Description: Nachtlauf turns distributed Codex activity into a privacy-first morning plan. It reads metadata—not transcript bodies—from local and SSH-accessible Codex state databases, redacts every model-bound string, then uses GPT-5.6 to rank likely next tasks, explain why they matter, and assign them to the best machine. A React dashboard presents the briefing, host distribution, approvals, estimated cost, and verification plan. If the API is unavailable, it safely falls back to local heuristics.

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