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Large Language ModelsVercel AI BlogPublished: Apr 3, 2026, 10:00 JST1 min read

Waldium's AI-powered CMS serves 500+ customer blogs from a single Vercel deployment with sub-50ms response times

3 Key Points

  1. Two-person YC-backed startup co-founded by Amrutha Gujjar and Shivam Singhal built an agentic CMS that automates content research and creation

  2. Each customer blog gets its own MCP server endpoint enabling AI agents to query content directly, with new customers live in under 5 minutes

  3. Infrastructure-first design approach on Next.js reduces costs by 45% compared to per-customer deployment models while maintaining globally consistent sub-50ms query response times

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