The liberal peace approach guided the Disarmament Demobilisation and Reintegration (DDR) programmes under the auspices of the United Nations. While both practitioners and policymakers recognised that context fitted approaches are required, which resulted in the revision of DDR policy and practice, the driving principle approach remained the liberal peace theory, which creates a hierarchical relationship between the intervener and the intervened. I argue that applying the relational sensibility concept that places relations, dialogue, and hybridity in its focus can (potentially) contribute to a more effective locally designed, led, and implemented reintegration programme that is owned by the different stakeholders instead of imposed. Most reintegration programmes focused on the economic reintegration of ex combatants yielding limited results. I argue that social development for not only former combatants but also for youth at-risk of criminalisation is an essential element of reintegration. I probe the applicability of an alternative peace-building approach to the liberal peace that prioritises actions over relations by reviewing past DDR programmes and a specific case study in Somalia. I establish that an inclusive, community-based reintegration programme that focuses on the social rehabilitation and integration of vulnerable and at-risk youth by strengthening their social and spiritual capitals, as well as promotes restorative justice, can contribute to the decreased level of aggression at the individual level and the perceptions of the increased level of community security in Somalia. I conclude that DDR programmes both policy and practice, should look into more community-based approaches, inclusivity, and balancing between social and economic development opportunities.