QpiAI is selling this as a bridge from local sim into QCloud and its 8-qubit and 25-qubit machines, so the supply-chain angle matters more than the quantum hype. DeFi learned this with wallet SDKs and RPC clients: examples, notebooks, and agent workflows turn API-key handling into production infra fast. The repo is barely battle-tested today: one unsigned “Initial Commit” on July 8, PyPI v0.1.40 uploaded the same morning, 5 GitHub stars and 0 forks.

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