<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>po4yka.dev — Nikita Pochaev</title><description>Technical writing on mobile engineering, Kotlin Multiplatform, AI/ML integration, and MobileOps by Nikita Pochaev.</description><link>https://po4yka.dev/</link><language>en-us</language><item><title>RAG breaks earlier than people think</title><link>https://po4yka.dev/blog/rag-breaks-earlier-than-people-think/</link><guid isPermaLink="true">https://po4yka.dev/blog/rag-breaks-earlier-than-people-think/</guid><description>Plain RAG has a geometric ceiling most benchmarks never probe. An LLM Wiki compiles the corpus once instead of re-retrieving on every query -- here is what breaks when you build one.</description><pubDate>Wed, 01 Apr 2026 00:00:00 GMT</pubDate><category>RAG</category><category>LLM</category><category>Knowledge Management</category><category>Architecture</category></item></channel></rss>