The search for the best strategy in literacy education is a lingering phenomenon. From time to time one strategy is claimed to work best, only to be critically challenged and replaced by another. There is always debate about what the best strategy is. The belief that there is supposed to be only one best strategy is not consistent with the fact that there are diverse views on what it should be. This paper argues that the search for the best strategy is not looking for the best among various practices. Instead, it calls for a critical examination of our underlying philosophical beliefs about it. Hence, the discussion of the best strategy is divided into three philosophical phases: objectivist, deconstructivist, and praxis. The search is argued to be taking a journey of philosophical investigations rather than finding a certain practice superior to all others.