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This skill provides battle-tested implementation patterns for integrating DuckDB and MotherDuck into modern data-intensive applications. It specifically addresses critical serverless challenges, such as solving GLIBC compatibility issues on Vercel and AWS Lambda using specialized builds. Developers get access to optimized connection management, direct Parquet file handling from cloud storage (S3/R2/GCS), and pre-built SQL patterns for security analytics and time-series bucketing. Whether you are building browser-based WASM dashboards or server-side data pipelines, this skill provides the hard-won knowledge needed to avoid common configuration pitfalls and serialization errors.