StanceStream

A real-time AI policy debate built for the Redis AI Challenge 2025. Agents debate over WebSockets, with Redis JSON, Streams, TimeSeries and Vector behind it, a semantic cache, and a fact-checking step.

Role: Creator
Years: 2024
Status: Live
Stack: AI
Redis
WebSocket
GPT-4
React 19
Express.js

Visit stancestream.vercel.app Source on GitHub

stancestream.vercel.app2024

Numbers

Redis Data Models: 4

The brief

Keep several AI agents debating in real time, each with memory, while using all four Redis data models.

The build

An Express and WebSocket server, a React 19 and Vite front end, agents with persistent personalities, a Redis Vector semantic cache, and fact-checking against more than one source.

What shipped

Entered in the Redis AI Challenge 2025. Live at stancestream.vercel.app.

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Contract, advisory, or full-time. Tell me what you are building.

Start a conversation hello@elizabethannstein.com

Numbers

The brief

The build

What shipped

Related work

Hiring for something like this?