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Latest Engineering Articles
Python's type hints are just suggestions by default. To actually enforce them, you need to choose between static analysis (like MyPy) or runtime validation (like Pydantic). This guide breaks down the pros, cons, and best use cases for each strategy in 2026.
A step-by-step guide to resolving the common `ModuleNotFoundError` for the `pre_commit` module. Learn how to identify the root cause and apply the right fix to get your Git hooks working again.
How to read and resolve Git merge conflicts, step by step. Learn how to decode the conflict markers, make informed decisions, and get back to coding without stress.

About
I build backend systems and practical tools used by developers and businesses. This site is a collection of my production-ready APIs, open-source projects, engineering insights and practical guides that solve real-world problems.

