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Of course, you’ll use the usual language you use on the ESP8266 — [Acrobotic] uses C++ in the Arduino IDE. On the browser side you’ll use JavaScript, although that will be embedded in your ...
Google documents how to interact with their API with OAUTH2, so why not just use that instead of ... and then also make it work on an ESP8266 board running the Arduino development environment.