Engineering Journal
Practical notes on architecture, AI, and better product delivery.
I write about full stack engineering, AI features, performance, and the decisions behind production-ready products.
How I Think About Scalable Full Stack Architecture
My approach to designing products that can move fast now and still survive real production scale later.
Why AI Features Need Product Thinking
LLM integrations become valuable when they are designed around workflow, trust, and measurable user outcomes.