Just to clarify as OP, the point here is not that Claude is not contributing to serious work, just that the dashboard suggests a lot of usage in public GitHub repos seems to be tied to low attention, high LOC repos. This is at least something to keep in mind when considering the composition of coding agent usage, and when assessing the sustainability of current trends.

In hindsight the headline was a bit more sensational than I meant it to be!

This seems to be the same misunderstanding about agentic coding I see a lot of places.

Agentic coding is not about creating software, it's about solving the problems we used to need software to solve directly.

The only reason I put my agentic code in a repo is so that I can version control changes. I don't have any intention of sharing that code with other people because it wouldn't be useful for them. If people want to solve a similar problem to me, they're much better of making their own solution.

I'm not at all surprised that most of Claude linked output is in low star repos. The only Claude repos I even bother sharing are those that are basically used as context-stores to help other people get up to speed faster with there of CC work.

Most of my stuff is in public repos because if my crap is useful to someone, yay!

Otherwise I've always used Github as a backup for my code pretty much - and a way to sync my stuff between computers in a controlled matter.

If someone stars my repo, cool. I don't get any notification for those and really don't care. I personally use stars as bookmarks for "this might be cool to try out".

I can’t imagine that will stay the case though. I built https://github.com/andonimichael/arxitect as a first step to using agentic coding in a more production ecosystem. Agents will be able to write useful (and high quality) software over time, their training has just under-prioritized code quality thus far

[dead]