Kenya is not a rich country, but hardly suffers from "civil wars, coups, and a starving population". Not all African countries do.
There's a lot of change happening now in Kenya, especially in terms of stable and democratic governance, but in no way is it not corrupt. It ranks at near the top consistently amongst African nations for corruption and bribery at all levels of the government.