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Streaming on the Lakehouse: Auto Loader + DLT in Practice

A reference architecture for real-time pipelines on Databricks. Auto Loader, DLT, expectations, and SLOs that survive production.

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Three Uncorrelated Edges: Designing an AI-Native Quant Stack

A quantitative research stack with one edge is a strategy. A stack with three uncorrelated edges is a portfolio. Here is how Sigma Axion is structured, and why uncorrelated edges matter operationally.

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