Conversational programming involves building software applications that understand and respond to natural language queries in various languages. Unlike traditional chatbots, it leverages Large Language Models (LLMs) to interpret user intent and interact with APIs for specific tasks. This enables seamless integration with backend functionalities and simplifies user interactions, as demonstrated in a backoffice task tracking scenario.