"Way" means "far". You can use it like this:

I was out way past midnight.

This means that you stayed out not just until 12:05 or 12:30, but several hours past midnight.

Here's another example:

There's no use apologizing now. We're way past that point.

You might say this if someone has made you so angry that there's no chance that you'll forgive them.