Unverified50% confidenceDecision RuleExact time
In Agent Substrate, the WorkerPool can be configured as the scaling target of HPA, scheduling pressure (the number of Actors queued waiting for memory) becomes the signal that triggers scaling, and the WorkerPool can scale up to 10 replicas.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027
Sources
Related Entities
Related Claims
UnverifiedThrough the suspend-wake mechanism and HPA-driven Worker scaling, Agent Substrate shifts the scaling strategy from pre-allocating large amounts of resources to dynamically scaling according to actual scheduling demand, in order to reduce resource waste and guarantee response speed.78% similarUnverifiedAgent Substrate abstracts the Agent's runtime environment as an Actor; the Actor runs on top of a Worker, and the Worker is managed uniformly by a WorkerPool.62% similarUnverifiedA single agent task may simultaneously involve multiple load types such as inference (GPU-intensive), code execution (CPU-intensive), and tool orchestration (IO-intensive), placing higher demands on the infrastructure's elastic scheduling capability.61% similarUnverifiedWorkflows involve agents writing code to orchestrate sub-agents, forming a hybrid of deterministic code behavior and agentic LLM behavior.61% similarUnverifiedAccording to the author, a large functional specification can be converted into an agent workflow of more than 20 steps, with 5 to 7 agents running in parallel at any stage of execution.60% similar
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