Testing and Automating Quantum Compiler Workflows
RetroQ used retromorphic testing to reproduce known bugs and uncover new defects in PennyLane and Qiskit, including symbolic-parameter, commutation, self-adjointness, and crash failures. Agent-based migration of thirteen Qiskit benchmarks to CUDA-Q was fast but required corrective prompting and showed no consistently superior model, leaving correctness and generalization unresolved.
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Updated Oct 9, 2026