The Kiwi project aims to make reconfigurable computing technology like Field Programmable Gate Arrays (FPGAs) more accessible to mainstream programmers. FPGAs have a huge potential for quickly performing many interesting computations in parallel but their exploitation by computer programmers is limited by the need to think like a hardware engineer and the need to use hardware description languages rather than conventional programming languages.