#SWR
Articles tagged with "SWR"
2 articles
ai-development
March 13, 2026
Real-Time AI Chat: WebSockets vs Polling in Production
We shipped a production AI chat on 5-second SWR polling before touching WebSockets. When polling is the right call, when it stops being enough, and how to migrate.
Ostap Kovalisko
Founder & AI Systems Architect
7 min read
WebSocketsPollingSWR
ai-development
December 11, 2025
Next.js Architecture for AI Dashboards: SWR, Streaming, and Auth
Patterns from building a production AI dashboard in Next.js: SWR polling tiers, streaming chat, token-based auth to an Express backend, and what to skip.
Ostap Kovalisko
Founder & AI Systems Architect
7 min read
Next.jsReactSWR