Extreme thermal conditions with heat flux densities exceeding 1 MW·m−2 or temperatures reaching up to 1000 °C are prevalent in various situations. However, the ability of thermal protection either depends on specialized materials or is currently limited with existing cooling schemes. Herein, we propose an innovative cooling scheme that relies on evaporation‐driven capillary flow enhanced by nanoengineering‐designed porous structures with common materials. Experimentally‐obtained capillary flow cooling curve identifies critical heat flux corresponding to evaporation‐driven flow stage, where coolants cool the surface and subsequent vapor impedes heat transfer from thermal boundaries. Nanoengineering provides opportunities for enhanced capillary flow, which proves to endow bronze, TC4, and Al2O3 with thermal protection ability 50%−180% higher than that without nanoengineering‐designed. Our scheme achieves critical heat flux up to 2.0‐3.1 MW·m−2, and performs thermal dissipation capacity almost twice higher than inherent latent heat of coolant. Furthermore, in a supersonic wind tunnel with total temperature reaching up to 1792 K, our scheme effectively protects surfaces by cooling them to surface temperatures below 500 K. Nanoengineering‐enhanced capillary cooling gives access to the application of common materials for high‐temperature and high‐heat‐flux environments and paves the way for the development of lightweight, long‐lasting, and large‐scale solutions for thermal protection.This article is protected by copyright. All rights reserved