I created simple node.js application (source code from here https://azure.microsoft.com/en-us/blog/visual-studio-code-and-azure-app-service-a-perfect-fit/)
I also encountered this issue because of where VS Code put the .vscode directory containing the launch.json file. It put it up one directory so I had to add the directory to the path as defined in the launch.json file: