Ethereum's journey toward mass adoption has been significantly hindered by scalability challenges, with network congestion leading to high transaction fees and slow processing times during peak usage periods. Layer 2 solutions have emerged as the most promising approach to address these limitations while maintaining the security and decentralization that make Ethereum valuable. These solutions work by processing transactions off the main Ethereum chain while still leveraging its security guarantees, effectively increasing throughput and reducing costs for users. Optimistic Rollups represent one of the most successful Layer 2 implementations, using a fraud-proof mechanism to ensure transaction validity while achieving significant improvements in speed and cost. Projects like Arbitrum and Optimism have gained substantial traction, hosting billions of dollars in total value locked and supporting hundreds of decentralized applications. These rollups assume transactions are valid by default and only verify them if challenged, allowing for faster processing while maintaining security through economic incentives. Zero-Knowledge (ZK) Rollups take a different approach, using cryptographic proofs to verify transaction validity without revealing the underlying data. This technology, implemented by projects like Polygon zkEVM and zkSync, offers even greater scalability potential while providing additional privacy benefits. The mathematical proofs generated by ZK rollups are computationally intensive to create but quick to verify, making them ideal for high-throughput applications. State channels offer another Layer 2 solution that enables instant, low-cost transactions between parties by conducting multiple transactions off-chain and only settling the final state on the main blockchain. This approach is particularly useful for applications requiring frequent interactions, such as gaming or micropayments, where the cost and delay of on-chain transactions would be prohibitive.