Ramp Economist @arakharazian says AI tools are shifting from engineer-focused products to broader applications, which he expects will drive the greatest productivity gains: "A lot of the early adoption is where you'd expect." "These are the tools developed by engineers, for engineers, and therefore the best productivity-enhancing tools were things like Claude Code or the AI code editors, things that would directly help the people who were building the technology in the first place." "What we're going to start to see soon is how it's going to affect other parts of the labor force." "Increasingly, there are AI agent tools that can automate and have access to a broader context of a worker outside of a coding tool. You can start to imagine a more typical office worker benefit from these tools now." "That's where we're going to see the greatest productivity gains as those tools proliferate." "And, we're starting to see that change in business strategy now from the model companies themselves. Anthropic is doubling down on subscriptions, increasingly growing its subscription revenue."