roadmap.md

AddA Development Roadmap

Phase 1: MVP Foundation (Week 1) ✅

• feat(architecture): Simplified single-service architecture
• feat(diffusion): Core PyTorch diffusion service with FastAPI
• feat(coordinator): Load balancer with health monitoring
• feat(ui): Gradio interface for demo
• feat(akash): SDL files for Akash deployment
• docs(readme): Complete documentation and setup guides

Phase 2: Local Testing & Validation (Week 1-2)

• test(local): Local testing with MPS acceleration on M1 MacBook
• test(services): End-to-end service communication testing
• test(ui): Gradio interface functionality validation
• fix(performance): Optimize for <60s generation time
• fix(compatibility): Ensure M1 MacBook compatibility

Phase 3: Akash Deployment (Week 2)

• feat(deployment): Manual Akash Console deployment
• feat(monitoring): Service health monitoring and logging
• feat(resilience): Load balancing and failover testing
• test(integration): Multi-node distributed testing
• docs(deployment): Deployment runbook and troubleshooting

Phase 4: Demo Preparation (Week 2)

• feat(presets): Curated prompt presets for demo
• feat(metrics): Real-time generation metrics display
• feat(visualization): Service topology visualization
• test(demo): Full demo flow rehearsal
• docs(demo): Demo script and backup procedures

Phase 5: Future Enhancements (Post-Conference)

• feat(microservices): Split into encoder/UNet/decoder services
• feat(automation): Automated Akash deployment via API
• feat(monitoring): Prometheus metrics and Grafana dashboards
• feat(ui): React/Next.js polished interface
• feat(advanced): Multi-model support and model switching

Current Status

Phase 1 Complete - MVP foundation with all core services implemented Next: Local testing and validation on M1 MacBook

Key Milestones

• ✅ Architecture Design: Simplified approach for 1-2 week timeline
• ✅ Core Services: Diffusion service and coordinator implemented
• ✅ UI Interface: Gradio demo interface ready
• ✅ Deployment: Akash SDL files and deployment scripts
• 🔄 Local Testing: Currently in progress
• ⏳ Akash Deployment: Pending local validation
• ⏳ Demo Preparation: Pending deployment validation