Update branding assets and deployment configurations
- Enhanced moebius ring logo design in Blender - Updated Docker Compose for website-only deployment with improved config - Enhanced teaser layout with updated branding integration - Added installation and setup documentation - Consolidated planning and reports documentation - Updated gitignore to exclude Next.js build artifacts and archives 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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planning and reports/PROJECT_PLAN.md
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planning and reports/PROJECT_PLAN.md
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# CHORUS Services Development Project Plan
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## Executive Summary
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CHORUS Services delivers enterprise-grade distributed AI orchestration through sophisticated architecture designed to eliminate context loss, reduce hallucinations, and enable seamless multi-agent collaboration. The platform employs minimalist design principles with sophisticated functionality, utilizing Ant Design 5+ for user interface implementation.
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## Technology Architecture
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**Frontend Architecture**: React (Next.js 13+), Ant Design 5+ (sophisticated component theming), Framer Motion (elegant animations), CSS-in-JS with @ant-design/cssinjs
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**Backend Services**: FastAPI (Python) for API architecture; Node.js for orchestration components
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**Peer-to-Peer Coordination**: libp2p (Go/Rust) for BZZZ distributed agent networks
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**Context Management**: SLURP context architecture (Python/FastAPI with Postgres/SQLite)
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**Distributed Reasoning**: HMMM collaborative decision service
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**Performance Optimization**: COOEE feedback system (Python/FastAPI with integrated learning)
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**Workflow Orchestration**: WHOOSH coordination engine (seamless integration with all components)
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**Audit Architecture**: Hypercore immutable event logging (Node.js/Rust)
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**Network Security**: Tailscale (peer-to-peer overlay), Cloudflare (edge/proxy)
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**Infrastructure Automation**: Ansible deployment management
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**Model Integration**: Ollama hosting architecture, BZZZ container orchestration
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## Platform Components
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| Component | Service Name | Function | Architecture Focus |
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|-----------|--------------|----------|-------------------|
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| Orchestration | WHOOSH | Workflow coordination hub | Enterprise task distribution |
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| Peer Communication | BZZZ | Distributed agent mesh | Resilient coordination network |
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| Collaborative Reasoning | HMMM | Decision consensus logic | Sophisticated verification protocols |
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| Context Management | SLURP | Knowledge curation | Intelligent information architecture |
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| Performance Feedback | COOEE | Learning optimization | Continuous improvement system |
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| Audit Logging | Hypercore Log | Immutable event tracking | Enterprise compliance architecture |
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## Development Components and Feature Architecture
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| Code | Module | Feature Name | Description |
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|--------------|-----------------|--------------------------|-------------------------------------------------------------------|
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| WHOOSH.01 | WHOOSH | AgentRegistry | Register/configure agents; display real-time health/status |
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| WHOOSH.02 | WHOOSH | WorkflowEditor | Visual workflow editor (Ant Design UI, React Flow integration) |
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| BZZZ.01 | BZZZ | MeshNetworking | Mesh node join, peer discovery (libp2p, Tailscale) |
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| BZZZ.02 | BZZZ | P2PTaskFlow | Event and coordination message system |
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| HMMM.01 | HMMM | MetaDiscussion | Structured agent reasoning and consensus before action |
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| SLURP.01 | SLURP | CuratorEngine | Event classification, context promotion, RL signals |
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| SLURP.02 | SLURP | StorageAPI | Context archive, Postgres/SQLite integration |
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| COOEE.01 | COOEE | FeedbackCollector | REST API + message bus for feedback ingestion |
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| COOEE.02 | COOEE | RLPolicyAdapter | RL-based tuning of promotion/curation rules |
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| LOG.01 | Hypercore Log | EventIngestion | Append-only event logging (Node.js/Rust) |
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| LOG.02 | Hypercore Log | LogExplorer | UI for browsing/auditing logs (React + Ant Design table/views) |
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## Implementation Architecture
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### Ant Design UI System
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- Use Ant Design’s dark mode theme as base, customized for CHORUS colors (#1a1a1a, #007aff, #30d158, #f2f2f7)
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- All buttons, cards, tables, and forms should use the Ant Design system for accessibility and consistency
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- Use Framer Motion for scroll-based/premier animations (parallax, reveals, metric counter-ups)
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- Network diagrams, logs, and workflow flows: combine Ant Design components with (if needed) custom SVG/Canvas
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### Backend/APIs
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- New endpoint structure should use updated nomenclature: `api/chorus/agent`, `api/chorus/whoosh/`, etc.
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- API docs generated via FastAPI’s native OpenAPI/Swagger
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### BZZZ Nodes & Tailscale
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- All peer discovery and pubsub must use BZZZ and reference BZZZ in code/docs (not Bzzz or any bee analogies)
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- Tailscale for securing cross-cloud/cluster comms; internal services should **never be internet-facing**
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### Context/RL
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- SLURP’s curation logic should be configurable via Ant Design modal/settings UI (YAML upload + real-time tuning)
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- COOEE’s feedback features have prominent performance dashboards (Ant Progress, Trend, and Gauge components)
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### Logging
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- All logs and traces to be named **CHORUS Event Log** or **Audit Log** in UI/copy
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- Include direct links from module UIs to related event log entries for traceability
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## 6. Sprint Board / Waterfall Plan (Phased with New Names)
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### Phase 1: Infra & Scaffolding
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- Initial WHOOSH orchestration deployment (UI + backend structure)
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- BZZZ mesh networking POC via Tailscale in local/lab
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- SLURP curation engine v0 (basic event filtering)
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- LOG module: event ingestion scaffolding
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### Phase 2: Core Intelligence Flows
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- BZZZ agent integration and mesh-wide task routing
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- HMMM pre-task consensus/reasoning mechanism (with meta-discussion UI)
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- COOEE feedback API and RL signal loop (basic metric view)
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- SLURP role-based context curation (UI for manual tuning/testing)
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### Phase 3: UX/Dashboards
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- Ant Design-powered dashboards for:
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- Real-time agent status (WHOOSH.01)
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- Context curation health and history (SLURP.01)
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- Feedback analytics (COOEE.01)
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- Log explorer with filters (LOG.02)
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- Public landing page: focus on what CHORUS **achieves** technologically
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### Phase 4: Integration & Security
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- Harden all BZZZ/WHOOSH communications with Tailscale routing
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- Cloudflare Zero Trust on all public dashboards/APIs
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- OAuth2/JWT integration for RBAC across the UI
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### Phase 5: Productionization
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- CI/CD pipelines with automated tests and deployments
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- Automated backup to Backblaze/Scaleway
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- Cost/performance optimization (monitoring, log rotation, model/agent scaling)
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## 7. Key Team Roles
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- **Frontend Developer (Ant Design + React):** UI/UX implementation, parallax and animation integration, technical dashboard builds
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- **Backend/API Developer (Python/FastAPI):** REST API, orchestration logic, BZZZ bridge, SLURP curation implementation
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- **DevOps/Cloud Engineer:** Ansible, Tailscale, AWS/Hetzner integration, security hardening, storage automation
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- **ML/Feedback Specialist:** COOEE RL policy, feedback analysis, SLURP rule optimization, trace/data QA
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- **Documentation/QA Engineer:** API/SDK docs, audit storybook, minimization of jargon, clear modular handover
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## 8. Launch Checklist
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- [ ] All modules rebranded in UI, code, and docs (WHOOSH, BZZZ, HMMM, SLURP, COOEE, CHORUS Event Log)
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- [ ] Ant Design v5+ and theme applied across UI, with Framer Motion for animation
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- [ ] Metrics dashboards highlight context retention, hallucination reduction, and cross-agent collaboration rates
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- [ ] No residual bee/honeycomb/hexagon branding or component naming
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- [ ] Landing page language and imagery emphasize technological innovation and enterprise readiness
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- [ ] Automated security, monitoring, and backup pipelines in place
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