Advances in technology dramatically accelerate biology research, with computation being a standout example. Typically, adapting a new technology follows stages from method creation, via proof-of-concept application to biology, to the development of usable tools. Creating user-friendly software to bridge computer science and biology is a crucial step, yielding high returns on investment and driving biological discoveries. However, we need dedicated resources and a shift in the academic reward system to harness the full potential of computer science in biology.