Rural labour has been vital to various agricultural operations. The recent trends suggest that rural labour has significantly shifted from agriculture to non-agricultural activities, impacting employment dynamics and rural economies. Rural-to-urban migration, farm mechanization, education, non-agricultural sector opportunities, land fragmentation, demographic changes, and various policy interventions have influenced rural labour supply and its role in agriculture. Understanding these changes is key to addressing emerging challenges and ensuring agricultural sustainability amidst shifting labour landscapes. While migration offers benefits like remittances, it also introduces labour shortages. Farm mechanization enhances productivity but may lead to displacement. Education is crucial for modernizing agriculture, yet access remains unequal. Non-agricultural sectors provide alternative livelihoods but exacerbate income inequality, which is a concern. Land fragmentation hampers efficiency, and demographic shifts alter rural youth aspirations. The impact of climate change on rural livelihoods is profound, as it exacerbates existing vulnerabilities, particularly the reduced agricultural productivity, increased migration, and changing employment patterns. Addressing these challenges requires comprehensive policies promoting inclusive growth, skill development, sustainable land management, and supportive infrastructure. Overcoming these hurdles will ensure equitable rural development and agricultural resilience. Policy interventions, such as weather-based insurance and the MGNREGS, aim to mitigate these effects by providing employment and resilience-building opportunities. Challenges such as structural issues in the rural economy, inadequate skill development, and labour shortages require comprehensive strategies focusing on agricultural revitalization, skill enhancement, and rural entrepreneurship. Efforts to integrate farm and non-farm sectors, empower women, and promote sustainable resource utilization are also essential.