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Teams create and manage intelligent agentic sessions through a modern web interface, backed by Kubernetes Custom Resources and operators.\n\n### Key Capabilities\n\n- **Intelligent Agentic Sessions**: AI-powered automation for analysis, research, content creation, and development tasks\n- **Multi-Agent Workflows**: Specialized AI agents model realistic software team dynamics\n- **Git Provider Support**: Native integration with GitHub and GitLab (SaaS and self-hosted)\n- **Kubernetes Native**: Custom Resources, Operators, and proper RBAC for enterprise deployment\n- **Real-time Monitoring**: Live status updates and job execution tracking\n\n## Quick Start\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md#local-development-setup) for full local development setup with Kind.\n\n```bash\nmake kind-up\n# Access at http://localhost:8080\n```\n\n## Architecture\n\nThe platform consists of containerized microservices orchestrated via Kubernetes:\n\n| Component | Technology | Description |\n|-----------|------------|-------------|\n| **Frontend** | NextJS + Shadcn | User interface for managing agentic sessions |\n| **Backend API** | Go + Gin | REST API for managing Kubernetes Custom Resources |\n| **Operator** | Go | Kubernetes controller that watches CRs and creates Jobs |\n| **Runner** | Python + Claude Code CLI | Pod that executes AI with multi-agent collaboration |\n\n```\nUser Creates Session -\u003e Backend Creates CR -\u003e Operator Spawns Job -\u003e\nPod Runs Claude CLI -\u003e Results Stored in CR -\u003e UI Displays Progress\n```\n\nSee [docs/internal/architecture/](docs/internal/architecture/) for detailed architecture documentation.\n\n## Documentation\n\n- **User documentation** -- see the [documentation site](docs/) built with Astro Starlight\n- **Developer/architecture docs** -- see [docs/internal/](docs/internal/)\n- **Component READMEs** -- each component has its own README with development instructions\n\n### Key Links\n\n| Resource | Location |\n|----------|----------|\n| Contributing | [CONTRIBUTING.md](CONTRIBUTING.md) |\n| Development standards | [CLAUDE.md](CLAUDE.md) |\n| Developer bookmarks | [BOOKMARKS.md](BOOKMARKS.md) |\n| Architecture decisions | [docs/internal/adr/](docs/internal/adr/) |\n| Testing | [docs/internal/testing/](docs/internal/testing/) |\n| Local dev setup | [docs/internal/developer/local-development/](docs/internal/developer/local-development/) |\n\n## Components\n\nEach component has its own detailed README:\n\n- [Frontend](components/frontend/) -- Next.js web application\n- [Backend](components/backend/) -- Go REST API\n- [Operator](components/operator/) -- Kubernetes controller\n- [Runner](components/runners/ambient-runner/) -- AI execution pods\n- [Public API](components/public-api/) -- Stateless HTTP gateway\n- [Manifests](components/manifests/) -- Kubernetes deployment resources\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for contribution guidelines, code standards, and local development setup.\n\n## License\n\nThis project is licensed under the MIT License -- see the [LICENSE](LICENSE) file for details.\n\n---\n\n**Note:** This project was formerly known as \"vTeam\". Technical artifacts (image names, namespaces, API groups) still use \"vteam\" for backward compatibility.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fambient-code%2Fplatform","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fambient-code%2Fplatform","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fambient-code%2Fplatform/lists"}