Thread-local storage (TLS) is a computer programming method that provides unique storage for each thread in a multi-threaded environment, allowing threads to maintain their own state without interference from others. This isolation facilitates safer and more efficient concurrent execution, as it prevents data races and ensures thread-specific data integrity.