Mohame Shajith Mohamed Abbas@Shajith5382

PARLEY is a multi-agent orbital conjunction negotiation system built for the Band of Agents Hackathon 2026. It automates one of the most consequential decisions in space operations — who maneuvers, when, and by how much — without human intervention. The system runs six autonomous agents, each with a single responsibility: Sentinel monitors conjunction data and fires the first alert when collision probability crosses the safety threshold. Oracle enriches that alert with orbital parameters — fuel reserves, delta-V capacity, approach geometry — and recommends which satellite should maneuver. Operator Alpha and Operator Bravo represent each satellite operator. They negotiate directly, proposing burns, countering, and converging on a maneuver plan. Arbiter, running on an independent model, validates the agreed plan against coordination norms and issues the final verdict. Archivist seals every event into a hash-chained, tamper-proof audit trail — nothing can be altered after the fact. In a live test run, Sentinel flagged a critical conjunction between STARLINK-4412 and ONEWEB-2201 with a collision probability of 0.00018 (nearly double the 0.0001 threshold) and a miss distance of 42.3 meters. Oracle recommended ONEWEB-2201 as the maneuvering party based on its higher fuel reserves and delta-V capability. The operators negotiated and agreed on a 0.38 m/s retrograde burn, achieving a 500-meter miss distance and cutting collision probability by over 99%, to 1.4×10⁻⁶. Arbiter certified the plan, and Archivist sealed the full sequence into an immutable audit trail. PARLEY runs on Claude Sonnet 4.6 via the AI/ML API, with Featherless AI powering the independent Arbiter model, orchestrated through Band.ai's agent SDK. Every agent call is real, logged, and traceable. From detection to certified resolution — autonomously, in under a minute.

A.L.I.L (Autonomous Liquidity Intelligence Layer) is an AI driven on chain analytics platform built for the Qubic ecosystem. It lets users scan any wallet address and instantly generate actionable intelligence whale behaviour, liquidity inflows/outflows, portfolio structure, and risk profiling. Using a hybrid tech stack of n8n (automation orchestrator), Supabase (database + logging), Gemini 3 AI (analytics engine), and Google Looker Studio (front end dashboard), ALIL converts raw blockchain data into clear, investor friendly insights. Designed for traders, builders, and VCs, ALIL bridges DeFi chaos with AI clarity bringing the next generation of intelligent liquidity analytics to the Qubic network.

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. 💰 $10,000+ total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

📅 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.