{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/fb6b6732166f410aa6872ba9c32ca274\" frameborder=\"0\" width=\"1280\" height=\"960\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":960,"width":1280,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":960,"thumbnail_width":1280,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/fb6b6732166f410aa6872ba9c32ca274-04e0054e8dcc20c7.gif","duration":246.471,"title":"Autonomous Vibe Finder Architecture with Safety Loops","description":"Hi everyone, I am Raymond, and today I am excited to show you a gentec vibe finder I built as an autonomous creator. It uses a plan, act, reflect, refine loop where it first plans from fuzzy natural language into a structured profile, selects a scoring strategy, then reflects and retries until the energy matches, with a reliability layer that blocks contradictory songs and a RAG knowledge base for expert insights. In my live demo, it handled high energy pump, relaxed but intense rock with safety conflicts, and tired but focusing. The system currently has a 100% rate on its safety and reliability criteria. I did not ask you to do anything during the demo."}