Upgraded logging mechanism to log to databases for easier debugging. Created a tool to construct visualizations of method call trees offline based on historical data.

Enhanced rate limit logs for debugging purposes. Leveraged Envoy Proxy to direct requests to an authentication microservice, reducing server load and making the system more modular.