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Ship a cuga:gpu image variant so a CUDA cluster deploy just works with use_gpu = true (already the default). Audit by 3
experts (image / per-stage perf / deployment UX) plus a Docling parse deep-dive. ...
component: knowledge
Token-first: a connected MCP server injects its tool schemas into every session (~1-1.5k tok always-on), even when no
log is touched. Make the CLI the default (skill-driven, zero always-on cost, zero npm ...
enhancement
Purpose
Add run_id and run history metadata for Autopilot executions.
Project-level outputs are currently overwritten by new runs. This issue introduces a lightweight run history foundation
so future ...
The 4 RAG profiles (speed / standard / balanced / max_quality) currently only differ by chunk_size + prompt addendum,
which barely moves the needle in production. Profiles should own a full Pareto-locked ...
component: knowledge
Bug description
In oMLX 0.4.2, loading any non-MTP model after an MTP-enabled model can silently disable the MTP decode path for the
already-loaded MTP model.
The user-visible symptom is that Qwen3.6-27B-oQ8-mtp ...
Summary
- Stage B MIDI-to-solo listening review quality gap boundary 추가
- #734 quality gap decision 이후 남은 gap 분리
- objective repair 완료 범위와 human/audio preference 미검증 범위 분리
Context
- latest completed ...
Implement backend connected watchlist actions across the web app.
enhancement
✅ Issue
📋 To-do
- [ ] 할 일
🛠 Working time
What
app/views/image_tasks.py:61 hardcodes side = 0 for single-preview requests. Downstream infrastructure/image_service.py
treats side=0 as no scaling :
- QImageReader skips setScaledSize (line 212) ...
bug
priority: high
ux
What
scanner/scoring.py::_has_paired_peer_with_suffixes (lines 168-181) re-derives Live Photo passenger status from stem +
suffix alone, scanning the entire group_rows with no folder check. When a cross-folder ...
bug
priority: high

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