Python6 min read
Write Python functions that explain themselves
A practical guide to naming, type hints, small responsibilities, and docstrings that help learners read code with confidence.
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Notes on Python, web development, AI, and teaching.
Practical explanations shaped by software engineering work and the classroom.
Web development7 min read
Make web forms feel fast before optimizing the backend
Four interface decisions that improve perceived speed, clarity, and trust in forms without hiding real network delays.
AI5 min read
Teach AI by starting with evaluation, not prompts
A classroom approach for turning an impressive AI demo into a measurable engineering exercise.