Move over, Claude: Moonshot's new AI model lets you vibe-code from a single video upload

Moonshot's new open-source Kimi K2.5 AI model generates complete web interfaces directly from uploaded images or videos, eliminating the coding steps required by competitors like ChatGPT and Claude. The model, trained on 15 trillion visual and text tokens, demonstrated this "vibe coding" capability by recreating websites from screen recordings, though with some visual imperfections. Moonshot also introduced an "agent swarm" feature using up to 100 sub-agents simultaneously, reducing processing time by up to 80% for complex tasks.