Strong \(A_\infty\) weights are introduced. Then, degenerate elliptic equations with respect to a power of a strong \(A_\infty\) weight are studied. Then, Harnack inequality and local regularity results for weak solutions of a quasilinear degenerate equation in divergence form under natural growth conditions are proved. We stress that regularity results are achieved under minimal assumptions on the coefficients.