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Routing tasks between agents based on live execution state

by Stackness

AI Tools

Rather than statically assigning one agent to a job, systems are emerging that inspect live execution evidence, permission scope, and remaining budget to decide whether a task should stay with the current agent, be handed to a specialist, or be escalated to a coordinating layer. This turns multi-agent orchestration into a routing problem solved at runtime instead of a fixed pipeline configured up front. Developers wire this in front of existing agents like Claude Code, Cursor, or Codex as an orchestration layer.

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