The Reality of AI in Production: What No One Tells You
After deploying AI systems for years, I have learned that the gap between demo and production is where most projects die. Here is what actually matters when AI meets the real world.
Tag
Performance
3
Essays
AI Production 
AI Systems Context Windows: The Hidden Constraint Shaping Every AI Application
Understanding context windows is essential for building AI systems that actually work. Here is why this constraint matters more than model size, and how to design around it.
System Blueprints Iterator Patterns: Proven Guide to Avoid Memory Crashes
With thousands of records, loading everything into an array crashes your server. Iterator patterns solve this by processing one record at a time, keeping memory constant.