Nivra: Turning a Hackathon Idea into a WebMCP Architecture Workspace
How Nivra went from a vague hackathon direction to a tested WebMCP workspace: choosing the right idea, making architecture the shared context, and proving that human UI, agent tools, and deterministic validation could work from the same model.
10 min read