A new field report details how researchers use AI coding agents to modernize software in genomics and other sciences. These tools automate complex code refactoring and accelerate discovery cycles. OpenAI demonstrates that agentic workflows reduce manual development overhead. This shift allows scientists to prioritize hypothesis testing over debugging legacy codebase infrastructure.