Aditya Maulana@greyarch

Overview AutoOverlay AI is an autonomous options-income overlay agent built for the Alpaca AI Trading Agents Hackathon. Managing a $100,000 USD Alpaca Paper Trading portfolio, it monetizes idle equity via automated Covered Calls and Cash-Secured Puts while rigorously hedging tail-risk. Key Innovations 1. 6-Persona Investment Council: Evaluates every candidate before capital deployment. Personas like Benjamin Graham (enforcing Ch. 14 defensive rules & Ch. 20 Margin of Safety), Warren Buffett, and Ray Dalio debate trade sentiment and log full reasoning traces. 2. Monte Carlo Merton Jump Risk Engine: Stress-tests 1,000 multi-day portfolio paths under non-Gaussian shock jumps (lambda=0.05, jump_mu=-5%) to measure 95% Value-at-Risk (VaR) and Sortino downside ratios. 3. Zero-Slippage Execution & Kill-Switch: Eliminates the 3-10% premium drag of market orders via strict OCC option contract resolution and mid-price limit orders ((Bid+Ask)/2). Includes a Layer 1 Pre-Trade Kill-Switch (>5% drawdown or 3 consecutive stop-losses). Architecture & Team - Quant & AI Layer (Zacky - AI Lead): Monte Carlo jump diffusion, multi-agent council logic, OCC resolver, and risk mitigation. - Backend & Bot Integration (Aji): High-throughput FastAPI services, Alpaca API event loops, and cloud bot deployment. - Frontend & Infrastructure (Aditya): Next.js App Router telemetry dashboard, real-time committee UI, and dedicated VPS hosting. Result Tested on live $100k Alpaca paper capital, AutoOverlay AI successfully filtered illiquid contracts, debated optimal strikes, and executed hedged limit orders—yielding steady overlay income with zero slippage and robust capital preservation.

A2Z Agentz is a fully autonomous, dual-brain AI agent system purpose-built for the AMD-powered Web3 stack, targeting the Base network. In crypto, speed and accurate intelligence are everything — so we split the workload across two specialized agents to maximize both reasoning depth and execution speed. Agent A (The Scout) is the intelligence hub. It runs Meta-Llama-3.1-8B-Instruct-AWQ-INT4 locally on AMD Instinct MI300X via vLLM + ROCm, exposed securely through a Cloudflare tunnel. Agent A performs deep OSINT signal detection — continuously scraping and analyzing DexScreener and Farcaster (Neynar) to score market opportunities in real-time using strict JSON-mode reasoning, keeping end-to-end latency under 25 seconds. Disclaimer on Technology Tags: Please note that while Agent B is powered by the newly released DeepSeek V4 Pro for superior execution logic, the platform's technology dropdown only offered "DeepSeek V3" as the closest available option. We selected the V3 tag to reflect our ecosystem choice, while actively utilizing the V4 Pro API in our live production environment. Agent B (The Vault) is the secure execution engine. Connected via a database queue, it receives high-confidence signals from Agent A and uses Fireworks llama-v3p3-70b-instruct to make split-second, security-gated on-chain execution decisions. The system ships a production Vercel dashboard with real-time WebSocket + polling fallback for live agent logs, JWT / API-key authenticated backend, and a manual Circuit Breaker to pause autonomous on-chain execution. Agent B executes real native transactions on Base mainnet with operator-configurable spend caps (hard $2.00/tx autonomous limit) and optional GoPlus security signals. Built entirely on AMD infrastructure for the AMD Lab Lab hackathon — from MI300X inference to Cloudflare tunnel edge delivery.

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🌎 Online Hackathon | 💻 Dates: 28 August–4 September 2026 | 🏆 $6,000 Prize Pool Build AI trading agents on Alpaca — autonomous agents and trading apps using Alpaca's Trading API, MCP server and CLI. 🌍 Fully online hackathon. Join and build from anywhere in the world.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.