A GaN edge emitting laser is provided comprising a semi-polar GaN substrate, an active region, N-side and P-side waveguiding layers, and N-type and P-type cladding layers. The GaN substrate defines a 20 21 crystal growth plane and a glide plane. The N-side and P-side waveguiding layers comprise a GaInN/GaN or GaInN/GaInN superlattice (SL) waveguiding layers. The SL layers of the N-side and P-side SL waveguiding layers have layer thicknesses between approximately 1 nm and 5 nm that are optimized for waveguide planarity. In another embodiments, planarization is enhanced by ensuring that the N-side and P-side GaN-based waveguiding layers are grown at a growth rate that exceeds approximately 0.09 nm/s, regardless of whether the N-side and P-side GaN-based waveguiding layers are provided as a GaInN/GaN SL, GaInN/GaInN SL or as bulk layers. In further embodiments, planarization is enhanced by selecting optimal SL layer thicknesses and growth rates.