The learning note covers the Introduction to the CLEAR-AA and Twende Mbele’s approaches to strengthen evidence use in African parliaments; the value of embedding M&E within a broader evidence use framework; the fruits of peer learning in strengthening parliamentary capacity; the challenges and advantages of collaborative parliamentary capacity-strengthening programmes and recommendations for improving parliamentary capacity strengthening initiatives in Africa