2025 AI Coding Tools Year-End Review: From GPT-4 to Claude 3
2025 was a year of rapid iteration for AI coding tools. From GPT-4 to Claude 3, from Copilot to Cursor—the landscape changed profoundly. This article reviews the year's key turning points.
2025 AI Coding: Tool Landscape Settles, Engineering Practices Mature
2025 was the year AI coding went from chaos to order. Tool landscape settled, engineering practices accumulated, evaluation standards established. This article records my observations on AI coding's evolution this year.
Evaluating AI-Generated Code Quality: How to Judge if AI Wrote Good Code
After a year of using AI to write code, the biggest question remains: how do you judge if AI-generated code is good quality? This article gives a practical evaluation framework—not just 'review it,' but how to actually assess quality.
Python Best Practices
A production-grade Python 3.14 best practices guide covering packaging, typing, async, testing, security, performance, and maintainable team workflows.
MongoDB Indexing Best Practices
A production-oriented guide to MongoDB 8.2.6 indexing: start from query patterns, read explain plans correctly, design compound indexes with ESR tradeoffs, and keep write cost under control.
Docker Security Hardening: Production Checklist
Most Docker security incidents aren't 0days—they're misconfigurations. This article covers production Docker security configuration in practical checklists. Theory-free.