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Poor diet quality related to inadequate complementary feeding is a major public health problem in low and middle‐income countries including Ethiopia. Low dietary diversity has been linked to negative health outcomes in children. To provide a package of interventions to close nutritional gaps through agriculture, the Sustainable Undernutrition Reduction in Ethiopia (SURE) programme was set up as a multi‐sectoral initiative and the results of combined effects of community‐based and enhanced nutrition services, compared to community‐based alone, on diet diversity and diet quality of complementary feeding of young children are presented. The study used pre‐ and post‐intervention design. Baseline (n = 4980) data were collected from May to July 2016, and follow‐up (n = 2419) data from December 2020 to January 2021. From 51 intervention districts having the SURE programme, 36 intervention districts were randomly selected for baseline and 31 for the follow‐up survey. The primary outcome was diet quality: minimum dietary diversity (MDD), minimum meal frequency (MMF) and minimum acceptable diet (MAD). Comparing endline to baseline over the 4.5‐year intervention, the use of standard community‐based nutrition services of growth monitoring and promotion increased (16%–46%), as did enhanced nutrition services of infant and young child feeding counselling, and agricultural advising (62%–77%). Women involved in home gardening significantly increased (73%–93%); however, household production of food decreased yet consumption of most own‐grown foods increased. Importantly, MAD and MDD increased four‐fold. The SURE intervention programme was associated with improvements in complementary feeding and diet quality through enhanced nutrition services. This suggests programmes targeted at nutrition‐sensitive practices can improve child feeding in young children. Key messages: Improved nutrition of young children can result from interventions that combine nutrition and agriculture through joint household visits by health and agriculture extension workers.Use of standard nutrition services increased over time when presented with other services that include enhancements that increase men's participation.Improvements in complementary feeding and diet quality of infant and young child feeding are achieved through enhancement of nutrition services over and above community‐based services. [ABSTRACT FROM AUTHOR]