidb_ghpr_check.groovy
+++ b/jenkins/pipelines/ci/tidb/tidb_ghpr_check.groovy
@@ -19,7 +19,7 @@ if (ghprbPullId != null && ghprbPullId != "") {
     specStr = "+refs/pull/${ghprbPullId}/*:refs/remotes/origin/pr/${ghprbPullId}/*"
 }
 
-GO_VERSION = "go1.18"
+GO_VERSION = "go1.19"
 POD_GO_IMAGE = ""
 GO_IMAGE_MAP = [
     "go1.13": "hub.pingcap.net/jenkins/centos7_golang-1.13:latest",
@@ -37,7 +37,8 @@ VOLUMES = [
 
 def user_bazel(branch) {
     if (branch in ["master"] || 
-        branch.matches("^feature[/_].*") /* feature branches */) {
+        branch.matches("^feature[/_].*") /* feature branches */ || 
+        (branch.startsWith("release-") && branch >= "release-6.2")) {
         return GO_IMAGE_MAP["master"]
     }
     return ""
diff --git a/jenkins/pipelines/ci/tidb/tidb_ghpr_check_2.groovy b/jenkins/pipelines/ci/tidb/tidb_ghpr_check_2.groovy
index 42f3032e2..ef75ff07d 100644
--- a/jenkins/pipelines/ci/tidb/tidb_ghpr_check_2.groovy
+++ b/jenkins/pipelines/ci/tidb/tidb_ghpr_check_2.groovy
@@ -42,7 +42,7 @@ if (m2) {
 m2 = null
 println "PD_BRANCH=${PD_BRANCH}"
 
-GO_VERSION = "go1.18"
+GO_VERSION = "go1.19"
 POD_GO_IMAGE = ""
 GO_IMAGE_MAP = [
     "go1.13": "hub.pingcap.net/jenkins/centos7_golang-1.13:latest",
@@ -52,7 +52,8 @@ GO_IMAGE_MAP = [
 ]
 
 def user_bazel(branch) {
-    if (branch in ["master"] || branch.matches("^feature[/_].*") /* feature branches */) {
+    if (branch in ["master"] || branch.matches("^feature[/_].*") /* feature branches */ || 
+        (branch.startsWith("release-") && branch >= "release-6.2")) {
         return GO_IMAGE_MAP["master"]
     }
     return ""
diff --git a/jenkins/pipelines/goversion-select-lib.groovy b/jenkins/pipelines/goversion-select-lib.groovy
index bca928129..4a8c148a9 100644
--- a/jenkins/pipelines/goversion-select-lib.groovy
+++ b/jenkins/pipelines/goversion-select-lib.groovy
@@ -37,8 +37,8 @@ def selectGoVersion(branchNameOrTag) {
             println "tag ${branchNameOrTag} use go 1.13"
             return "go1.13"
         }
-        println "tag ${branchNameOrTag} use default version go 1.18"
-        return "go1.18"
+        println "tag ${branchNameOrTag} use default version go 1.19"
+        return "go1.19"
     } else { 
         println "this is a branch"
         if (branchNameOrTag in feature_branch_use_go13) {