Bitcoin open-source development enters a new phase of oversight. A volunteer red team now uses several Chinese AI models to track flaws in hundreds of projects linked to its ecosystem. The Kimi K3 model, designed by the startup Moonshot AI, plays an important role in this operation. Researchers combine automated analysis capabilities and human expertise to identify risks, then discreetly warn the developers concerned before any detailed technical publication in the crypto ecosystem.