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    Struggling to Pick a DB for Vibe Coding? Upstash, Supabase, Neon Compared

    Struggling to Pick a DB for Vibe Coding? Upstash, Supabase, Neon Compared

    Beyond the Hype: Choosing Upstash, Supabase, or Neon for AI-Assisted Development Stop comparing these as direct rivals. They solve different problems, and picking wrong causes avoidable friction. Here’s how to decide based on what you actually ship: If you need caching, rate limiting, or queuing (e.g., protecting API routes, managing sessions, caching expensive queries): Use Upstash. It’s not a database—it’s a serverless Redis layer that works where TCP Redis fails (Cloudflare Workers, Vercel Edge). Its REST API means zero connection headaches in serverless. Add @upstash/ratelimit for 3-line rate limiting, or QStash for job queues. Do this on top of your… ➡️➡️➡️