AI coding assistants often guess on platform specifics, and needs infrastructure level thinking, not just smarter prompts. 🚨
Context7, built on MCP, injects live Upsun docs at query time so guidance reflects today’s configuration, services, and deployment flows. You reduce rollbacks and ramp up new engineers faster.











