Blog

Thinking out loud

about building software.

Technical articles on AI systems, web architecture, and security patterns — drawn from real projects and production experience.

December 15, 2025·8 min read

Building RAG Systems at Scale: Lessons from Production

What I learned building a Retrieval-Augmented Generation system that processes 10,000+ documents with sub-500ms response times — and the mistakes that almost derailed it.

AIRAGLangChainArchitecture

November 20, 2025·6 min read

Why I Choose Next.js for Production Applications

After building 15+ production applications across different frameworks, here is why Next.js remains my default choice — and when I reach for something else.

Next.jsReactArchitectureWeb Development

October 8, 2025·7 min read

Security-First Architecture: Patterns I Use on Every Project

Security should not be an afterthought or a pre-launch checklist item. Here are the architecture patterns I apply from day one on every project I build.

SecurityArchitectureBest Practices