In recent years, researchers have explored component-based synthesis, which aims to automatically construct programs that operate by composing calls to existing APIs. However, prior work has not considered efficient synthesis of methods with side effects that update a database. Today on the show, Sankha Guria shares about his research in this area, introducing a new approach to type and effect-guided synthesis tools for Ruby.