<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Muhammad Ahmad — writing</title><description>Measured, code-anchored writing on agentic systems, evals and audits.</description><link>https://ahmadrrrtx1.github.io/</link><language>en</language><item><title>I Ran Gemma 4 on a $7/Month Server and Built an AI-Powered News Monitor That Costs $0 to Operate</title><link>https://dev.to/ahmad_rrrtx/i-ran-gemma-4-on-a-7month-server-and-built-an-ai-powered-news-monitor-that-costs-0-to-operate-5gn0</link><guid isPermaLink="true">https://dev.to/ahmad_rrrtx/i-ran-gemma-4-on-a-7month-server-and-built-an-ai-powered-news-monitor-that-costs-0-to-operate-5gn0</guid><description>What I bring to engineering: measured cost tables, real failure handling, no hand-waving.</description><pubDate>Mon, 18 May 2026 00:00:00 GMT</pubDate></item><item><title>The Agent That Writes Its Own Manual: Hermes Agent&apos;s Self-Improving Architecture</title><link>https://dev.to/ahmad_rrrtx/the-agent-that-writes-its-own-manual-a-deep-dive-into-hermes-agents-self-improving-architecture-58h2</link><guid isPermaLink="true">https://dev.to/ahmad_rrrtx/the-agent-that-writes-its-own-manual-a-deep-dive-into-hermes-agents-self-improving-architecture-58h2</guid><description>How I read someone else&apos;s system: architecture-first, framed as analysis, not authorship.</description><pubDate>Mon, 18 May 2026 00:00:00 GMT</pubDate></item><item><title>SHIPPED™ — I Built an Enterprise AI Platform That Generates the Illusion of Progress</title><link>https://dev.to/ahmad_rrrtx/shipped-i-built-an-enterprise-ai-platform-that-generates-the-illusion-of-progress-35o</link><guid isPermaLink="true">https://dev.to/ahmad_rrrtx/shipped-i-built-an-enterprise-ai-platform-that-generates-the-illusion-of-progress-35o</guid><description>That the industry deserves comedy as much as code review.</description><pubDate>Tue, 07 Apr 2026 00:00:00 GMT</pubDate></item></channel></rss>