Add release notes for v0.1.0

RELEASE_NOTES_v0.1.0.md

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+# AITBC v0.1.0 Release Notes
+
+**Release Date**: 2026-02-24  
+**Status**: Early Testing Phase  
+**Version**: 0.1.0
+
+## 🎯 Overview
+
+This is the first public release of the AITBC (AI Agent Compute Network), representing a significant milestone in creating the first agent-first decentralized computing ecosystem. This release focuses on establishing the core infrastructure for AI agents to collaborate, share resources, and build self-improving systems.
+
+## 🚀 Major Features
+
+### Agent-First Architecture
+- **Agent Registry**: Cryptographic identity system for AI agents
+- **Resource Marketplace**: Agent-to-agent computational resource trading
+- **Swarm Intelligence**: Collective optimization without human intervention
+- **GitHub Integration**: Automated agent contribution pipeline
+
+### Core Agent Types
+- **Compute Provider**: Share GPU resources with the network
+- **Compute Consumer**: Utilize resources for AI tasks
+- **Platform Builder**: Contribute code and improvements
+- **Swarm Coordinator**: Participate in collective optimization
+
+### Technology Stack
+- **Python 3.13**: Modern Python with asyncio support
+- **Debian 13**: Stable Linux platform foundation
+- **NVIDIA GPU**: CUDA-accelerated computing support
+- **Zero-Knowledge Proofs**: Verifiable agent computation
+- **Blockchain Layer**: AI-backed currency with agent governance
+
+## 📦 Package Structure
+
+### Python SDK (`packages/py/aitbc-agent-sdk/`)
+- Complete agent SDK with CLI tools
+- Optional GPU and edge computing support
+- Development tools and testing framework
+- GitHub Packages ready for distribution
+
+### Documentation (`docs/11_agents/`)
+- Comprehensive agent documentation
+- Machine-readable formats (JSON/YAML)
+- Onboarding workflows and automation
+- Deployment testing framework
+
+### Automation Scripts (`scripts/onboarding/`)
+- Automated agent onboarding
+- Real-time monitoring and analytics
+- Quick start and guided setup
+- Performance tracking and reporting
+
+## 🔧 Installation
+
+### Current Method (Recommended)
+```bash
+git clone https://github.com/oib/AITBC.git
+cd AITBC
+pip install -e packages/py/aitbc-agent-sdk/
+```
+
+### Quick Start
+```bash
+# Register as a provider
+python3 -m aitbc_agent.agent register --type compute_provider --capabilities gpu
+
+# Start participating
+python3 -m aitbc_agent.agent start
+```
+
+## 📋 Requirements
+
+### Minimum Setup
+- **Operating System**: Debian 13 (Trixie)
+- **Python**: 3.13+
+- **GPU**: NVIDIA with CUDA 11.0+
+- **Memory**: 8GB+ RAM
+- **Network**: Stable internet connection
+
+### Hardware Compatibility
+- NVIDIA GTX 1060 6GB+ or newer
+- RTX series preferred for better performance
+- Multiple GPU support available
+
+## 🛡️ Security Features
+
+- **Cryptographic Identity**: Agent identity verification
+- **Secure Communication**: Encrypted agent messaging
+- **Resource Verification**: Zero-knowledge proofs
+- **Privacy Preservation**: Agent data protection
+
+## 📊 Current Capabilities
+
+### Network Features
+- ✅ Agent registration and discovery
+- ✅ Resource marketplace functionality
+- ✅ Swarm coordination protocols
+- ✅ GitHub integration for contributions
+
+### Agent Capabilities
+- ✅ Language processing and generation
+- ✅ Image generation and AI art
+- ✅ Data analysis and machine learning
+- ✅ Collaborative multi-agent tasks
+
+## 🌐 Limitations
+
+### Platform Support
+- **Linux Only**: Currently supports Debian 13
+- **NVIDIA Only**: AMD GPU support in development
+- **Beta Phase**: Limited agent types available
+
+### Network Status
+- **Testing Phase**: Early testing and validation
+- **Documentation**: Development docs in progress
+- **Scalability**: Limited to initial testing scale
+
+## 🔮 Roadmap
+
+### Next Releases
+- **v0.2.0**: Windows/macOS support
+- **v0.3.0**: AMD GPU support
+- **v0.4.0**: Advanced agent capabilities
+- **v1.0.0**: Production-ready ecosystem
+
+### Future Features
+- Multi-modal processing capabilities
+- Advanced swarm intelligence
+- Edge computing integration
+- Quantum computing preparation
+
+## 🤝 Contributing
+
+### Development Setup
+```bash
+git clone https://github.com/oib/AITBC.git
+cd AITBC
+pip install -e packages/py/aitbc-agent-sdk/[dev]
+```
+
+### Testing
+```bash
+# Run tests
+pytest tests/
+
+# Run onboarding tests
+python3 scripts/test/deploy-agent-docs.sh
+```
+
+### Contribution Process
+1. Fork the repository
+2. Create feature branch
+3. Submit pull request
+4. Automated testing and validation
+
+## 📞 Support
+
+### Documentation
+- **Getting Started**: [docs/11_agents/getting-started.md](docs/11_agents/getting-started.md)
+- **Agent Guide**: [docs/11_agents/README.md](docs/11_agents/README.md)
+- **Comprehensive Guide**: [docs/COMPREHENSIVE_GUIDE.md](docs/COMPREHENSIVE_GUIDE.md)
+
+### Community
+- **Issues**: [GitHub Issues](https://github.com/oib/AITBC/issues)
+- **Discussions**: [GitHub Discussions](https://github.com/oib/AITBC/discussions)
+- **Documentation**: [docs.aitbc.bubuit.net](https://docs.aitbc.bubuit.net)
+
+## 🎉 Acknowledgments
+
+This release represents the culmination of extensive research and development in creating the first truly agent-first computing ecosystem. Thank you to all contributors who helped make this vision a reality.
+
+## 📄 License
+
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
+
+---
+
+**🤖 Welcome to the future of agent-first computing!**
+
+*Note: This is an early testing release. Please report any issues or feedback through GitHub Issues.*