: Bacterial cells are found everywhere and can be both beneficial or harmful to our diverse ecosystem, from plants to animals and humans. As such, studying them to better understand their interactions with the surrounding environment is important from both fundamental and applied perspectives. The existing analytical methods for studying bacterial cells require bulky readout equipment and complex sample preparation, are cell-destructive, or involve excessive sample preparation (1–3) which make real-time and in situ analysis hardly possible. In addition, probing bacterial growth has been traditionally done using colony counting, which is an end-point method and takes at least 24 hours for results.In situ monitoring of bacterial phenotypes (e.g. motion, respiration, adhesion, virulence factors) and how they change in response to environmental perturbation will have a broad impact in food safety, microbial fuels, studying gut-brain interaction, and fighting antibiotic resistance. This talk presents our recent works on developing novel biosensing tools for in situ and non-destructive probing and monitoring of bacterial phenotypes – from electrochemical sensors for reagent-free monitoring of metabolic activity or measuring biofilm virulence factors, to impedimetric sensors to decipher the mechanism of action of new antibiotics or activation of osmoregulatory transporters (4–7), to machine learning-enabled dynamic laser speckle imaging for monitoring bacterial motion (8), and others.