Blog

Notes on backend architecture, AI engineering and building products.

RAG Recommendations That Actually Work

Building a retrieval-augmented recommendation engine over 10,000+ listings with OpenAI embeddings and Pinecone — what to optimize and what to skip.

A practical walkthrough of Saudi ZATCA-compliant QR e-invoicing and automated PDF invoices in a Node.js commerce backend.