See the release blog post for DifferentialEquations.jl v7:
Note that this describes breaking changes to the linsolve interface and thus is an important read for users of that interface. also there’s fun stuff in there like integro-differential equations, but most of it is good hardcore large-scale stiff ODE solving with high-performance techniques!