Every job is evolved over time from tools to missions. For example, I was using Visual Basic 6.0 to develop a single-server software on Windows XP about 20 years ago, but now I'm using Golang and many other tools to develop web-based and Serverless services in the Cloud. I'm sure the job description of DBA is being redefined too. As a contributor to https://bytebase.com/, we are hoping to provide a tool to DBAs by offering a web-based collaboration workspace to help DBAs and Developers manage the lifecycle of application database schemas (DDL) and data (DML).