The recent crisis of replicability in Psychology has attracted a lot of attention and is starting to have a visible and growing impact on research practices. After a brief overview, I will present some suggestions based on the lessons learned from the debate on replicability in Psychology. The emphasis will be placed on methodological issues and research practices that increase the likelihood of designing informative experiments and drawing correct inferences from the data, thereby helping researchers to separate the signal from the noise.