Sustainable agricultural practices necessitate the effective treatment and usage of waste produced throughout the farming and harvesting process, which is known as agricultural waste management. It starts by outlining the many agricultural waste sources, such as crop leftovers and animal dung, agrochemicals, and packaging materials. The innovative waste management technologies and strategies such as composting, anaerobic digestion, bioenergy production, and precision agriculture techniques. These advancements offer opportunities to mitigate environmental pollution, enhance soil health, and promote resource efficiency within the agricultural sector. Advancements in technology, policy frameworks, and collaborative approaches, stakeholders can foster sustainable agricultural practices that promote environmental stewardship and support the long-term viability of agricultural systems.