Jekyll is a Ruby gem that compiles projects into static sites, supporting features like permalinks, categories, and markdown. To get started, users can refer to the quickstart guide and run commands such as 'jekyll build' or 'jekyll serve' to watch for changes. Jekyll uses Liquid templating for variables and allows front-matter for additional customization in posts and pages.