Production Code

The AI Code Generation Prompt Leak Crisis: How I Reverse-Engineered 50 Production Apps to Steal Their Prompting Secrets

I reverse-engineered 50 production apps to uncover the prompt engineering secrets that actually ship to production. Here's what I learned about real-world AI coding patterns.

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.