The open-source adversarial financial OS. We Red Team trading strategies before they touch capital — real Calmar 3.055 vs LLM-estimated 0.002. Powered by NVIDIA DGX Spark GB10.

Lock-free concurrent scheduling for 10,000 financial instruments at 1.37ms. Sun Zi Suanjing's 279 CE theorem meets NVIDIA DGX Spark. Linear scaling proven.

Production-ready local AI agent stack for NVIDIA DGX Spark / ASUS GB10. Gemma 4 31B NVFP4 + bge-m3 embeddings + OpenClaw gateway, one docker compose up.