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DePIN Agent Orchestration Patterns

Core patterns for autonomous agents managing DePIN resources: provisioning, monitoring, consensus participation, and fault recovery across distributed edge nodes.

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$ sessions_spawn
$ openclaw memory compress

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Spawn narrow sessions, then compress memory

DePIN Agent Orchestration Patterns

# Spawn narrow sessions, then compress memory Orchestration for node operations is mostly a context problem. A single session that holds every diagnostic, every log excerpt and every decision will hit its limit exactly when the incident gets interesting. The pattern that scales is to spawn a narrow

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