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Search-stack resilience (engine-lineup rebuild after an upstream outage), memory-loop fixes (client-supplied conversation continuity + GSW episodic summaries), curiosity-churn caps, alert-noise gating, outage-proof boot, and self-improvement fixes (quiz grading, principle distillation).