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Restructure how data moves through the asynchronous kernel: replace the many locally-invented, ad-hoc coordination
mechanisms (watermark over-certification, poison floors, converge loops, claim flags, ...
enhancement
epic
요약
Windows + Claude Code 환경에서 MCP server 가 -32000 으로 spawn 에 실패합니다. 근본 원인은 launcher (plugin/bin/tunallama-mcp) 가 Windows 에서
실행 불가능한 형태라는 점이며, 두 가지 별개 문제가 겹쳐 있습니다.
환경
- OS: Windows 11 (native)
- ...
Architecture: extract a shared install template from the per-tool installers in dependencies.py
Recommendation strength: Worth exploring Labels: refactor, ready-for-agent
Files
- src/ytdlp_helper/dependencies.py:274-320 ...
ready-for-agent
refactor
Architecture: consolidate duplicated private subprocess helpers into one shared seam
Recommendation strength: Worth exploring Labels: refactor, ready-for-agent
Files
- src/ytdlp_helper/dependencies.py:623 ...
ready-for-agent
refactor
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1. Senior React Native / Expo Engineer — Mochi Health
🟢 91/100 match nbsp;· nbsp; ⏰ 21h ago ...
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Architecture: consolidate app_update / update_service and fix the private _download_file import
Recommendation strength: Worth exploring Labels: refactor, ready-for-agent
Files
- src/ytdlp_helper/app_update.py ...
ready-for-agent
refactor
Architecture: deepen the Database seam — stop QueueStore reaching into raw connections
Recommendation strength: Worth exploring Labels: refactor, ready-for-agent
Files
- src/ytdlp_helper/download_queue.py:129-157 ...
ready-for-agent
refactor
Architecture: replace English-string status seam with typed status events
Recommendation strength: Strong Labels: refactor, ready-for-agent
Files
- src/ytdlp_helper/worker_status.py:225-277 — STATUS_MESSAGE_KEYS, ...
ready-for-agent
refactor
Story 24.2 — Lift runtime_cache.store() into the shared worker create_team handler
Epic 24 — Tier-Alignment Fixes from Department + Enterprise.
The shared worker create-team handler (akgentic.infra.worker.routes.teams.create_team) ...

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