QtWebEngine: DevToolsActivePort file is missing

When using the QtWebEngine, you can enable the chromium debug dev tools with setting the QTWEBENGINE_REMOTE_DEBUGGING environment variable. Normally Chromium creates a DevToolsActivePort file, which contains the information about the debug port. However when using the QtWebEngine, this file is not created. How can I make Qt/Chromium create this file?