<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>LLMs on Ninad Naik</title><link>https://ninadnaik.com/tags/llms/</link><description>Recent content in LLMs on Ninad Naik</description><generator>Hugo -- 0.139.0</generator><language>en-us</language><lastBuildDate>Sat, 16 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://ninadnaik.com/tags/llms/index.xml" rel="self" type="application/rss+xml"/><item><title>Deep Dive: LLMs are an I/O Layer</title><link>https://ninadnaik.com/posts/llms-are-an-io-layer/</link><pubDate>Sat, 16 May 2026 00:00:00 +0000</pubDate><guid>https://ninadnaik.com/posts/llms-are-an-io-layer/</guid><description>Production LLM systems that work reliably converge on the same pattern: LLMs for parsing input and writing output, deterministic code for everything between. Six patterns for building systems that don&amp;#39;t hallucinate numbers.</description></item></channel></rss>