diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 6d6965a82..7249d189f 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -39,7 +39,7 @@ jobs:
     steps:
       - uses: actions/setup-go@v3
         with:
-          go-version: '1.18.10'
+          go-version: '1.21.0'
       - name: Checkout repository
         uses: actions/checkout@v2
 
diff --git a/.github/workflows/go-c-cpp.yml b/.github/workflows/go-c-cpp.yml
index 425552fab..6ff2f7b00 100644
--- a/.github/workflows/go-c-cpp.yml
+++ b/.github/workflows/go-c-cpp.yml
@@ -13,7 +13,7 @@ jobs:
     steps:
       - uses: actions/setup-go@v3
         with:
-          go-version: '1.18.10'
+          go-version: '1.21.0'
       - name: Install Compilers
         run: |
           sudo apt-get update
@@ -68,7 +68,7 @@ jobs:
     steps:
       - uses: actions/setup-go@v3
         with:
-          go-version: '1.18.10'
+          go-version: '1.21.0'
       - name: Install Compilers
         run: |
           sudo apt-get update
@@ -177,12 +177,15 @@ jobs:
           install: |
             uname -a
             apt-get update
-            apt-get install --yes wget git golang build-essential pkgconf libelf-dev llvm-12 clang-12  linux-tools-generic linux-tools-common
+            apt-get install --yes wget git build-essential pkgconf libelf-dev llvm-12 clang-12  linux-tools-generic linux-tools-common
+            wget https://go.dev/dl/go1.21.0.linux-arm64.tar.gz
+            rm -rf /usr/local/go
+            tar -C /usr/local -xzf go1.21.0.linux-arm64.tar.gz
           # Produce a binary artifact and place it in the mounted volume
           run: |
             uname -a
             date
-            export PATH=$PATH:/usr/local/bin
+            export PATH=/usr/local/go/bin:$PATH:/usr/local/bin
             echo $PATH
             for tool in "clang" "llc" "llvm-strip"
             do
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e72336dee..3d2833fcb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -19,7 +19,7 @@ jobs:
     - name: Set up Go
       uses: actions/setup-go@v2
       with:
-        go-version: '1.18.10'
+        go-version: '1.21.0'
     - name: Install Compilers
       run: |
         sudo apt-get update
@@ -126,12 +126,15 @@ jobs:
           install: |
             uname -a
             apt-get update
-            apt-get install --yes wget git build-essential golang pkgconf libelf-dev llvm-12 clang-12  linux-tools-generic linux-tools-common
+            apt-get install --yes wget git build-essential pkgconf libelf-dev llvm-12 clang-12  linux-tools-generic linux-tools-common
+            wget https://go.dev/dl/go1.21.0.linux-arm64.tar.gz
+            rm -rf /usr/local/go
+            tar -C /usr/local -xzf go1.21.0.linux-arm64.tar.gz
           # Produce a binary artifact and place it in the mounted volume
           run: |
             uname -a
             date
-            export PATH=$PATH:/usr/local/bin
+            export PATH=/usr/local/go/bin:$PATH:/usr/local/bin
             echo $PATH
             for tool in "clang" "llc" "llvm-strip"
             do
diff --git a/Makefile b/Makefile
index 06c787d3f..80235a2e2 100644
--- a/Makefile
+++ b/Makefile
@@ -106,12 +106,12 @@ GO_VERSION_MAJ = $(shell echo $(GO_VERSION) | $(CMD_CUT) -d'.' -f1)
 GO_VERSION_MIN = $(shell echo $(GO_VERSION) | $(CMD_CUT) -d'.' -f2)
 
 
-# golang 版本检测  1.18 以上
+# golang 版本检测  1.21 以上
 .checkver_$(CMD_GO): \
 	| .check_$(CMD_GO)
 	@if [ ${GO_VERSION_MAJ} -eq 1 ]; then
-		if [ ${GO_VERSION_MIN} -lt 18 ]; then
-			echo -n "you MUST use golang 1.18 or newer, "
+		if [ ${GO_VERSION_MIN} -lt 21 ]; then
+			echo -n "you MUST use golang 1.21 or newer, "
 			echo "your current golang version is ${GO_VERSION}"
 			exit 1
 		fi
diff --git a/README.md b/README.md
index 40baaf6fe..77da58fab 100644
--- a/README.md
+++ b/README.md
@@ -121,7 +121,7 @@ ps -ef | grep foo
 Linux Kernel: >= 4.18.
 
 ## Tools 
-* golang 1.18 or newer
+* golang 1.21 or newer
 * clang 9.0 or newer
 * cmake 3.18.4 or newer
 * clang backend: llvm 9.0 or newer
diff --git a/README_CN.md b/README_CN.md
index 2f8a453c8..0750ce5ab 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -142,7 +142,7 @@ ps -ef | grep foo
 > Android版本编译方法见 [eCapture旁观者：Android HTTPS明文抓包](https://mp.weixin.qq.com/s/KWm5d0uuzOzReRtr9PmuWQ)
 
 ## 工具链版本
-* golang 1.18 以上
+* golang 1.21 以上
 * clang 9.0 以上
 * cmake 3.18.4 以上
 * clang backend: llvm 9.0 以上
diff --git a/README_JA.md b/README_JA.md
index 738e36bd3..2ae275588 100644
--- a/README_JA.md
+++ b/README_JA.md
@@ -122,7 +122,7 @@ ps -ef | grep foo
 Linux カーネル: >= 4.18.
 
 ## ツール
-* golang 1.18 またはそれ以降
+* golang 1.21 またはそれ以降
 * clang 9.0 またはそれ以降
 * cmake 3.18.4 またはそれ以降
 * clang バックエンド: llvm 9.0 またはそれ以降
diff --git a/builder/init_env.sh b/builder/init_env.sh
index ff3538138..d339796bc 100644
--- a/builder/init_env.sh
+++ b/builder/init_env.sh
@@ -42,7 +42,7 @@ if [[ ${UNAME_M} =~ "x86_64" ]];then
     echo "unsupported arch ${UNAME_M}";
 fi
 
-GOBIN_ZIP="go1.18.8.linux-${ARCH}.tar.gz"
+GOBIN_ZIP="go1.21.0.linux-${ARCH}.tar.gz"
 echo "GOBIN_ZIP:${GOBIN_ZIP}"
 
 
diff --git a/go.mod b/go.mod
index b568722fa..620257cf9 100644
--- a/go.mod
+++ b/go.mod
@@ -1,17 +1,17 @@
 module ecapture
 
-go 1.18
+go 1.21
 
 require (
-	github.com/cilium/ebpf v0.10.0
-	github.com/gojue/ebpfmanager v0.4.3
+	github.com/cilium/ebpf v0.12.3
+	github.com/gojue/ebpfmanager v0.4.4
 	github.com/google/gopacket v1.1.19
 	github.com/shuLhan/go-bindata v4.0.0+incompatible
 	github.com/spf13/cobra v1.4.0
 	github.com/spf13/pflag v1.0.5
 	golang.org/x/arch v0.3.0
 	golang.org/x/crypto v0.14.0
-	golang.org/x/sys v0.13.0
+	golang.org/x/sys v0.14.1-0.20231108175955-e4099bfacb8c
 )
 
 require (
@@ -27,6 +27,7 @@ require (
 	github.com/stretchr/testify v1.7.0 // indirect
 	github.com/vishvananda/netlink v1.1.0 // indirect
 	github.com/vishvananda/netns v0.0.0-20210104183010-2eb08e3e575f // indirect
+	golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 // indirect
 	golang.org/x/net v0.17.0 // indirect
 	golang.org/x/sync v0.1.0 // indirect
 )
diff --git a/go.sum b/go.sum
index 4e976ae5c..04460a6e0 100644
--- a/go.sum
+++ b/go.sum
@@ -3,8 +3,8 @@ github.com/avast/retry-go v3.0.0+incompatible/go.mod h1:XtSnn+n/sHqQIpZ10K1qAevB
 github.com/cfc4n/gopacket v1.1.20 h1:jTdmP93F+wCvLaJPk9AhwVjY2F5J4BFkk9MhXzg+5dA=
 github.com/cfc4n/gopacket v1.1.20/go.mod h1:riddUzxTSBpJXk3qBHtYr4qOhFhT6k/1c0E3qkQjQpA=
 github.com/cilium/ebpf v0.5.0/go.mod h1:4tRaxcgiL706VnOzHOdBlY8IEAIdxINsQBcU4xJJXRs=
-github.com/cilium/ebpf v0.10.0 h1:nk5HPMeoBXtOzbkZBWym+ZWq1GIiHUsBFXxwewXAHLQ=
-github.com/cilium/ebpf v0.10.0/go.mod h1:DPiVdY/kT534dgc9ERmvP8mWA+9gvwgKfRvk4nNWnoE=
+github.com/cilium/ebpf v0.12.3 h1:8ht6F9MquybnY97at+VDZb3eQQr8ev79RueWeVaEcG4=
+github.com/cilium/ebpf v0.12.3/go.mod h1:TctK1ivibvI3znr66ljgi4hqOT8EYQjz1KWBfb1UVgM=
 github.com/cpuguy83/go-md2man/v2 v2.0.1/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
@@ -12,9 +12,9 @@ github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSs
 github.com/florianl/go-tc v0.4.0 h1:/g8oCl4OUWt1H4pnThn4iz8SJqV78O5VxAh7ykBN09c=
 github.com/florianl/go-tc v0.4.0/go.mod h1:qt66GHXQ60ETsKP1qNg2KljTO28UMNLhfAaB/odORY8=
 github.com/frankban/quicktest v1.11.3/go.mod h1:wRf/ReqHper53s+kmmSZizM8NamnL3IM0I9ntUbOk+k=
-github.com/frankban/quicktest v1.14.4 h1:g2rn0vABPOOXmZUj+vbmUp0lPoXEMuhTpIluN0XL9UY=
-github.com/gojue/ebpfmanager v0.4.3 h1:uiGLdmf77j2T4PAoVj4rQSbKhBpTCPwHj4tV0HDS+uA=
-github.com/gojue/ebpfmanager v0.4.3/go.mod h1:IbOQcGaeEvSPY6NtTtkG6xRQ93tNpGcbivMS0hODdA0=
+github.com/frankban/quicktest v1.14.5 h1:dfYrrRyLtiqT9GyKXgdh+k4inNeTvmGbuSgZ3lx3GhA=
+github.com/gojue/ebpfmanager v0.4.4 h1:avUR5QWTV3f4ju5YC5CzME5Pyi8YIRyIb6TIpCbcZLs=
+github.com/gojue/ebpfmanager v0.4.4/go.mod h1:zeUM96/HnqCfZt14zAvT56kypr/M/pQnrvM+wZT/UAg=
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
 github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.4.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
@@ -89,6 +89,8 @@ golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8U
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc=
 golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4=
+golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 h1:Jvc7gsqn21cJHCmAWx0LiimpP18LZmUxkT5Mp7EZ1mI=
+golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2/go.mod h1:CxIveKay+FTh1D0yPZemJVgC/95VzuuOLq5Qi4xnoYc=
 golang.org/x/lint v0.0.0-20200302205851-738671d3881b/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY=
 golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg=
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
@@ -131,8 +133,8 @@ golang.org/x/sys v0.0.0-20210305230114-8fe3ee5dd75b/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210525143221-35b2ab0089ea/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20211210111614-af8b64212486/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE=
-golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.14.1-0.20231108175955-e4099bfacb8c h1:3kC/TjQ+xzIblQv39bCOyRk8fbEeJcDHwbyxPUU2BpA=
+golang.org/x/sys v0.14.1-0.20231108175955-e4099bfacb8c/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
diff --git a/main.go b/main.go
index 97b0579a4..504635272 100644
--- a/main.go
+++ b/main.go
@@ -10,7 +10,7 @@ import (
 )
 
 const (
-	BtfNotSupport = "You can compile a no BTF version by youeself with command `make nocore`,Please read Makefile for more info."
+	BtfNotSupport = "You can compile the BTF-free version by using the command `make nocore`, please read the Makefile for more information."
 )
 
 var (
@@ -28,14 +28,14 @@ func main() {
 	switch runtime.GOARCH {
 	case "amd64":
 		if kv < kernel.VersionCode(4, 18, 0) {
-			log.Fatalf("Linux/Android Kernel (x86_64) version %v is not supported. Need > 4.18 .", kv)
+			log.Fatalf("The Linux/Android Kernel version %v (x86_64) is not supported. Requires a version greater than 4.18.", kv)
 		}
 	case "arm64":
 		if kv < kernel.VersionCode(5, 5, 0) {
-			log.Fatalf("Linux/Android Kernel (aarch64) version %v is not supported. Need > 5.5 .", kv)
+			log.Fatalf("The Linux/Android Kernel version %v (aarch64) is not supported. Requires a version greater than 5.5.", kv)
 		}
 	default:
-		log.Fatalf("unsupported CPU arch:%v. ", runtime.GOARCH)
+		log.Fatalf("Unsupported CPU arch:%v. ", runtime.GOARCH)
 	}
 
 	// 检测是否是容器
@@ -45,15 +45,15 @@ func main() {
 	}
 
 	if isContainer {
-		log.Printf("Your environment is a container. We will not detect the BTF config.")
+		log.Printf("Your environment is like a container. We won't be able to detect the BTF configuration.")
 	} else {
 		enable, e := ebpf.IsEnableBPF()
 		if e != nil {
-			log.Fatalf("Kernel config read failed, error:%v", e)
+			log.Fatalf("Failed to read kernel configuration., error:%v", e)
 		}
 
 		if !enable {
-			log.Fatalf("Kernel not support, error:%v", e)
+			log.Fatalf("Unsupported kernel, error:%v", e)
 		}
 
 		// changed by go build '-ldflags X'
@@ -61,10 +61,10 @@ func main() {
 			// BTF支持情况检测
 			enable, e := ebpf.IsEnableBTF()
 			if e != nil {
-				log.Fatalf("Can't found BTF config with error:%v.\n"+BtfNotSupport, e)
+				log.Fatalf("Unable to find BTF configuration due to an error:%v.\n"+BtfNotSupport, e)
 			}
 			if !enable {
-				log.Fatal("BTF not support, please check it. shell: cat /boot/config-`uname -r` | grep CONFIG_DEBUG_INFO_BTF \n " +
+				log.Fatal("BTF is not supported, please check it. shell: cat /boot/config-`uname -r` | grep CONFIG_DEBUG_INFO_BTF \n " +
 					BtfNotSupport)
 			}
 		}