I will present and discuss recent results obtain with FLAMES on VLT, highlighting the power of detailed chemical abundance patterns of large samples of stars to unravel the various evolutionnary paths followed by dwarf galaxies and the Magellanic Clouds. Similiarities, differences, and their implications for the formation and evolution of small systems will be discussed, as well as their role in building larger galaxies such as our own Milky-Way.