I have spent some time to develop an SQP solver with inherent auto-diff and integrated BLASFEO. No significant results yet.

"Roughly speaking, local optimization methods are more art than technology. Local optimization is a well developed art, and often very effective, but it is nevertheless an art"

- Stephen Boyd