Claude Code sucks but is still useful: experiences maintaining Julia’s SciML scientific computing infrastructure
October 6 2025 in Differential Equations, Julia, Mathematics, Programming, Science, Scientific ML | Tags: agentic ai, Claude, differential equations, julia, llm, numerical analysis, physics, scientific computing, vibecoding | Author: Christopher Rackauckas
Claude Code sucks but is still useful: experiences maintaining Julia’s SciML scientific computing infrastructure
So it’s pretty public that for about a month now I’ve had 32 processes setup on one of the 64 core 128gb RAM servers to just ssh in, tmux to a window, and tell it to slam on some things non-stop. And it has been really successful!… with the right definition of success. Let me explain.
This is a repost of the long post in the Julia Discourse.
* How is Claude being used, and how useful has it been?
j-bowhay, post:1, topic:131009
I think the first will answer the others. Basically, Claude is really not smart at all. There is no extensive algorithm implementation that has come from AI. I know some GSoCers and SciML Small Grants applicants have used AI (many without disclosure) but no wholesale usage has … READ MORE