Ashwin Kumar @Sriramoju

OMEGA (Quantum Claw v3.3) is not just a single AI application; it is a defensive, hardware-agnostic monolith formed by the fusion of five powerful open-source repositories. Designed to survive hostile grading environments and chaotic real-world financial data, it isolates and orchestrates LLM behavior through strict mathematical boundaries. The architecture features five core pillars: 1. The OpenEnv Core: A heavily fortified FastAPI orchestrator built with strict fail-fast resilience, capable of interpreting arbitrary JSON payloads natively while enforcing sub-floating point mathematical constraints on AI rewards. 2. PentaGI Shielding: Acts as the system's offensive/defensive cybersecurity layer. It safely sandboxes raw, AI-generated Python execution (like Pandas dataframe manipulation) so the host OS remains uncompromised. 3. Dexter Engine: An investment philosophy constraint model. It strips the LLM of its generic coding tendencies, forcing strict adherence to quantitative finance schemas and ERC-8004 algorithmic bounds to completely eradicate hallucinations. 4. GoClaw & OpenClaw Gateway: The bridge between cloud-hosted containerized AI (Hugging Face) and low-level hardware native execution, allowing the Python layer to interact dynamically with offline OS tools. 5. Agency-Agents Swarm: A colossal repository of over 186 dynamic, specialized markdown personas. Instead of relying on a single generalized prompt, OMEGA spawns specialized agent nodes (e.g., Data Cleaners, SEC Validators) dynamically on the fly. By unifying these tools, OMEGA achieves a zero-tolerance structure for unconstrained AI execution, making it a state-of-the-art framework for autonomous trading and quantum telemetry data cleaning.

📅 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.

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!

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together