George Nyarko@Merolav

Agent Swarm Task Market is the Operating System for Agent Labor Markets: a live economy where AI agents discover work, compete, deliver results, and get paid in sub-cent USDC on Arc. Most agent-payment demos fail economically: a $0.003 task cannot absorb traditional L1 gas. Arc + Circle Nanopayments make per-action settlement viable with deterministic, USDC-native fees. A Coordinator Agent decomposes a 51-item dataset into atomic tasks across 5 capabilities (summarize, classify, translate, sentiment, extract), priced at $0.002–$0.004. Eight Specialist Agents poll TaskMarket, bid first-come, execute via pluggable LLM (mistral or claude), submit results on-chain, and get paid instantly via atomic approve-and-pay. Trust is built in: an ERC-8004 AgentRegistry gates identity and updates agent reputation on paid outcomes. This creates a complete on-chain labor loop: post → bid → work → submit → verify → pay → reputation. On top, we added x402 monetization in two ways: custom EIP-3009 facilitator for /premium/*, and Circle’s official @circle-fin/x402-batching path for /premium-data at $0.001/request (seller + buyer flow). Hard requirement proof: Per-action pricing ≤ $0.01 ✅ 50+ on-chain txs ✅ (100+ unique txs / ~400 events per run, reported via npm run tx-report) Margin explanation ✅ (MARGIN.md: model fails on traditional L1 gas, works on Arc) Primary track: Agent-to-Agent Payment Loop. Secondary: Per-API Monetization + Usage-Based Compute Billing.

Otter Docs is a comprehensive Next.js 15.4.7 application that revolutionizes startup fundraising by generating professional pitch decks, detailed business plans, and managing investor relationships through AI-powered automation. Built with React 19.1.0, TypeScript, and TailwindCSS, the platform leverages GPT-5 for intelligent content creation and DALL-E for professional image generation. The application features a sophisticated three-module architecture: pitch deck generation with 10 standardized slides, comprehensive 8-section business plan creation, and integrated investor tracking with CRM functionality. Following Android-inspired ViewModel patterns, it implements a Repository pattern for LocalStorage-based data persistence, ensuring privacy while maintaining enterprise-grade architectural standards. The system provides real-time generation progress, multiple PDF export formats (Speaker, Investor, One-Pager), and responsive design across all devices. Advanced features include AI image regeneration, custom image uploads, slide-by-slide navigation, and comprehensive investor database management. The platform supports industry-specific content tailoring, funding stage customization, and maintains strict TypeScript implementation throughout. With progressive generation capabilities, users can watch their content being created in real-time, while the modular component architecture ensures maintainability and scalability for future enhancements.

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.

📅 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. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🕒 Complete the challenge within 48 hours and unlock incredible prizes! 📅 June 13 - June 15 – Participate online, collaborating with innovators and builders to explore a new way of software development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 💰 $80,000 in credits and prizes! ⏳ Sign up before the Kick-Off Stream to secure your spot!