Engineering & Architecture
Engineering Blog
Deep dives into distributed sports data pipelines, sub-50ms WebSocket feeds, state reconciliation, and building high-scale cricket infrastructure.
Achieving Sub-50ms Global Latency for Live Cricket Feeds: Edge Caching & Gateway Design
How SportXAPI decoupled free-tier and paid enterprise gateways, implemented distributed in-memory edge caches, and eliminated database contention during IPL final peak traffic.
Processing 30 Million Ball-by-Ball Events Without Dropping a Single Delivery
An inside look at our event ingestion pipeline, Redis cluster state queues, and idempotent event sourcing that guarantees zero duplicate balls or lost wicket events.
Scorecard State Reconciliation: Handling Rain Delays, Super Overs, and DLS Calculations
Why cricket scoring is one of the most complex state machines in sports technology, and how our rule engine automatically recomputes revised targets and run rate matrices in real time.