This article examines sustainable agriculture's core objective: reducing environmental impact while ensuring continuity in food production. It distinguishes agroecology from sustainable agriculture and organic food production. The feasibility of sustainable organic food production in controlled settings is explored, especially for animal farming. The paper underscores agriculture's substantial greenhouse gas (GHG) emissions and the pressing need for action. It discusses the intricate relationship between agriculture and climate change, emphasizing the challenges in meeting emission reduction targets within the sector. In this article, Carbon Capture Storage (CCS) is explored as a viable method to reduce agricultural emissions. Additionally, EU policies such as the Carbon Border Adjustment Mechanism (CBAM) and EU Emissions Trading System (EU ETS), are designed to align agriculture with climate objectives. Integrating agriculture into CBAM presents challenges due to the absence of a carbon pricing mechanism. EU's policies and EU's CBAM in this paper are given just a good decarbonization model that can be implemented worldwide. Balancing environmental preservation, economic stability, and international relations is complex in agriculture, as a significant emitter of GHGs. Innovative strategies like Agricultural Sector Management and Carbon Absorption offer promise in reducing agricultural emissions. This study employs a triangulation approach and contributes significantly to the field of sustainable agriculture. It explores various aspects of sustainable agriculture, tackles challenges related to climate change, and presents decarbonization strategies. These findings have relevance for all who are involved in agriculture and environmental sustainability.