The Edwards-curve Digital Signature Algorithm (EdDSA) is a modern cryptographic signature scheme that provides high security and efficiency. This paper reviews recent advancements in EdDSA, highlighting its mathematical foundations, implementation considerations, and its growing adoption in various applications such as blockchain, IoT, and secure communication. Security challenges and potential improvements are also discussed.