PHP and MySQL have been widely used together on the internet since the early 2000s, powering hundreds of thousands of websites including Wikipedia. The Aiki framework uses PHP and SQL databases, allowing for widget-based development and automatic table and AJAX management similar to Ruby on Rails. It aims to provide scalability through database scaling and has demonstrated faster page rendering times compared to Drupal on similar test sites.