Agroforestry, the integration of trees with agricultural or livestock systems, holds significant promise for sustainable land management and addressing various environmental challenges. This comprehensive review explores the multifaceted benefits and challenges associated with agroforestry systems, focusing on their interactions with agronomy crops. We delve into the ecological, socio-economic, and climate-related dimensions of agroforestry, highlighting its potential to enhance productivity, conserve resources, and mitigate climate change impacts. The review begins by examining the historical context and conceptual foundations of agroforestry, elucidating its diverse array of products and services. Through case studies and empirical research, we explore the ecological benefits of integrating trees with crop production, emphasizing improvements in soil fertility, water quality, and biodiversity conservation. Furthermore, we discuss the role of agroforestry in climate change adaptation and mitigation, including its capacity for carbon sequestration, soil restoration, and resilience-building in the face of extreme weather events. A critical analysis of agroforestry's implications for agronomy crops reveals both opportunities and challenges. While agroforestry systems have shown potential to enhance crop yields, improve soil health, and diversify income sources, they also present complexities related to competition for resources and management practices. Insights from studies conducted in various agro-ecological contexts provide valuable guidance for optimizing the design and implementation of agroforestry systems to maximize their benefits for agronomy crops. This review underscores the importance of interdisciplinary collaboration and knowledge exchange in advancing agroforestry research and practice. By integrating principles from agronomy, ecology, economics, and forestry, we can develop innovative strategies to harness the full potential of agroforestry for sustainable agriculture and environmental conservation.