There were a few things added since Alpha 2 was released (onion skinning, autotiling, and enhanced debugger being among the biggest). However, you can download Beta 1 now. Beta status means that development has entered “feature freeze” - no new features will be added between now and release, only fixes and enhancements.
Oh ok I never knew the Beta was already released, thanks then