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SENTINEL
January 1, 2025 • [in-progress]
Autonomous AI pentesting platform. Red team attacks, blue team defends, in real-time.
Tags: ai, security, pentesting, cerebras, red-team, blue-team
Red team agents (ReconAgent, ExploitAgent, ReportAgent) attack web applications. Blue team agents (MonitorAgent, DefenderAgent, ForensicsAgent) defend in real-time. The thesis: speed is the difference between caught and breached. Cerebras inference at 1000-1700 tok/s means the blue team can actually react before attacks land.
The demo runs two scenarios - Cerebras-powered blue team blocks 70-80% of attacks; simulated slow inference (3-5s delay) catches only 10-20%.
Targets OWASP Juice Shop (100+ documented vulnerabilities). Event bus for real-time agent communication. Security Genome for cross-session learning with embeddings. Monochrome frontend for live attack/defense visualization.
Built for the Cerebras hackathon. 24-hour coding sprint.
Status: Tier 4 in development (FastAPI + WebSocket backend). Shipping this month.
Stack: Python 3.11, Cerebras inference, FastAPI, WebSocket, Next.js, Docker