Upstash is the only practical solution for using Redis and Kafka in serverless/edge scenarios — REST API is compatible with Cloudflare Workers/Vercel Edge and other environments where native Redis cannot reach. The free tier is sufficient for MVP development; rate limiter and QStash are two invisible superpowers for OPC. But the additional latency from the REST protocol makes it unsuitable for sub-millisecond scenarios.












