diff --git a/.github/workflows/release_vscode.yml b/.github/workflows/release_vscode.yml
index adeaa0b9f..34fb45c66 100644
--- a/.github/workflows/release_vscode.yml
+++ b/.github/workflows/release_vscode.yml
@@ -117,13 +117,13 @@ jobs:
 
       - name: Package Extension
         working-directory: editors/vscode
-        run: pnpm exec vsce package -o "../../oxc_lsp-${{ matrix.code-target }}.vsix" --target ${{ matrix.code-target }}
+        run: pnpm exec vsce package -o "../../oxc_vscode-${{ matrix.code-target }}.vsix" --target ${{ matrix.code-target }}
 
       - name: Upload VSCode extension artifact
         uses: actions/upload-artifact@v3
         with:
           name: vscode_packages
-          path: ./oxc_lsp-${{ matrix.code-target }}.vsix
+          path: ./oxc_vscode-${{ matrix.code-target }}.vsix
           if-no-files-found: error
 
   publish:
@@ -159,6 +159,6 @@ jobs:
 
       - name: Publish extension to Microsoft Marketplace
         working-directory: editors/vscode
-        run: pnpm exec vsce publish --packagePath oxc_lsp-*.vsix
+        run: pnpm exec vsce publish --packagePath oxc_vscode-*.vsix
         env:
           VSCE_PAT: ${{ secrets.VSCE_PERSONAL_ACCESS_TOKEN }}
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 96afa5e1c..f9b86806a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -68,9 +68,8 @@ Build the extension and run it inside vscode:
 
 1. `pnpm install`
 2. `pnpm run build`
-3. `pnpm run package`
 4. open vscode and run the command palette "Extensions: Install from VSIX..."
-5. find the `oxc-vscode-x.x.x.vsix` file from `./editors/vscode` directory
+5. find the `oxc-vscode.vsix` file from `./editors/vscode` directory
 6. open a `.js` / `.ts` file, add `debugger;` and save
 7. see the warning `eslint(no-debugger): debugger statement is not allowed - oxc`
 
diff --git a/editors/vscode/client/extension.ts b/editors/vscode/client/extension.ts
index 1be6a0cfa..debbb853f 100644
--- a/editors/vscode/client/extension.ts
+++ b/editors/vscode/client/extension.ts
@@ -69,10 +69,8 @@ export async function activate(context: ExtensionContext) {
   const traceOutputChannel = window.createOutputChannel(traceOutputChannelName);
 
   const ext = process.platform === "win32" ? ".exe" : "";
-  let serverPath = process.env.SERVER_PATH_DEV ?? `oxc_vscode${ext}`;
-  const command = join(serverPath);
-
-  // window.showInformationMessage(`oxc server path: ${command}`);
+  // NOTE: The `./target/release` path is aligned with the path defined in .github/workflows/release_vscode.yml
+  const command = process.env.SERVER_PATH_DEV ?? join(context.extensionPath, `./target/release/oxc_vscode${ext}`);
 
   const run: Executable = {
     command: command!,
diff --git a/editors/vscode/package.json b/editors/vscode/package.json
index ab69ccba7..b3289b3aa 100644
--- a/editors/vscode/package.json
+++ b/editors/vscode/package.json
@@ -81,8 +81,8 @@
     "build": "pnpm run server:build:release && pnpm run compile && pnpm run package",
     "compile": "esbuild client/extension.ts --bundle --outfile=out/main.js --external:vscode --format=cjs --platform=node --target=node16 --minify",
     "watch": "pnpm run compile --watch",
-    "package": "vsce package --no-dependencies -o oxc_lsp.vsix",
-    "install-extension": "code --install-extension oxc_lsp.vsix --force",
+    "package": "vsce package --no-dependencies -o oxc_vscode.vsix",
+    "install-extension": "code --install-extension oxc_vscode.vsix --force",
     "server:build:debug": "cargo build -p oxc_vscode",
     "server:build:release": "cross-env CARGO_TARGET_DIR=./target cargo build -p oxc_vscode --release"
   },