diff --git a/extension.js b/extension.js
index deb44f5..7fd5f23 100644
--- a/extension.js
+++ b/extension.js
@@ -56,6 +56,44 @@ async function runPythonCommand(scriptName) {
   */
 }
 
+async function generateDebugConfig() {
+  const workspaceFolders = vscode.workspace.workspaceFolders;
+  if (!workspaceFolders) {
+    vscode.window.showErrorMessage("No workspace opened. Please open a folder to generate the debug configuration.");
+    return;
+  }
+
+  const launchConfig = vscode.workspace.getConfiguration('launch', workspaceFolders[0].uri);
+  const existingConfigs = launchConfig.get('configurations') || [];
+
+  const metaflowConfigName = "Metaflow Debug";
+  const hasConfig = existingConfigs.some(config => config.name === metaflowConfigName);
+
+  if (hasConfig) {
+    vscode.window.showInformationMessage("Metaflow Debug configuration already exists in launch.json.");
+    return;
+  }
+
+  const newConfig = {
+    name: metaflowConfigName,
+    type: "python",
+    request: "launch",
+    program: "${file}",
+    args: [
+      "run",
+      "--max-workers",
+      "1"
+    ],
+    subProcess: true,
+    console: "integratedTerminal"
+  };
+
+  existingConfigs.push(newConfig);
+
+  await launchConfig.update('configurations', existingConfigs, vscode.ConfigurationTarget.WorkspaceFolder);
+  vscode.window.showInformationMessage("Metaflow Debug configuration has been added to launch.json.");
+}
+
 function activate(context) {
   const runCmd = vscode.commands.registerCommand(
     'extension.runPythonFunction',
@@ -67,7 +105,32 @@ function activate(context) {
     () => runPythonCommand('spin_func')
   );
 
-  context.subscriptions.push(runCmd, spinCmd);
+  const genConfigCmd = vscode.commands.registerCommand(
+    'extension.generateDebugConfig',
+    () => generateDebugConfig()
+  );
+
+  const provider = vscode.debug.registerDebugConfigurationProvider('python', {
+    provideDebugConfigurations(folder, token) {
+      return [
+        {
+          name: "Metaflow Debug",
+          type: "python",
+          request: "launch",
+          program: "${file}",
+          args: [
+            "run",
+            "--max-workers",
+            "1"
+          ],
+          subProcess: true,
+          console: "integratedTerminal"
+        }
+      ];
+    }
+  });
+
+  context.subscriptions.push(runCmd, spinCmd, genConfigCmd, provider);
 }
 
 function deactivate() {
diff --git a/package.json b/package.json
index 31a7c2f..9c3d9c0 100644
--- a/package.json
+++ b/package.json
@@ -3,10 +3,14 @@
   "displayName": "Run and Spin Metaflow",
   "version": "0.0.7",
   "publisher": "local",
-  "engines": { "vscode": "^1.80.0" },
+  "engines": {
+    "vscode": "^1.80.0"
+  },
   "activationEvents": [
     "onCommand:extension.runPythonFunction",
-    "onCommand:extension.spinPythonFunction"
+    "onCommand:extension.spinPythonFunction",
+    "onCommand:extension.generateDebugConfig",
+    "onDebugInitialConfigurations"
   ],
   "repository": {
     "type": "git",
@@ -22,6 +26,10 @@
       {
         "command": "extension.spinPythonFunction",
         "title": "Spin the current step"
+      },
+      {
+        "command": "extension.generateDebugConfig",
+        "title": "Metaflow: Generate Debug Config"
       }
     ],
     "keybindings": [
@@ -37,4 +45,4 @@
       }
     ]
   }
-}
+}
\ No newline at end of file