diff --git a/.github/pr-title-checker-config.json b/.github/pr-title-checker-config.json
index f3646fdd..0d6efe71 100644
--- a/.github/pr-title-checker-config.json
+++ b/.github/pr-title-checker-config.json
@@ -4,9 +4,7 @@
     "color": "B60205"
   },
   "CHECKS": {
-    "regexp": "^(feat|fix|test|refactor|chore|style|docs|perf|build|ci|revert)(\\(.*\\))?\\!?:.*",
-    "ignoreLabels": [
-      "ignore-title"
-    ]
+    "regexp": "^(feat|fix|test|refactor|chore|style|docs|perf|build|ci|revert)(!)?(\\(.*\\))?:.*",
+    "ignoreLabels" : ["ignore-title"]
   }
 }
diff --git a/.github/workflows/dev-build.yaml b/.github/workflows/dev-build.yaml
index f5099ab6..1b6611cf 100644
--- a/.github/workflows/dev-build.yaml
+++ b/.github/workflows/dev-build.yaml
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-name: GreptimeDB Operator Development Build
+name: dev-build
 
 on:
   workflow_dispatch: # Allows you to run this workflow manually.
@@ -22,8 +22,8 @@ on:
         required: false
         default: GreptimeTeam/greptimedb-operator
       commit: # Note: We only pull the source code and use the current workflow to build the artifacts.
-        description: The commit to build
-        required: true
+        description: The commit to build, default to the latest commit in the current branch.
+        required: false
 
 env:
   GO_VERSION: "1.21"
@@ -31,6 +31,8 @@ env:
   # The source code will check out in the following path: '${WORKING_DIR}/dev/greptimedb-operator'.
   CHECKOUT_SOURCE_PATH: dev/greptimedb-operator
 
+  COMMIT: ${{ inputs.commit || github.sha }}
+
 jobs:
   docker:
     name: build-images
@@ -45,7 +47,7 @@ jobs:
         uses: actions/checkout@v4
         with:
           repository: ${{ inputs.repository }}
-          ref: ${{ inputs.commit }}
+          ref: ${{ env.COMMIT }}
           path: ${{ env.CHECKOUT_SOURCE_PATH }}
 
       - name: Set up QEMU
@@ -80,7 +82,7 @@ jobs:
       - name: Configure tag
         shell: bash
         run: |
-          VERSION="dev-$(date "+%Y%m%d-%s")-$(echo "${{ inputs.commit }}" | cut -c1-8)"
+          VERSION="dev-$(date "+%Y%m%d-%s")-$(echo "${{ env.COMMIT }}" | cut -c1-8)"
           echo "VERSION=${VERSION}" >> $GITHUB_ENV
 
       - name: Build and push operator
diff --git a/.github/workflows/ci.yaml b/.github/workflows/develop.yaml
similarity index 95%
rename from .github/workflows/ci.yaml
rename to .github/workflows/develop.yaml
index 0ace436e..7d23d98b 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/develop.yaml
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-name: CI
+name: develop
 
 on:
   pull_request:
@@ -55,14 +55,17 @@ jobs:
           go-version: ${{ env.GO_VERSION }}
 
       - name: Check code generation
+        shell: bash
         run: |
           make check-code-generation
 
       - name: Compile the project
+        shell: bash
         run: |
           make
 
       - name: Make lint
+        shell: bash
         run: |
           make lint
 
@@ -79,6 +82,7 @@ jobs:
           go-version: ${{ env.GO_VERSION }}
 
       - name: Run the unit tests
+        shell: bash
         run: |
           make test
 
@@ -96,5 +100,6 @@ jobs:
 
       - name: Run e2e
         id: e2e
+        shell: bash
         run: |
           make e2e
diff --git a/.github/workflows/pr-title-checker.yaml b/.github/workflows/pr-title-checker.yaml
index 7c7851c9..e9c5f879 100644
--- a/.github/workflows/pr-title-checker.yaml
+++ b/.github/workflows/pr-title-checker.yaml
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-name: PR Title Checker
+name: check-pr-title
 
 on:
   pull_request_target:
@@ -27,7 +27,7 @@ jobs:
   check:
     runs-on: ubuntu-22.04
     steps:
-      - uses: thehanimo/pr-title-checker@v1.3.4
+      - uses: thehanimo/pr-title-checker@v1.4.1
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           pass_on_octokit_error: false
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index b731d2ab..2e56bcf9 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-name: Release
+name: release
 
 on:
   push:
@@ -63,7 +63,6 @@ jobs:
         shell: bash
         run: |
           VERSION=${{ github.ref_name }}
-          echo "VERSION=${VERSION:1}" >> $GITHUB_ENV
 
       - name: Build and push operator
         uses: docker/build-push-action@v5
@@ -106,7 +105,7 @@ jobs:
           cp ./config/crd/resources/greptime.io_greptimedbstandalones.yaml ./greptimedbstandalones.yaml
 
       - name: Publish release
-        uses: softprops/action-gh-release@v1
+        uses: softprops/action-gh-release@v2
         with:
           name: "Release ${{ github.ref_name }}"
           files: |