Techniques are described for providing recommendations to enhance the logging code in a computer program. In particular, the methods described herein can identify source code locations which lack log printing statements or contain noisy log printing statements. The methods analyze static call graph of the source code, the corresponding commit and bug history, and propose recommendations to enhance logging. The logging behavior in methods whose log printing statements have been significantly modified can be considered to be ideal. The analysis discovers such methods and quantifies their logging behavior. It then compares this logging behavior with the logging behavior of highly critical and/or less critical methods to generate logging enhancement recommendations.