June 24, 2026

Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

a man in a suit is reading a book
Clayton Cardinalli / Unsplash

As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software scaffolding that connects the backbone LLM to its environment. Currently, harnesses are largely static and...