Legacy SDKs present compatibility and security challenges in modern software development. Upgrading to newer SDKs or using compatibility layers can smooth integration. Future-proofing involves choosing actively developed SDKs and adopting agile practices for flexibility and security. By tackling these challenges strategically, developers ensure their applications remain robust and secure in a rapidly evolving tech landscape.