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#software-design

3posts

AI & AgentsOct 8, 202611 min read

Matt Pocock Skills Explained: Engineering Discipline Over Vibe Coding

How Matt Pocock's skills framework enforces Ousterhout deep modules, Socratic grilling, and tracer-bullet tickets to cure the AI vibe coding hangover.

#ai-agents#agent-skills#claude-code

Software CraftMay 25, 20236 min read

When to Use Classes vs. Functions in Python: A Design Checklist

A repeatable mental checklist for Python developers to decide when to use classes, functions, instance state, and dependency injection.

#python#software-design#architecture

Software CraftMay 25, 20235 min read

When to Use Dataclasses, Generators, and Try/Except in Python

Phase 2 of the mental checklist for Python developers. Navigating dictionaries vs dataclasses, eager evaluation vs lazy execution, and error handling philosophies.

#python#software-design#best-practices