The Combine actually just "recycled" or "retro-reinvented" a lot of Earth's existing tech, and few components are actually alien (examples of alien tech are the Pulse Rifle, for example), aside from the Synths.
Even the Overwatch Elite's armour and helmets are made from Earth technology, albeit...