With a proxy server on AWS, it's trivial to change your IP address regularly. That's not a complete solution but it would help. Another thing you can do if you

With a proxy server on AWS, it's trivial to change your IP address regularly. That's not a complete solution but it would help. Another thing you can do if you're rolling your own anonymity solution is to run your browser in a container. That way whenever you start a new browser window, it doesn't inherit any state from your environment or previous browser sessions. Finally, using a proxy with built in privacy features helps. Privoxy is one example, although it's not being updated very often lately.