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Info/success toasts auto-dismiss faster (3.5-4s) while warn/error toasts persist longer (8-10s). Callers can still override with explicit ttlMs. Dedupe, cooldown window, and MAX_TOASTS cap were already in place from Phase 1. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>