LakeSail’s CEO Shehab Amin discusses why Spark’s ecosystem remains essential, what changing core technologies like Rust, Apache Arrow, and DataFusion enable, and how existing data pipelines could become the basis for AI pipelines.
Spark remains central to many organizations, which motivated a compatible reimplementation rather than a replacement.
Rust, Apache Arrow, and DataFusion change the performance and safety profile of data infrastructure and enable new implementation approaches.
LakeSail’s strategic idea: leverage companies’ existing data pipelines as the foundation for AI pipelines, connecting compute, catalogs, and agents.
batch, agentic coding, and what happens when AI agents start interacting directly with data and compute. Most importantly, we explore LakeSail's bigger idea: what if the data pipelines companies already have could become the foundation for their AI pipelines? Share Discussion about this video Comments Restacks Data Engineering Central Podcast Long Live the Data Engineer.
This post is public so feel free to share it. Jul 15 • Daniel Beach The Creator of Pandas on AI, Apache Arrow, and the Future of Software Engineering Jul 8 • Daniel Beach From COBOL to Copilot: 30 Years of Data, BI, and AI with David Langer Jul 1 • Daniel Beach Semantic Layers, Agents, and the Future of Analytics Jun 24 • Daniel Beach Ready for more?
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