vamshi nagireddy@vamshi913

BrainOS solves the core blocker to enterprise AI automation: models are capable, but they lack company-specific operational knowledge. Critical context lives across Slack threads, PDFs, screenshots, diagrams, runbooks, support tickets, and tribal knowledge inside employees’ heads. AI agents cannot reliably operate on fragmented information. BrainOS is a multi-agent, multi-modal system that ingests company knowledge from text, PDFs, screenshots, architecture diagrams, and live Slack conversations, then builds a living reconciled knowledge graph. Incoming information is continuously reconciled against existing facts: stale ownership is superseded, duplicates are removed, and conflicting claims are marked Disputed when unresolved. The system exports portable SKILLS.md context files consumable by Claude Code, Cursor, OpenAI GPTs, Aider, and other AI agents. Four specialized agents run on AMD MI300X through vLLM: an Ingestion Agent (text + vision), Structuring Agent (extraction + reconciliation), Execution Agent (graph-aware retrieval + grounded generation), and Feedback Agent (groundedness auditing). MI300X’s 192GB HBM3 enables co-resident 70B text and 7B vision models on a single GPU without swapping, enabling sub-second multimodal ingestion and per-task model routing. BrainOS includes a production-ready Slack integration with thread ingestion, channel ingestion, semantic search-then-ingest, and /brainos slash command support for grounded in-channel Q&A with confidence labels. Knowledge can also sync into Slack Canvas for department-level operational memory. Beyond standard RAG, BrainOS adds conflict detection, provenance tracing to source quotes, confidence scoring, knowledge-gap analysis, security-aware segmentation, and department-scoped memory isolation. Self-hostable, vendor-neutral, and open-source, BrainOS continuously evolves its organizational understanding while surfacing what knowledge is now disputed.

📅 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.

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.

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!

🚀 Take your chance and build a proactive AI solution. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 💰 $22,250 prize pool for the winners! 🌉 Join us online or in person in San Francisco for an unforgettable experience! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!