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<strong class="journal-contentHeaderColor">Abstract.</strong> Nitrous oxide (N<sub>2</sub>O) is a potent greenhouse gas, and emissions from wastewater treatment plants (WWTPs) represent a significant and highly variable source. Understanding the dynamics in microbial pathways of N<sub>2</sub>O formation and reduction during biological nitrogen removal is essential for targeted mitigation strategies. Stable isotope analysis of N<sub>2</sub>O (δ<sup>15</sup>N<sup>α</sup>, δ<sup>15</sup>N<sup>β</sup>, δ<sup>18</sup>O, and <sup>15</sup>N site preference) provides a powerful tool to disentangle and quantify N<sub>2</sub>O production and reduction processes, yet conventional analytical approaches lack temporal resolution. Here, we present the first long-term application of an off-axis integrated cavity output spectrometer for real-time N<sub>2</sub>O isotopic analysis at a pilot-scale WWTP over one year of operation. We developed a dynamic dilution system and implemented correction protocols for drift, N<sub>2</sub>O mole fraction dependence, and gas matrix effects on isotopic results, achieving uncertainties of 0.85 ‰ (δ<sup>15</sup>N<sup>α</sup>), 1.08 ‰ (δ<sup>15</sup>N<sup>β</sup>), 0.81 ‰ (δ<sup>15</sup>N<sup>bulk</sup>), 0.48 ‰ (δ<sup>18</sup>O) and 1.09 ‰ (<sup>15</sup>N site preference). Representative datasets demonstrate the system’s capability to (i) identify dominant N<sub>2</sub>O production pathways under standard operation, (ii) quantify N<sub>2</sub>O reduction in relation to dissolved oxygen concentration, and (iii) trace nitrogen transformation during low-level <sup>15</sup>N-labelling experiments. Our results indicate nitrifier or heterotrophic denitrification as the main source of N<sub>2</sub>O, and that N<sub>2</sub>O reduction efficiency is strongly controlled by oxygen availability. This study highlights the potential of laser spectroscopy for continuous isotopic monitoring in real-world engineered systems and provides practical guidelines for uncertainty reduction and data interpretation. More specifically, our work forms a foundation for further investigations of the operational factors controlling N<sub>2</sub>O formation and N<sub>2</sub>O reduction in biological WWTPs and other complex anthropogenically-perturbed settings.