How did the first stars shape the universe? The MEGATRON suite of radiation-hydrodynamics simulations reconstructed the chemical fingerprints of the universe's first stars, showing a single Population III pair-instability supernova in a 10⁷-solar-mass halo naturally produces the iron-metallicity plateau seen in today's ultra-faint dwarf galaxies. The supercomputer as a time machine.