Amazon ElastiCache now supports Valkey 8.1, introducing new features such as native Bloom filter support, enhanced hash table implementation, and the COMMANDLOG feature for improved performance and observability. These updates aim to enhance application responsiveness while reducing infrastructure costs. The new version is available at no extra cost and allows for easy upgrades without downtime.