43% of enterprise AI agents fail in production — not because of bad models, but broken runtime. Container restarts erase context. Hallucinations compound into catastrophe. Token costs silently breach business cases. Teams spend more time managing plumbing than building intelligence. SCORPGUARD is the runtime layer that fixes the last mile. We persist agent state across restarts, detect hallucination cascades before they reach step 12, monitor cost per action in real time, and automatically roll back to safe checkpoints when anomalies emerge — all running on AMD Instinct MI300X with ROCm and vLLM. Built by Team Scorpion. Intelligent systems. Secured.