Quantum error correction codes are essential for maintaining qubit coherence in noisy environments by encoding logical qubits into a larger number of physical qubits. These codes detect and correct errors without measuring the quantum information directly, thus preserving the superposition state. Techniques like the surface code and the Shor code are widely used in frameworks such as Qiskit and Cirq to implement error correction in quantum circuits.

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