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Software Engineering

Python Code Review Checklist 2025: 10 Essential Points for Clean Code

In the fast-paced landscape of software development in 2025, AI coding assistants generate boilerplate faster than ever. However, the role of the Senior Python Developer has never been more critical. While tools can generate code, humans must ensure architecture, security, and maintainability.

Python Memory Deep Dive: Primitives vs. Objects Performance in 2025

In the landscape of 2025, Python remains the dominant language for data engineering, AI orchestration, and backend web services. With the maturation of the No-GIL CPython (introduced experimentally in 3.13 and stabilized in subsequent versions), threading performance has skyrocketed. However, one fundamental constraint remains: Memory.