Building a Production-Ready Lakehouse on AWS with Apache Iceberg
A practical blueprint for an S3 + Iceberg lakehouse on AWS: layers, services, and the operational details that decide whether it succeeds.
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Insights from the field
Lessons from building data platforms, ML systems and LLM applications on AWS, and from helping teams deliver them.
RAG on AWS: Taking LLM Prototypes to Production
Retrieval-augmented generation demos are easy. Production RAG is not. Here is what changes between the two, and how to build it on Amazon Bedrock.
Staff Augmentation vs. Project Delivery: Choosing the Right Model for Data & AI Work
When should you add engineers to your team, and when should you hand off an outcome? A practical guide for data and AI leaders.