One of the main challenges in the theory of heavy ion collisions is understanding how an initial state of two highly Lorentz-contracted nuclei acquires the features of a hydrodynamic plasma in a characteristic time of 1 fm/c. Arguably, the most successful descriptions of this out-of-equilibrium stage have been established by finding so-called “attractor” solutions in the various (simplified) theories that attempt to capture out-of-equilibrium dynamics of QCD. These attractors are characterized by a loss of sensitivity to the initial conditions, which is achieved because the kinetic theory is dynamically driven to a preferred “attractor surface” in the phase space of the theory, often well before hydrodynamization in weakly coupled kinetic theory. In this context, the adiabatic hydrodynamization framework [1,2] is a promising candidate to describe and characterize attractors in a model-independent formulation. In principle, all that needs to be done is to establish the dominance of an effective ground state in the dynamics of the system. This was done analytically in [2] for the first stage of the bottom-up thermalization scenario [3], demonstrating a dynamical reduction in the number of active degrees of freedom much earlier than the hydrodynamic regime. A key observation made in [2] was that such effective ground states may require a time-dependent change of coordinates for their dominance to be manifest. Ultimately, such a change of coordinates is one of the defining characteristics of the sought attractor solution, and therefore it becomes imperative to define a procedure to find the “optimal” coordinate transformation for a given theory. In this talk, I will demonstrate how such a procedure can be used to describe attractor behavior in the Bjorken-expanding kinetic theory of a dilute gluon gas. I will then lay out the path to explore more realistic descriptions of the expanding QGP, including the later stages of bottom-up thermalization. [1] Brewer, Yan, Yin, arxiv:1910.00021 [2] Brewer, Scheihing-Hitschfeld, Yin, arXiv:2203.02427 [3] Baier, Mueller, Schiff, Son, arXiv:hep-ph/0009237