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infrastructure

A collection of 3 posts
The $1B AI Drug Lab That Can't Touch Its Own Data
Data Infrastructure

The $1B AI Drug Lab That Can't Touch Its Own Data

Nvidia and Eli Lilly just announced a billion-dollar AI drug discovery lab. The coverage is all about GPUs. Nobody's asking the hard question.
12 Jan 2026 4 min read
From Pandas to Upstream Control: The Evolution PyData Needs Next
Data Engineering

From Pandas to Upstream Control: The Evolution PyData Needs Next

The Python data stack gave us Pandas, Dask, and Arrow. But we've created a new crisis: the ingest-it-all-first tax that's drowning us in noise.
08 Nov 2025 5 min read
kubernetes

The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem

The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem I spent years helping companies migrate from bash scripts to Chef, and later to containers. The conversation always started the same way: "We want modern infrastructure, but it has to work with what we have." The
21 Jul 2025 3 min read
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