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The design of feedback biomolecular controllers is essential to synthetically regulate biological processes in a robust and timely fashion. Here the authors introduce a wide array of biomolecular Proportional-Integral-Derivative (PID) controllers that are capable of enhancing stability and dynamic performance, and also reducing stochastic noise.