Blogs

Thoughts on AI, software engineering, and building in public.

AIRAGLLMs+1

Building a Production RAG System: Lessons from Real Users

Everything we got wrong, fixed, and learned shipping a retrieval-augmented AI tutor — chunking strategies, hybrid search, and evaluation pipelines.

GSAPNext.jsAnimation+1

GSAP ScrollTrigger in Next.js App Router: A Practical Guide

Pinned sections, horizontal scroll, and scrub animations that survive React strict mode, hydration, and route changes.