A joint research team from Xi'an University of Architecture and Technology (XAUAT) fabricated an Al-Zn-Mg-Cu/Al₂O₃ composite deposit using laser-assisted cold spray (LACS) solid-state additive technology, achieving ultra-high density and bimodal grain structure. After non-isothermal annealing at 270°C, the ultimate tensile strength reached 485 MPa and microhardness 170 HV, with simultaneous improvements in strength and ductility; among strengthening mechanisms, precipitation strengthening contributed 32%. This study employs LACS, a solid-state additive manufacturing technique, to avoid hot cracking and elemental segregation common in melt-based manufacturing, offering a new paradigm for developing heat-sensitive high-strength aluminum alloys and potentially solving hot cracking challenges in traditional fusion-based additive manufacturing.