Pedro Palacios@everythinaico

SENTINEL sits between AI agents and language model backends as a two-layer governance system. The first layer is Veea Lobster Trap: a deep packet inspection proxy that evaluates every agent prompt against 14 pre-configured policy rules in under one millisecond. It detects and blocks prompt injection, malware requests, phishing, data exfiltration, sensitive file access, PII exposure, dangerous system commands, base64-obfuscated payloads, and credential leaks in model output. Verdict: ALLOW, DENY, or HUMAN_REVIEW. The second layer is Gemini 2.5 Flash: for every request — allowed or blocked — Gemini produces a structured governance report with risk level (LOW / MEDIUM / HIGH), incident summary, reasoning, and recommended operator action. When a prompt passes all policy rules but carries semantic risk — role impersonation, authority escalation, intent manipulation — Gemini escalates it to HUMAN_REVIEW. A second Gemini agent reviews the first agent's analysis before issuing the final governance verdict. The operator dashboard updates in real time. For each captured incident, the operator sees the original agent prompt, the Lobster Trap enforcement verdict and matched rule, SENTINEL's recommended verdict, Gemini's full reasoning, and a workflow decision: Approved, Rejected, or Quarantined. The SENTINEL MCP server exposes 10 governance tools over stdio, callable from Claude (Claude Desktop / Claude Code), GPT-4o (OpenAI Agents SDK), Gemini (Google ADK / MCPToolset), or any local Llama model via Ollama. The same governance workflow is accessible from any enterprise AI stack with no vendor lock-in. Built for Track 1 (Agent Security & AI Governance), Track 2 (AI Agents with Gemini / AI Studio), and Track 4 (Data & Intelligence).

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.