Writing¶
I write about:
-
RAG Systems: Building production-ready retrieval-augmented generation systems
-
AI Engineering: Best practices for deploying and maintaining AI applications
-
Software Architecture: Clean code and system design principles
-
Personal Growth: Lessons learned in my journey as an AI engineer
Use the Archive and Categories sections in the sidebar to explore posts by year or topic.
Prune Your Codebase: 4 Database Patterns That Silently Kill Performance
Stop Storing Tokens in localStorage - A Lesson I Keep Re-Learning
When Your Document Pipeline Breaks at 3 AM
Do I Need RAG for My Knowledge Base? A Practical Decision Guide
3 Python Fixes That Made My RAG System 10x Faster
Event-Driven Architecture: From 46-Second Waits to Instant Responses
How AI Agents Really Work: A Practical Guide to Tool Calling
Why I Was Wrong About Books: How the Unit of Work Pattern Saved My Database