Abstract: In view of our many years of experience, the first principles computation methods and procedures are briefly and systematically reviewed for the study of metal/metal-oxide interfaces. A combined first principles based thermodynamics and classical diffusion kinetics analysis is demonstrated to develop a fundamental understanding of the interface-level microstructure formation and evolution of Cu/(Al2O3)p composites during internal oxidation fabrication, which can guide experiments in promising directions.