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Lets AI coding agents simulate venues, replay traces through positioning filters, pinpoint error windows and nearby beacons, and A/B test configuration fixes across scenarios on identical seeds. All results come from the engine's own replay and metrics code, so accuracy claims and regressions can be verified rather than guessed from source.