What are your tips if any on saving as much as possible when grocery shopping?

I remember back when I worked at a grocery store, sales were cyclical. So if you pay attention to the lowest price a brand goes down to, you can keep track of how often it sells at that price. A lot of them are monthly or quarterly. Eventually you can plan your shopping trips around what you know will be at its lowest price.