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Dvir Shamay

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Preprint Aug 2026

Token Optimization and Context Window Management in Multi-Agent AI Workflows

Multi-agent AI workflows are limited not only by model quality but by token cost, latency, and context-window quality. This paper presents a practitioner framework for token optimization and context-window management, grounded in an internal production dashboard that extracts structured work items from meetings, email,...

Dvir Shamay · 0 citations

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