INSIGHTS / ENGINEERING NOTES
Think through the system.
Practical explanations of the architecture behind AI products, search engines and agent workflows.
SMARTCODERZ / ENGINEERING INTELLIGENCESCROLL TO EXPLORE ↓
AI ENGINEERING / 5 MIN READ
The model is not the system.
Why retrieval, permissions, memory and evaluation matter as much as the language model.
SEARCH & RETRIEVAL / 4 MIN READMeaning meets precision.
How keyword search and vector retrieval complement each other in technical discovery.
AGENTIC SYSTEMS / 5 MIN READAutonomy needs an architecture.
A practical look at bounded tools, recoverable execution and validation in agent workflows.
THE NEXT CHAPTER
Build the system
others call impossible.
Models, agents, production harnesses, complex software and data architecture. Bring the difficult problem. Let's work through the engineering.