<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Writing — Adam Al Jouaid</title><link>https://adamjouaid.com/writing/</link><description>Engineering notes on building dependable AI-enabled systems.</description><language>en</language><item><title>Your specification changed. What should you regenerate?</title><description>A practical guide to change impact analysis in LLM workflows: classify specification changes, trace dependencies, and plan selective regeneration.</description><link>https://adamjouaid.com/writing/specification-changes-selective-regeneration/</link><guid isPermaLink="true">https://adamjouaid.com/writing/specification-changes-selective-regeneration/</guid><pubDate>Thu, 24 Sep 2026 00:00:00 GMT</pubDate></item></channel></rss>