<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Abdallah Soubra</title><description>Notes on AI agents and memory, from personal projects.</description><link>https://abdallahsoubra.com/</link><item><title>Building a memory that knows what I mean</title><link>https://abdallahsoubra.com/writing/memory-that-knows-what-i-mean/</link><guid isPermaLink="true">https://abdallahsoubra.com/writing/memory-that-knows-what-i-mean/</guid><description>I built a memory layer for my AI agent that learns from how I use it, and tested it on 8 years of my own WhatsApp. The learned layer lifted MRR by 59%, and fact anchors doubled recall.</description><pubDate>Tue, 20 Oct 2026 00:00:00 GMT</pubDate></item></channel></rss>