Articles on Automation · Python · Rust · AI
How to turn manual business processes into reliable software, and how to build it well: articles on automation, Python, Rust and AI from 20 years of production software.
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March 30, 2026
How Modern Python Tooling Simplified My Setup
A few years ago, setting up a Python project meant wiring together six or seven tools before writing a single line of code. Today that list has shrunk dramatically. The tools are faster, more ergonomic, and far simpler to configure.
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March 27, 2026
The Repository Pattern: Swap Data Sources in One Line
Your live data source just broke. The API provider changed their auth overnight, no warning, no migration path. Now your entire app is blocked.
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March 25, 2026
What Building a JSON Tokenizer Taught Me About Rust
Most Rust learning resources teach concepts one at a time. I learn faster by building something and getting stuck.
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March 23, 2026
Learning Rust Made Me a Better Python Developer
You might be writing Python that silently mutates data it shouldn't, swallows exceptions it shouldn't, and relies on type annotations as suggestions rather than contracts. Not because you're careless, because Python lets you.