The fast development and release of automated tools is transforming how we conduct research. Many of these tools (technologies) appear to be very powerful: allowing us to do our work much faster, and maybe more efficiently. But they create a question: as we integrate these tools into our scholarly work, how do we ensure that we are not just doing things faster, but also doing them right?