Developers face a real choice: pick a coding model or agent based on synthetic benchmarks that look great but do not predict actual project work. The problem is no longer whether models can score well on those benchmarks; it's whether those scores still mean anything. Today's benchmarks test narrow skills well, but they rarely capture the full workflow of professional development. I wanted somethi