Engineering notes

Practical writing on AI systems, backend engineering, real-time products, and lessons from building.

Coming next

Designing low-latency collaboration with WebSockets and PostgreSQL
What it takes to sandbox browser-based code execution safely
Building dependable AI integrations: product boundaries, evaluation, and user experience

Articles will be published here as complete, original technical guides—not placeholder SEO content.