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Proximity labeling coupled with mass spectrometry is a powerful method for studying living systems with high spatial and temporal resolution. This perspective aims to provide a history of how APEX- and TurboID-based proximity labeling technologies were developed through dedication, innovation, and, most importantly, collaboration. We share our candid guidance on how to execute a successful proximity labeling experiment and comments on future developments in this field.