Production Code

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.

How to Prompt AI to Generate Production-Ready Code (Not Just Quick Scripts)

Learn advanced prompting techniques to generate production-ready, maintainable code with AI instead of quick prototypes. Real examples and actionable strategies.