Engineering notes for pros.

Deep dives and practical guidance on Python internals, testing strategy, and production workflows.

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Software Test Types

January 15, 2026 Testing is a cornerstone of modern software development, ensuring that applications work as intended, remain reliable...

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I built this space to capture the engineering notes I reach for most often. Expect short reads that focus on decision points: what to test, how to reason about runtime behavior, and how to keep systems simple.

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More Python internals, testing checklists, and the occasional architecture deep dive. If you want a topic covered, open an issue and I will add it.