Flying hardware must perform its intended function under harsh environmental conditions while fulfilling strict requirements due to boundary conditions like weight, size, and power consumption. The design must exhibit redundancy and resilience against adversary conditions and special care has to be given to thermal management and energy sources. We will discuss design rules to cope with specific problems and present a prototype system based on the multicore chip P8X32A.