[KongchangAI]
ConceptMulti-Agent Orchestration

Multi-Agent Orchestration

A mechanism for coordinating multiple agents to complete tasks collaboratively according to a given topology. Common patterns include hierarchical (a lead agent dispatching sub-agents), pipeline, and blackboard (a shared state space).

Timeline (last 90 days)

Oct 21

BAND's shared workspace mechanism is close to the blackboard pattern in multi-agent orchestration, where agents do not call each other directly but read and write tasks and context in a shared space.

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Oct 21

Large agent platforms are strengthening multi-agent orchestration features, and the room for independent collaboration layers depends on whether they can maintain tool neutrality and build an ecosystem.

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Oct 21

Two common ways to implement multi-agent orchestration: multiplexing terminal sessions (e.g., running CLI agents in parallel via pseudo-terminals) and programmatic invocation through APIs or headless mode.

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