Alibaba-backed Moonshot has launched its Kimi K2.5 model, positioned as a cutting-edge open-source solution for "vibe coding." This model can craft web interfaces from images or videos, utilizing its training on 15 trillion text and visual tokens. Features include an "agent swarm" beta that enhances task performance by running up to 100 sub-agents simultaneously, potentially reducing end-to-end latency by 80%. If successful, Kimi K2.5 could redefine coding for non-experts.