If you study algorithmic trading, you quickly hit a tension. Live markets are expensive to replay at full fidelity, and toy models (pure Poisson arrivals, IID noise) look nothing like the bursty, directional microstructure you see in real message feeds. In 2024, our group set out to build a market …