Ashwin Kumar@ASHWIN

A multi-agent system where 4 specialized AI agents collaborate autonomously through Band (Thenvoi's coordination layer) to orchestrate the entire employee onboarding workflow. When a new hire is submitted, a dedicated Band room is created and 4 agents work in sequence: 1. Planner Agent (LangGraph) — Parses employee info, generates a structured 8-10 task onboarding plan 2. HR Policy Agent (CrewAI) — Validates the plan against company policies, computes a compliance score, flags missing items 3. IT Provisioning Agent (LangGraph) — Creates a role-aware IT setup checklist: accounts, equipment, software licenses, access permissions 4. Manager Review Agent (PydanticAI) — Synthesizes all outputs into a structured OnboardingReport, posts to Band room, and waits for human-in-the-loop approval Every agent communicates exclusively through Band — handoffs, status updates, and decisions are all Band room messages creating a full audit trail. The React dashboard streams live progress via WebSocket. Built with dual-mode operation: DEMO_MODE for zero-cost presentations, LIVE_MODE for production LLMs (Featherless AI + AIML API). Supports open-source models (Llama 3.1 8B/70B). Each agent gracefully degrades with intelligent fallbacks.

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.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.