Stop Tuning Models: Why AI Reliability Is a Systems Architecture Challenge

Moving AI agents from demos to production requires shifting focus from model optimization to architectural verification. By implementing a dedicated layer to validate agent claims against real-world state, organizations can mitigate critical action and state hallucinations that prompt engineering alone cannot solve.