Aluminum conducts heat a ton, so if you're not careful everything burns in seconds. What saves you is keeping the heat low from the start and, most importantly, stirring constantly during the first five minutes while the potatoes and onion release that sticky starch. I once threw in finely chopped potatoes on medium-high heat thinking it would be quick, and in less than a minute the bottom was already black; ever since I always start on low and don't stop stirring with a wooden spoon until I see the mixture starting to soften. It also helps a lot to add the broth or water once the vegetables are a bit wilted, not at the beginning, because that way you avoid them sticking to the pot while they cook.