AIFENG DCS · POD AI Reality Lab

Reality lab for POD AI · RTX 5080 16GB · open-source models + self-built pipeline route · Language: zh-CN | id-ID | en-US

Implementation Roadmap P1–P4

P1 · Environment Setup
P1-1 · Install portable ComfyUI Status: DONE
Est. time:≈30 min
Risk:Non-ASCII extract paths break some nodes — use an ASCII-only path
PENDING · awaiting boss approval
P1-2 · Download models (SDXL / ControlNet / IPAdapter, etc.) Status: DONE
Est. time:≈1–3 h (depends on bandwidth)
Risk:Large files; resumable downloads + integrity checks are mandatory
PENDING · awaiting boss approval
P2 · Workflow Building
P2-1 · Build the print workflow (ControlNet + IPAdapter + LoRA) Status: PENDING
Est. time:≈1–2 days
Risk:Node version compatibility — pin and archive ComfyUI + node versions
PENDING · awaiting boss approval
P2-2 · Prepress pipeline in Python (rembg / upscale / vector / DPI / layout) Status: DONE
Est. time:≈1–2 days
Risk:Edge parameters need tuning on real order art — validate on 10 samples first
PENDING · awaiting boss approval
P3 · Integration
P3-1 · Integrate the POD Toolbox (/podai/ page family) Status: PENDING
Est. time:≈1 day
Risk:Interface contracts must align — dry-run first, no real execution
PENDING · awaiting boss approval
P4 · Acceptance
P4-1 · 20-image industry blind test Status: PENDING
Est. time:≈half a day
Risk:If it fails, go back to P2 for tuning — never forced live
PENDING · awaiting boss approval
Every step is PENDING awaiting approval; environment-setup actions never run automatically — they start only after the boss approves.
⚠ The boss is asked again before every single step starts