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Miguel Cabrera’s Blog

Technical insights on data science, machine learning, and software engineering.

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Latest posts

Zero UI Is the Wrong Answer to a Right Question

The 0-UI thesis confuses input method with trust artifact. A note on why the dashboards we mock are doing real work the agents underneath cannot.

The Agent Doesn’t Know Your Stack

Five layers between a coding agent and a real production codebase. The deepest one is the one most posts skip.

Databricks Berlin User Group: A Recap and a Surprise

Notes from my first talk in five years, what surprised me about the room, and what I want to say next.

Data Verification for Machine Learning - A Review of DataFrame Validation Libraries

A comparison of data validation libraries for Pandas and Spark DataFrames

Using mypy for Improving your Codebase

Using static type checking to improve Python codebases