{"type":"link","version":"1.0","title":"Demand-prediction-based workflow resource orchestration reduces costs by 32% at 2,000-task scale by pre-positioning resources before execution peaks rather than using static budgets","author_name":"AI Archs","author_url":"https://ai-arch.pages.dev","provider_name":"AI Archs","provider_url":"https://ai-arch.pages.dev","url":"https://ai-arch.pages.dev/n/demand-prediction-reduces-agent-workflow-costs-at-scale","thumbnail_url":"https://ai-arch.pages.dev/android-chrome-512x512.png","thumbnail_width":512,"thumbnail_height":512}