diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 127008b4..efe1dec5 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -16,7 +16,7 @@ jobs:
       - uses: actions/setup-go@v5
         with:
           cache: true
-          go-version: 'stable'
+          go-version: '1.22'
       - name: Install dependencies
         run: go mod tidy
       - name: Build ${{ matrix.goarch }}
diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 9ee8c577..a4d8d00b 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -11,7 +11,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
         with:
-          go-version: 'stable'
+          go-version: '1.22'
       - name: Install dependencies
         run: go mod tidy
       - name: Run tests with coverage
diff --git a/.github/workflows/goreleaser.yml b/.github/workflows/goreleaser.yml
index 4ad074a3..cf397ec2 100644
--- a/.github/workflows/goreleaser.yml
+++ b/.github/workflows/goreleaser.yml
@@ -16,7 +16,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v5
         with:
-          go-version: 'stable'
+          go-version: '1.22'
       - name: Fetch Frontend
         run: |
           sudo apt-get install -y curl jq unzip zip
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index bb4b66d9..a58e1e01 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -14,7 +14,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
         with:
-          go-version: 'stable'
+          go-version: '1.22'
           cache: false
       - name: Lint
         uses: golangci/golangci-lint-action@v4
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index d3df7447..066963ea 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -11,7 +11,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
         with:
-          go-version: 'stable'
+          go-version: '1.22'
       - name: Install dependencies
         run: sudo apt-get install -y curl jq
       - name: Set up environment
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 07105254..b6ed2eef 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: golang:bookworm
+image: golang:1.22-bookworm
 
 # 在每个任务执行前运行
 before_script: