Adam Mlady@Redhood

Workflow Legion is a Band-native cyber incident command room built to prove that multi-agent workflows can be visible, repeatable, and safe enough for high-stakes operations. The system starts inside Band. A human posts a Band trigger, and a hosted backend listens for that command, starts a deterministic five-agent incident workflow, and posts each agent handoff back into the Band room. The agent chain is Triage, Threat Intel, Forensics, Compliance, and Incident Commander. Commander is terminal, so the workflow stops cleanly after the final containment decision. Band is the core collaboration fabric and proof surface. It is not treated as a simple notifier or chat wrapper. The Band room shows the visible coordination trail: mentions, role updates, handoffs, shared context, and final decision flow. The backend owns deterministic runtime execution and exports a safe Mission Control status feed. A public frontend displays that status for judges without requiring local terminals or exposing secrets, Band IDs, API keys, room IDs, chat IDs, sponsor codes, QR codes, or private credentials. NativelyAI and Native.Builder informed the showcase and productization layer, helping shape Workflow Legion into a clean Mission Control experience. AI/ML API and Featherless support provider-backed reasoning for agent roles while deterministic fallbacks keep the workflow controlled when provider output is unavailable or unsuitable. The final proof is a hosted Band-triggered five-agent incident workflow: Band coordinates the agents, the backend executes the workflow, and Mission Control displays the live public result.

Highlander AI is a sophisticated multi-agent system engineered to provide a decisive competitive advantage in dynamic market landscapes. It autonomously implements the Emulate, Condense, Repurpose, and Deploy (ECRR) methodology to analyze, adapt, and respond to competitive pressures. The system's core is a modular, scalable architecture comprising specialized AI agents: * Mission Control: The strategic brain, orchestrating high-level goals and task decomposition. * Oracle: The intelligence gatherer, performing web reconnaissance and data analysis. * Dispatch: The operational coordinator, efficiently assigning tasks to agents based on capabilities and workload. * Emulation & Deployment Agents: Specialized agents for specific ECRR phases. * Code Execution Agent: A newly integrated agent for dynamic code execution. These agents collaborate seamlessly through a robust heartbeat communication system, ensuring real-time coordination and efficient resource utilization. A significant new feature is the "CodeFreak" function. This innovative capability allows the Highlander system to: 1. Receive a natural language query for a code solution (e.g., "a simple web server in Python"). 2. Leverage the Oracle agent to dynamically search the web for relevant code snippets. 3. Extract and present the identified code. 4. Utilize a dedicated Code Execution Agent to safely run the extracted code, demonstrating its functionality. This "CodeFreak" feature showcases Highlander's ability to not only gather and analyze competitive intelligence but also to rapidly prototype, test, and validate technical solutions, bridging the gap between strategic insight and practical implementation. The entire framework is designed for high performance and resource optimization, making it a powerful tool for autonomous competitive intelligence and rapid innovation.

The leading theory explaining the correlation between digital screen use and dry eye syndrome posits that screen use alters blinking dynamics, decreasing both blink rate and completeness, which in turn leads to increased dryness of the ocular surface. This understanding is drawn from our extensive analysis of various research papers exploring this relationship. Based on these findings, we have developed an application designed to run in the background and monitor your blinking habits. It counts the frequency of your blinks, assesses your tear production, and studies your blinking dynamics. If these metrics fall below healthy levels, the application will issue an alert accordingly.

📅 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.

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions. 📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity. 👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions. 💰 $5,000 prize pool for the winners! 🏆 Compete for a chance to join the lablab NEXT incubator program! 🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!