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Retail Tech & AI7 min read

Real-Time WebSocket Architecture: Powering 30-Second Rider Matching

How bi-directional WebSocket connections, Redis Pub/Sub, and event-driven microservices coordinate instantaneous order handshakes between store and rider.

Author: FirstMartt Distributed Systems TeamTopics: Retail Technology Startup, Hyperlocal delivery platform India, AI Commerce Startup India

When a customer hits 'Confirm Order', a complex symphony of distributed events must execute in parallel within seconds:

  • The customer's digital payment is captured and verified.
  • An audio alert triggers on the merchant's POS tablet.
  • Nearby active delivery riders within a 2km radius receive an interactive order notification with pickup coordinates and payout details.
  • Live GPS telemetry maps the rider's approach in real-time on the customer's phone screen.

Event-Driven Architecture with Redis Pub/Sub

FirstMartt utilizes persistent bi-directional WebSocket connections managed across lightweight microservice instances:

  • **Zero Polling Overhead:** Eliminates battery-draining HTTP polling by pushing order state changes instantly over lightweight WebSocket frames.
  • **Idempotent State Machines:** Guarantees that even if cellular connection drops momentarily, order state transitions (Created → Accepted → Packed → Dispatched → Delivered) never duplicate or drop.
  • **Automatic Reconnection & Queue Buffer:** Offline rider devices automatically replay unacknowledged event packets the millisecond network connection resumes.

This robust architecture ensures 99.99% dispatch reliability during heavy peak rush hours.

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