Amlan Gaurav PattnayakLong reads about what I build and how. Mostly AI products, occasionally the tools, and now and then the fine print.https://amlan.io/en-gbGone in 60 Frameshttps://amlan.io/blog/gone-in-60-frames/https://amlan.io/blog/gone-in-60-frames/Nobody talks about what frontier-model UI demos cost your machine. This time, it's personal.Wed, 30 Sep 2026 00:00:00 GMTthe machineRAG Is Plumbing. I Wanted to Build a House.https://amlan.io/blog/rag-is-plumbing/https://amlan.io/blog/rag-is-plumbing/Everyone talks about RAG as chunks, embeddings and re-ranking. Ask the Ancients is what happened when I made it the foundation of a paid product, with four different ways to explore the same texts.Fri, 25 Sep 2026 00:00:00 GMTretrievalI Built an AI System to Read My Health Insurance Policy. Here Is What It Took.https://amlan.io/blog/health-copilot-policy-parser/https://amlan.io/blog/health-copilot-policy-parser/A multi-pass LLM extraction pipeline for Indian health insurance policy booklets, and the specific decisions I made along the wayTue, 24 Mar 2026 00:00:00 GMTfine printMy Dev Environment for Coding Agentshttps://amlan.io/blog/dev-environment/https://amlan.io/blog/dev-environment/WSL2, WezTerm, Neovim, and why I moved everything into LinuxThu, 12 Mar 2026 00:00:00 GMTtools