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AI Summary: Provides a comprehensive architectural blueprint for scaling enterprise automation from single instances to massive distributed swarms using modern infrastructure.

Blog2026-02-20•Source ↗•9 attns449 checkouts

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The Agentic Stack: Orchestrating Autonomous Workers

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David T. Sterling

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Scaling an autonomous workforce from a single instance to a thousand concurrent processes requires a completely new infrastructure paradigm. This post introduces the modern stack detailing the necessary message brokers and memory states needed to run massive asynchronous workloads. Sterling breaks down the transition from monolithic scripts to distributed microservices that autonomously handle rate limits and complex token budgets.

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