Calling a large language model API at scale is expensive and slow.
You've probably written a decorator or two in your Python career.
Language models (LMs), at their core, are text-in and text-out systems.
The open-weights model ecosystem shifted recently with the release of the
If you've ever watched two agents confidently write to the same resource at the same time and produce something that…
If you have worked with retrieval-augmented generation (RAG) systems, you have probably seen this problem.