Unverified50% confidenceFactExact time
The Supervisor runs on every hop, and each time it wakes up it must re-read the shared message list, which contains the user's input for each round, each of the Supervisor's own previous routing calls, the transfer message pair produced by each handoff/return, and the last message of each worker.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEach line of a bookkeeping user message restates something the program can read from its own records, for example the task list knows what is done, the test runner knows what failed, and the workflow knows what the next step is.71% similarUnverifiedThe current implementation pain point is that the Supervisor only performs intent classification on the first message of a session and stores the selected Agent in the checkpoint state, after which all subsequent messages are routed to the same Agent.70% similarUnverifiedIt is recommended to have the Supervisor dynamically build a task DAG in every round of conversation, rather than binding an agent once and for all.67% similarUnverifiedThe callback mechanism typically requires an IVR process for collecting user information and a task scheduling queue that automatically initiates outbound calls once an agent becomes available.67% similarUnverifiedMulti-worker parallel execution requires the use of lock mechanisms, message queues, or operating system-level window management APIs to coordinate the execution timing of each worker.67% similar
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