diff --git a/.github/workflows/dependency-check.yml b/.github/workflows/dependency-check.yml
index 3fd7db2be6..4421264c39 100644
--- a/.github/workflows/dependency-check.yml
+++ b/.github/workflows/dependency-check.yml
@@ -1,9 +1,6 @@
 name: Check Dependencies
 
 on:
-  push:
-    branches:
-      - main
   pull_request:
     branches:
       - main
diff --git a/.github/workflows/develop.yml b/.github/workflows/develop.yml
index f3799e8df0..22cbdeda3a 100644
--- a/.github/workflows/develop.yml
+++ b/.github/workflows/develop.yml
@@ -45,7 +45,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [ windows-2022, ubuntu-20.04 ]
+        os: [ ubuntu-20.04 ]
     timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
@@ -53,6 +53,14 @@ jobs:
         with:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - uses: actions-rust-lang/setup-rust-toolchain@v1
+      - name: Rust Cache
+        uses: Swatinem/rust-cache@v2
+        with:
+          # Shares across multiple jobs
+          # Shares with `Clippy` job
+          shared-key: "check-lint"
+          cache-all-crates: "true"
+          save-if: ${{ github.ref == 'refs/heads/main' }}
       - name: Run cargo check
         run: cargo check --locked --workspace --all-targets
 
@@ -621,11 +629,58 @@ jobs:
       - name: Merge Conflict Finder
         uses: olivernybroe/action-conflict-finder@v4.0
 
-  coverage:
-    if: github.event.pull_request.draft == false
+  test:
+    if: github.event_name != 'merge_group'
     runs-on: ubuntu-20.04-8-cores
     timeout-minutes: 60
     needs:  [conflict-check, clippy, fmt]
+    steps:
+      - uses: actions/checkout@v4
+      - uses: arduino/setup-protoc@v3
+        with:
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+      - uses: rui314/setup-mold@v1
+      - name: Install toolchain
+        uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+            cache: false
+      - name: Rust Cache
+        uses: Swatinem/rust-cache@v2
+        with:
+          # Shares cross multiple jobs
+          shared-key: "coverage-test"
+          cache-all-crates: "true"
+          save-if: ${{ github.ref == 'refs/heads/main' }}
+      - name: Install latest nextest release
+        uses: taiki-e/install-action@nextest
+      - name: Setup external services
+        working-directory: tests-integration/fixtures
+        run: docker compose up -d --wait
+      - name: Run nextest cases
+        run: cargo nextest run --workspace -F dashboard -F pg_kvbackend
+        env:
+          CARGO_BUILD_RUSTFLAGS: "-C link-arg=-fuse-ld=mold"
+          RUST_BACKTRACE: 1
+          CARGO_INCREMENTAL: 0
+          GT_S3_BUCKET: ${{ vars.AWS_CI_TEST_BUCKET }}
+          GT_S3_ACCESS_KEY_ID: ${{ secrets.AWS_CI_TEST_ACCESS_KEY_ID }}
+          GT_S3_ACCESS_KEY: ${{ secrets.AWS_CI_TEST_SECRET_ACCESS_KEY }}
+          GT_S3_REGION: ${{ vars.AWS_CI_TEST_BUCKET_REGION }}
+          GT_MINIO_BUCKET: greptime
+          GT_MINIO_ACCESS_KEY_ID: superpower_ci_user
+          GT_MINIO_ACCESS_KEY: superpower_password
+          GT_MINIO_REGION: us-west-2
+          GT_MINIO_ENDPOINT_URL: http://127.0.0.1:9000
+          GT_ETCD_ENDPOINTS: http://127.0.0.1:2379
+          GT_POSTGRES_ENDPOINTS: postgres://greptimedb:admin@127.0.0.1:5432/postgres
+          GT_KAFKA_ENDPOINTS: 127.0.0.1:9092
+          GT_KAFKA_SASL_ENDPOINTS: 127.0.0.1:9093
+          UNITTEST_LOG_DIR: "__unittest_logs"
+
+  coverage:
+    if: github.event_name == 'merge_group'
+    runs-on: ubuntu-20.04-8-cores
+    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
       - uses: arduino/setup-protoc@v3
@@ -642,13 +697,7 @@ jobs:
         with:
           # Shares cross multiple jobs
           shared-key: "coverage-test"
-          cache-all-crates: "true"
           save-if: ${{ github.ref == 'refs/heads/main' }}
-      # Disabled temporarily to see performance
-      # - name: Docker Cache
-      #   uses: ScribeMD/docker-cache@0.5.0
-      #   with:
-      #     key: docker-${{ runner.os }}-coverage
       - name: Install latest nextest release
         uses: taiki-e/install-action@nextest
       - name: Install cargo-llvm-cov
diff --git a/rust-toolchain.toml b/rust-toolchain.toml
index d12222a5d3..674d7d4694 100644
--- a/rust-toolchain.toml
+++ b/rust-toolchain.toml
@@ -1,3 +1,3 @@
 [toolchain]
 channel = "nightly-2024-10-19"
-components = ["rust-analyzer"]
+components = ["rust-analyzer", "llvm-tools"]
diff --git a/shell.nix b/shell.nix
index e052ed6bea..d41b2527bb 100644
--- a/shell.nix
+++ b/shell.nix
@@ -11,11 +11,13 @@ pkgs.mkShell rec {
     clang
     gcc
     protobuf
+    gnumake
     mold
     (fenix.fromToolchainFile {
       dir = ./.;
     })
     cargo-nextest
+    cargo-llvm-cov
     taplo
     curl
   ];