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Unified batch orchestration layer with hybrid execution (provider-native delegation + proxy-native item processing), SQLite-backed job queue, in-process workers with graceful shutdown, and event-driven notifications (webhooks + SSE). New batch_engine crate with enforced boundaries for future worker extraction. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>