Ask HN: How to get my hands on flight data?

Yes, yes I know there are countless flight search engines. However I've had an idea that I haven't seen anyone else do and which I know has merit because that's how I get cheaper flights.

So, if I wanted to build a search engine which implements this idea, how would I go about getting flight data? Free data first, if possible ;-)

Thank you