LaFountaine's Paradox of Security - a novel scientific framework using Python-anchored systems can remain operational and secure at the same time. It introduces a paradox-firewall model that detects contradictions, halts unsafe flows, and enforces continuity through ethics-sealed logic. This paper presents the mathematical structure, operational model, and reproducibility foundations behind the paradox, offering a new pathway for securing critical infrastructures at scale.