Qurat Ul Ain Bibi@Qurat

TRiaD (Threat Intelligence & Automated Defense) is an AI-powered cybersecurity incident response platform developed during the Band of Agents Hackathon 2026. The system leverages a collaborative multi-agent architecture to automate the traditionally time-consuming processes of threat analysis, incident triage, intelligence correlation, and compliance reporting. The platform consists of specialized AI agents working together in a coordinated workflow. Incoming security alerts are processed by an ingestion layer, enriched with contextual threat intelligence, and analyzed through semantic similarity searches using a vector database. The analyst agent investigates indicators of compromise, correlates findings with historical incidents and MITRE ATT&CK techniques, and generates actionable insights. A manager agent then compiles compliance-ready incident reports suitable for security operations centers and organizational stakeholders. TRiaD provides a modern web dashboard with real-time updates, interactive alert monitoring, and automated reporting capabilities. By combining FastAPI, Next.js, ChromaDB, Gemini-powered reasoning, and WebSocket-based communication, the platform demonstrates how autonomous AI agents can significantly accelerate cyber defense operations while maintaining transparency, traceability, and auditability. The project showcases practical applications of agentic AI in cybersecurity, threat intelligence automation, incident response orchestration, and security analytics.

The Agent Marketplace is a pioneering decentralized platform designed to simplify and democratize access to specialized AI agents. Rather than forcing companies to build their own systems, it offers a vibrant ecosystem where users can rent modular, task-specific AI capabilities that transform complex workflows across industries. Its core value lies in radical cost reduction and unmatched scalability: businesses avoid heavy R&D and infrastructure spending by paying only micro-fees for agents on demand, dramatically accelerating innovation. At the heart of this ecosystem is the Coral Protocol, the secure, trustless operational backbone. Coral manages Agent Registration, letting developers deploy proprietary AI models as verifiable agents. It ensures Trustless Execution by orchestrating and tracking agent activity on a distributed ledger. Most importantly, it enables Micropayments, powering a pay-as-you-go model through low-latency micro-transactions that instantly reward providers. This blockchain foundation guarantees full transparency, auditability, and security for every interaction and performance metric.To deliver world-class results, the marketplace integrates best-in-class AI models. Agents handling high-level reasoning, code generation, or complex summarization leverage Mistral AI. Those requiring human-quality speech or realistic voice,such as AI narrators-use Eleven Labs. For emotionally aware, empathetic conversational agents, Lovable AI injects advanced emotional intelligence, enabling richer and more engaging user experiences.The workflow is seamless: a user selects an agent, initiates a “Rent Agent” request, and a micro-payment is secured via a Coral smart contract. Coral triggers the agent on a decentralized node; once the task is complete and verified, payment is released and the user receives the output. This architecture delivers secure, agile, high-performance AI, making Agent Marketplace the future of trustless integration.

Our project is an AI-driven assistant built using React, Python, and DeepSeek Groq API, featuring 7 specialized agents to enhance users' professional and personal lives. These agents include a Business Analyst for market insights, a Health Analyst for medical advice, and a News Fetcher for real-time updates on selected topics. The system empowers users by providing expert-driven insights, enabling informed decision-making in business, healthcare, and current affairs. Designed for efficiency, it ensures users stay ahead with crucial information, making it a valuable tool for entrepreneurs, professionals, and individuals seeking reliable, AI-powered guidance in their daily activities.

📅 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.

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!