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Cytokines are key signal mediators of the immune system, playing essential roles in regulating central immunological processes. Despite their unique ability to modulate the immune system, the translation of cytokine-based therapies to the clinic has been significantly hindered by severe toxicities resulting from the pleiotropy and off-target effects of many cytokines. Here, we present a general strategy for the design of switchable cytokines that enables precise control over cytokine activity using the clinically approved drug, Venetoclax. We rationally designed self-inhibited Switchable InterLeukins (SwILs) by embedding the chemically controlled interface (Bcl-2: BIM-BH3) into the cytokine’s structure, resulting in conditional cytokines activated by Venetoclax. We showed the broad applicability of this strategy across various cytokines, including IL-2, IL-15, and IL-10. In vivo studies with IL-15 demonstrated that the SwILs achieved Venetoclax-dependent tumor control comparable to that of the native cytokine. Additionally, we showed that this strategy can be expanded to respond to other tumor-intrinsic stimuli, such as tumor-specific proteases. Overall, SwILs offer control of cytokine activity, enhancing the safety and clinical applicability of cytokine-based therapeutics.