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MERN + API
WebSockets + Webhooks
Realtime + event-driven — the backbone of modern apps
What it is
WebSockets for bidirectional realtime (chat, typing indicators, live dashboards); webhooks for receiving events from third-party SaaS (Stripe paid, HubSpot updated, Slack mention).
How Vaaani uses it
- Streaming LLM tokens to the chat UI as they generate
- Live agent status: 'agent is thinking → calling tool → responding'
- Webhook receivers turning Stripe events into AI-driven follow-ups
- Realtime dashboard updates without polling
Why it makes the cut
Polling wastes bandwidth and feels slow. Realtime UIs feel magic — and they're cheap with Socket.io or native WebSockets.
Sample code
import { Server } from "socket.io"; const io = new Server(httpServer); io.on("connection", socket => { socket.on("chat", async q => { for await (const tok of streamLLM(q)) socket.emit("token", tok); }); });
Related in the Vaaani stack
Have a project that needs WebSockets?
30-min discovery call. You describe the busywork; I map it to an AI worker and a budget.