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As Firebolt adoption continues to expand across applications and platforms, the client libraries have evolved to support a growing set of APIs, features, and platform integrations. While the current implementation has successfully enabled product delivery, it has also introduced technical limitations, inconsistencies, and maintenance challenges that can impact scalability, performance, developer productivity, and long-term sustainability.