The latest articles on DEV Community by Mohamed Osama (@mohamed_osama_9b102cb789b). https://dev.to/mohamed_osama_9b102cb789b https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F1912122%2F578365c4-c6b0-4569-8503-6f3437e2d431.jpg https://dev.to/mohamed_osama_9b102cb789b en Mohamed Osama Sun, 31 May 2026 21:04:28 +0000 https://dev.to/mohamed_osama_9b102cb789b/building-hermes-financial-agent-an-explainable-ai-copilot-for-egx-investors-bg0 https://dev.to/mohamed_osama_9b102cb789b/building-hermes-financial-agent-an-explainable-ai-copilot-for-egx-investors-bg0 <h2> Overview </h2> <p>I built <strong>Hermes Financial Agent</strong> — an AI-powered financial assistant for investors in the Egyptian Exchange (EGX).</p> <p>The goal: not just calculate portfolio value, but explain risks in a transparent, auditable way.</p> <h2> Features </h2> <ul> <li>Real EGX market data via Yahoo Finance</li> <li>Portfolio tracking and valuation</li> <li>Daily financial reports</li> <li>Telegram-user portfolio isolation</li> <li>Cached quote fallback for resilience</li> <li>Explainable risk insights</li> </ul> <h2> Explainable Risk Intelligence </h2> <p>Unlike traditional trackers, Hermes surfaces:</p> <ul> <li>Portfolio concentration risk</li> <li>Stale market data exposure</li> <li>Quote coverage percentage</li> <li>Valuation gaps from unavailable data</li> </ul> <p>Users understand <em>confidence level</em> behind their valuation — not just the number.</p> <h2> Technical Stack </h2> <ul> <li> <strong>Hermes Agent</strong> framework</li> <li>Python</li> <li>GitHub Actions (automated smoke testing)</li> <li>Offline-safe quote fallback architecture</li> </ul> <h2> Repository </h2> <p>🔗 <a href="https://github.com/Abozied1313/hermes-agent" rel="noopener noreferrer">GitHub Repository</a></p> <h2> Future Roadmap </h2> <ul> <li>News sentiment analysis</li> <li>Investment thesis tracking</li> <li>Market briefing generation</li> <li>Advanced financial reasoning agents</li> </ul> <h1> hermeschallenge </h1> python ai webdev programming