Ok, I see you got a lot of recipes, but since you said you want to get away from canned foods as well, I will tell you the long way to make a pot of chili beans.
I use a slow cooker to make beans. Use whatever kind you like (I use pinto beans for chili beans, but you could use whatever variety or combo you like, looks like Brooks uses red beans.) Sort out two cups of beans, removing any rocks, shriveled or broken beans. Rinse them and then place them in a large bowl or in the crockpot and fill with water. Soak them overnight. Next morning, rinse the beans again and place in the crock pot with fresh water (about 3 inches above the beans).
For basic beans, I add some sort of salt and some sort of oil. This could be a chunk of salt pork by itself. It could be a a couple of tablespoons of cooking/olive/whatever-kind-you-like/have-on-hand oil and salt to taste (I'd put about 1/4 tsp because I don't cook with much salt). Sometimes I use a few slices of bacon. Cook on high for 6-8 hours.
Basic chili is just a gravy made with chili powder. The basic recipe is brown a pound of whatever kind of meat you want to use (ground beef, pork or turkey -- i sometimes make chili with pork chops or round steak, browned and then chopped to add back to the skillet), crush or mince at least 5 cloves of garlic to add to the meat while it browns. Once it is browned add two tablespoons of flour (or whatever thickener you would like to use depending on need to be gluten- or wheat-free) and two tablespoons of chili powder, salt to taste. Once all of this is absorbed by the oil from the meat you have browned, add water. Bring to boil to think. Simmer down to desired gravy consistency.
If you want extra flavors in your chili, you would chop and add whatever other veggies you want while browning the meat. Onions or bell peppers for example. The Brooks can says that it has tomato paste. After the meat has absorbed the chili powder and flour, add 2 tablespoons of tomato paste, more if you want more tomatoey flavor, then add the water. The can also says "spices." Even though I use fresh garlic, I will sometimes add garlic powder. You can also add cumin or oregano, which are common chili ingredients.
I usually just mix the two when they are done cooking, but you could add the chili mixture to the beans while they are cooking, too.
I use this type of red chile powder: http://www.amazon.com/Corona-Real-Mexico-Chili-Powder/dp/..., but I'm sure any type of chili powder that you like will work.
There is nothing like a fresh pot of beans and chili! Hope you enjoy it, and I wouldn't mind hearing if you give it a try. Feel free to PM me if you have any questions about my directions. :)