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A key challenge in synthetic biology is achieving durable amplification of low-level inputs in gene regulation systems. Current RNA-based tools primarily operate post-transcriptionally and often yield limited, transient responses. An underexplored feature of lowly expressed long non-coding RNAs (lncRNAs) is their ability to induce outsized effects on chromatin regulation across large genomic regions. Mechanistic insights from basic research are bringing the field closer to designing lncRNAs for epigenetic engineering. We review foundational studies on ectopic expression to uncover lncRNA-mediated epigenetic mechanisms and state-of-the-art transgenic systems for studying lncRNA-driven epigenetic regulation. We present perspectives on strategies for testing the composability of modular lncRNA elements to build rationally designed systems with programmable chromatin-modifying functions and potential biomedical applications such as gene dosage correction. Deepening mechanistic insights into lncRNA function, combined with the development of lncRNA-based technologies for genome regulation, will pave the way for significant advances in cell state control.