Ride-sharing Backend

1M riders, 100k drivers. Match in < 500ms. Location updates 1/s. Budget: $8k/mo.

Run the ride-sharing baseline, then satisfy matching latency with fast location reads, durable state, notification fan-out, and budget headroom.