The multilingual-status example is a good entry point: using a display string as a shared invariant is the kind of mistake that feels harmless until it isn't. What I found most interesting is the holonomy framing — that the same connections can demand different repairs depending on how corrections propagate is a genuinely non-obvious insight. And the distinction between knowing a repair exists (0 queries to decide) and actually constructing it (2 queries) is the kind of result that should shape what we let agents change unsupervised.
Thanks for your comment! I’m glad you read the article.
I chose to focus on refactoring AI-generated code, which I expect to become an increasingly important challenge in the age of AI. I’ll keep working on tools to bring Ariadne into everyday software development!
netproxy
The multilingual-status example is a good entry point: using a display string as a shared invariant is the kind of mistake that feels harmless until it isn't. What I found most interesting is the holonomy framing — that the same connections can demand different repairs depending on how corrections propagate is a genuinely non-obvious insight. And the distinction between knowing a repair exists (0 queries to decide) and actually constructing it (2 queries) is the kind of result that should shape what we let agents change unsupervised.