🤖 Agent workspaces
🚪 Gateway
📊 Session management
⚡ Event triggers and hooks
🛠️ Skills
**🎪 Framework 🎪**
🔌 Model connection
💬 Communication channels
⏰ Hooks and cron jobs
📝 Workspace structures (.md files)
🎨 Skills
✨ ...and whatever else the community wants to build! ✨
⚠️ Problem: Context contamination
⚠️ Problem: Lack of multi-agent collaboration
✅ Solution: Collaboration platform
⚠️ Problem: Need a long-term, persistent, and ever-evolving knowledge base
⚠️ Problem: JSON files are not enough
✅ Solution: A proper vector 📚
🔐 The KB must be yours, secure, and portable! 🔐
Requirements:
🔍 Vector store with lexical facet filtering
↳ OpenSearch is a strong contender
🏷️ Represent different entity types (projects, people, places, etc) with relationships
📓 Agents review their own daily notes and distill insights (like a human journaling)
👨🏫 Use specialized agents (librarian) to regularly review all session logs and update the KB
🔧 Librarian will perform knowledge maintenance tasks (compact, update, correct, fact-check, etc)
Security:
🔒 MCP service to allow platform agents to search
🚧 KB, and its agents must remain isolated from all other agents: use API Gateway for all requests
📋 All KB access must be logged and auditable
🤖 ...with Agents! 🤖
🍿🎮🎪
🤖🤝🤖🤝🤖
🏠 **Personal Assistant (sBrain)**
🏢 **Organizational: Agentic Collab Platform**
🎪 **Event Platform**
👤 Single user + their agents
☀️ Morning briefing, email triage, research, project tracking
💪 Your AI team, on your terms, with your data
🎨 Build your own skills
👥 Multi-user, role-based access
🤖 Agentic IT, customer support, HR workflows, build anything...
🎯 Agents as team members with defined responsibilities
⏱️ Deploy an instance for the duration of an event
🎉 Conference coordination, wedding planning, group travel
📊 Collect data, generate reports, then terminate the instance
🔄 Repeat
🔓 **Open**
🔐 **Secure(able)**
🔧 **Extensible** - build what you need
🤝 **Community-driven** - share what you build
🎒 **Portable** - your platform, your data, your agents
📊 This Presentation
💻 GitHub Repo
🌐 wardcrew.org