Nowadays, there is a big debate on redesigning the Internet to meet current and future society needs. In this sce- nario, it is important to consider that actual Internet was designed when computing, communication and storage sub- strate resources were very limited. Technology evolution was much slower than today. In this context, some questions are: how technology evolution will affect design this time; is there any impact of accelerated technological evolution in the choice of candidate technologies; how designs can incorporate technological advances that are increasingly more frequent? This paper contends that: technology evolution is a stronger requirement this time; substrate resources evolution needs to be decoupled from software - and virtualized; and research, development and experimentation needs to be online - integrated on the architecture itself. The paper proposes and discusses two scenarios for online development on Future Internet.