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docs(spec): Day-7 final-5% design — drift, traceability, agents
mekosotto +1: Claude Opus 4.7 (1M context) Sealed architectural decisions:
- Drift state: in-process deque(maxlen=100) per worker + train-time
median/std on model._neurobridge_train_stats (joblib roundtrip-safe).
- LLM provider: OpenRouter via openai==1.51.0 SDK with deterministic
template fallback. NEUROBRIDGE_DISABLE_LLM=1 demo lifeline.
4 tasks: T1 drift, T2 MLflow badge, T3 LLM explainer + AI Assistant
tab, T4 close-out. Test growth: 165 → 175 green (+10).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>