co-authored with Rody Davis Coding agents and the way we use them has already dramatically evolved since their arrival just a handful of months ago. Initially, the focus was heavily on observation — reviewing every single output line by line. But as models rapidly increased in capability, the industry shifted toward true agentic engineering.