You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Scientists have developed a new error correction approach that led to the highest fidelity of entangled, logical qubits on a ...