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Comment by NitpickLawyer

1 day ago

> the Charmbracelet people have as much of a shot at building something truly exception as Anthropic does.

Yes and no. OpenCode is a great example of yes. But at the same time Anthropic gets to develop both client and model together. THey get to use the signals from the client, and "bake in" some of the things into the model. So their model will work best with their client. And somewhat less competent with other clients (you can kinda sorta see that today with opus in cc vs. in cursor).

For example, cc was (to my knowledge) the first client to add <system_reminder> tags from time to time. How often, how the model used them and so on? That's basically "signals", and they work together. And it works beautifully, as cc seems to stay on task better than OpenCode while using the same model.

Anthropic has obvious advantages and I'm not saying there's a level playing field (they also have the financial resources of a mid-sized industrialized nation). I'm saying that there's an absolute limit to how much work you could personally do on a frontier model, and that limit doesn't exist for agents; you could realistically clever your way out ahead of Claude Code --- who knows? We've only had these things working for real for a year.