There are a lot of blog hosting platforms. The most popular is Wordpress (which, yes, needs a database back end), whose source code can be downloaded at https://wordpress.org/download/source/

One way to create a static site is with GatsbyJS: https://github.com/gatsbyjs/gatsby Or Jekyll: https://github.com/jekyll/jekyll