Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool
Machine-learning performance modeling is a uniquely hostile terrain for long-lived software: the assumptions baked into today's abstractions are invalidated by tomorrow's models and systems, forcing perpetual refactoring of performance-modeling frameworks. Meanwhile, AI coding agents have become fast and capable enough that regenerating an entire library is cheaper than paying down the tech debt…
We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.
