The Echo-Weaver is a 30-second continuous one-take AI short film exploring architectural heritage, memory, and regenerative futures. Created natively within CapCut Video Studio using Seedance 2.5, the film utilizes precise camera trajectories and multimodal consistency to travel seamlessly from ancient stepwell foundations to soaring solar-punk skylines.