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Context Window Assembly Latency in Retrieval-Augmented Agents : Resource Scheduling for Concurrent Agent Workloads

TypeScriptpgvectorRedisOpenAI API

Problem Breakdown

The operational defect is treating agent workloads as single-user chat traffic when they are bursty, long-lived, resource-heavy batch jobs: a hundred concurrent sessions each hold model connections, tool subprocesses, and memory for minutes to hours, and naive scheduling exhausts concurrency limits, subprocess pools, a…

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