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Five Principles for Using LLMs for Software Engineering

July 03, 2026
software

Over the past year, I have slowly integrated more LLM usage into my software engineering practice. Here are the five principles I have been following so …
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Six Years as a scikit-learn maintainer - Feature Retrospective

May 15, 2025
python scikit-learn

torch.export For Serializing Models and Faster Loading

April 26, 2025
python torch

Keep Warm with Portable torch.compile Caches

April 06, 2025
python torch

PyTorch Graphs Three Ways: Data-Dependent Control Flow

March 16, 2025
python torch

Python Extensions in Rust with Jupyter Notebooks

December 27, 2023
dataframe python rust

Quick NumPy UFuncs with Cython 3.0

August 15, 2023
cython python

Accessing Data from Python's DataFrame Interchange Protocol

May 14, 2023
cython dataframe python

Survival Regression Analysis on Customer Churn

September 12, 2018
python statistics
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Thomas J. Fan's personal blog where I share my thoughts and insights.

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