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Problem
The project has no CI/CD pipeline. There is no automated build, test, or package step on push or pull request.
Proposal
Add a GitHub Actions workflow that runs on every push and PR to main: ...
enhancement
Why
The beta routes newer families through stitched img2img-style inputs, but we still need real output validation to tune
prompts, strengths, and reference blending.
Scope
Run real generation smoke ...
help wanted
model-support
testing
Why
New contributors need a single path to set up DreamForge locally, install ComfyUI dependencies, understand FaceID
requirements, and know which model families map to which workflows.
Scope
Add or ...
documentation
good first issue
help wanted
Problem
spark-core 2.9.4 has been minimally maintained since 2020 and is effectively abandonware.
Proposal
Migrate to Javalin 6.x, which is the spiritual successor to Spark with a nearly identical API ...
enhancement
Why
The app now auto-promotes restyle to image_prompt when a structure slot is present, but the UI should make this behavior
visible instead of feeling magical or broken.
Scope
Improve the reference ...
frontend
help wanted
ux
Why
When a generation ignores a reference, it is hard to know whether the UI, resolver, model family routing, or Comfy
workflow dropped it.
Scope
Add a compact routing/debug trace to generation logs ...
backend
help wanted
observability
Context
The hardened authority-flip demo separates the time authority from the signer: each receipt binds a time anchor from a
separate clock-authority process, carries a monotonic sequence number, and ...
enhancement
Summary
Raise the project s Python floor from =3.10 to =3.11, and upgrade titiler.core to 2.x and rio-tiler to 9.x.
Motivation
Our =3.10 floor is the odd one out. The modern titiler ecosystem already ...
dependencies
enhancement
Why
Reference handling now differs by family: Flux Kontext, Qwen Edit, IP-Adapter, Krea, Z-Image, Ideogram, and generic
img2img. We need a repeatable smoke matrix so future routing changes do not silently ...
help wanted
model-support
testing
Problem: payment-history-service.ts stores transactions in localStorage.
Required fix: If backend payment history endpoint exists, connect it. If not, clearly mark payment history as
mock/demo-only and ...

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