Adding more cameras can definitely improve robustness, but synchronization and calibration become super important once you go beyond the default setup. Even small timestamp offsets between sensors can throw VIO off pretty badly. I’d also keep an eye on bandwidth and CPU usage because extra camera streams add up fast on embedded systems.
K