Autonomous Scaling Solutions are techniques designed to enable blockchain networks to automatically adjust their capacity based on demand. As usage increases, these solutions help maintain performance without requiring manual intervention.These systems can dynamically increase transaction throughput or reduce latency, ensuring the network remains efficient. By automatically responding to fluctuations in user activity, they help prevent congestion and high fees, making transactions smoother for users.Different methods exist, such as Layer 2 solutions, which operate on top of the main blockchain, or sharding, where the network is divided into smaller parts, each handling a portion of total transactions. The goal is to create a seamless experience, allowing the network to grow and evolve while maintaining reliability and speed. This is crucial for broader adoption, as it ensures that the infrastructure can handle increasing adoption without sacrificing performance.