Rodmap.md

PixelForge Roadmap

Phase 1: Core Platform (Completed)

• Stable Diffusion 1.5 integration
• Adaptive retry loop with bounded parameter tuning
• CLIP + sharpness quality scoring
• JWT auth and protected generation endpoints
• React generation UI with history panel
• Iterative session editing workflow
• Docker Compose deployment (frontend/backend/mongo)

Phase 2: Quality Intelligence (In Progress)

• Face-aware quality scoring implementation
• Distortion classifier exploration
• Better per-attempt quality diagnostics in APIs/UI
• Prompt-quality benchmark suite for regressions

Phase 3: Scalability and Reliability

• Persistent/distributed job queue backend
• Multi-GPU worker scheduling model
• Artifact storage abstraction for object stores
• API pagination for large histories

Phase 4: Product Experience

• Frontend automated testing and CI checks
• User-level history filters and favorites
• Session compare view for iteration deltas
• Optional quality profile presets (speed/balanced/quality)