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HTTPX2 and the Art of the Open-Source Handover

Posted on August 29, 2026 teliaz

In late August, OpenAI’s Python SDK — one of the most-installed packages on PyPI — quietly completed a migration to

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Cat Links Software Engineering

Killing Flaky Tests: Reproduce, Quarantine, Fix

Posted on August 24, 2026 teliaz

A test that fails every time is annoying. A test that fails some of the time is corrosive. The always-failing

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Cat Links Software Engineering

SQLite in Production: The Database You Already Ship

Posted on August 21, 2026 teliaz

Most applications don’t need a database server. They need durable, queryable state — and somewhere along the way the industry

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Property-Based Testing with Hypothesis: Generating Bugs You Never Wrote Tests For

Posted on August 18, 2026 teliaz

Most tests you have written answer a narrow question: does the code produce the expected output for this one input?

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The Terminal Renaissance: Building Production TUIs with Bubble Tea, Ratatui, and Textual

Posted on August 14, 2026August 15, 2026 teliaz

Terminal user interfaces are having a moment. Not the ncurses dialogs of the 1990s or the static bash menus of

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Apache Iceberg vs Delta Lake vs Hudi: Choosing Your Lakehouse Table Format

Posted on August 11, 2026August 12, 2026 teliaz

The data lakehouse has gone from contested idea to default architecture in just a few years, and the table format

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The Strategy Pattern in Modern Code: From Class Hierarchies to Closures

Posted on August 9, 2026August 10, 2026 teliaz

Design patterns get a bad reputation when they’re taught as rigid recipes: memorize the UML diagram, create an abstract class,

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The Rust Takeover of Developer Tooling: Why Your Next Linter Will Be Written in Rust

Posted on August 6, 2026August 7, 2026 teliaz

If you’ve installed Python packages, linted JavaScript, formatted Rust code, or run a bundler recently, there’s a good chance the

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Cat Links Software Engineering

Python 3.14 Template Strings: Safer String Composition with t-strings

Posted on August 5, 2026August 5, 2026 teliaz

F-strings arrived in Python 3.6 and quickly became the most beloved feature in the language. They’re fast, readable, and concise.

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Cat Links Software Engineering

5 Trending GitHub Repos: A 744B Model in Pure C, Postgres in Rust, and Python Compiled to Metal

Posted on July 11, 2026 teliaz

Every week, the open-source community ships projects that make you stop and think — sometimes because they’re audacious, sometimes because

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