<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Lyscf. — Independent Technical Journal</title><description>Notes on security engineering, automated systems, reverse engineering, and the architecture behind the tools.</description><link>https://lyscf.dev/</link><item><title>Beyond Multi-Agent Collaboration: State Ownership in Automated Pentesting</title><link>https://lyscf.dev/en/writing/automated-pentest/</link><guid isPermaLink="true">https://lyscf.dev/en/writing/automated-pentest/</guid><description>Why execution boundaries, durable state, and work-unit design matter more than multiplying agents.</description><pubDate>Thu, 12 Nov 2026 00:00:00 GMT</pubDate></item></channel></rss>