dev.to· Sep 11, 2026· by shubhamoriginx

Aeglis Intelligence: Building an Open-Source API-First Security Analysis Backend

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How Aeglis Intelligence combines FastAPI, threat intelligence, file analysis, AI-assisted classification, Supabase and Redis to detect suspicious digital content.
🎯 Vulnerability: Remote Code Execution (RCE)
💡 Defense Fix: Avoid executing shell commands via system(). Use parameterized APIs and strict input sanitization.
#python#fastapi#cybersecurity#opensource