The major ,and I mean major difference is that Augustine(along with all the other fathers) understood the Sacraments (especially the Eucharist)as Channels of Grace.
Calvinist Ignore the fathers regarding this and side with John Calvin. Therefore John Calvin is their pillar and foundation of truth.
Until the last sentence, you were right. GOD as revealed in Scripture is our pillar of truth.