The AI Code Evolution Timeline: How Generated Code Changes After 6 Months in Production
Tracking AI-generated code in production over 6 months reveals surprising patterns of degradation, improvement, and maintenance needs in real environments.
Ai-Assisted Development
The AI Code Consistency Problem: How to Maintain Coding Standards When Every AI Has Different Opinions
Struggling with inconsistent code from different AI models? Learn practical strategies to maintain coding standards and style consistency in AI-assisted development.
The AI Coding Collaboration Pattern: How to Split Complex Features Between Human and AI Efficiently
Learn when to code yourself vs delegate to AI with a systematic approach. Real examples from building an e-commerce checkout flow with decision trees and patterns.
The AI Code Refactoring Blueprint: How I Modernized 10 React Components in 2 Hours
Learn my step-by-step process for using AI to refactor 10 legacy React components in just 2 hours. Includes specific prompts, validation tips, and pitfalls to avoid.
From Prototype to Production: A Complete AI-Assisted Development Lifecycle
A complete guide to using AI tools throughout the entire development lifecycle, from initial brainstorming to production deployment and maintenance.
What Is Vibe Coding and Why It's Changing How We Build Software
Vibe coding is a new way to build software by describing what you want to AI and iterating on the results. Here's why it matters.