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Agentpause: Suspends LLM agents before rate limits, resumes cleanly

Agentpause allows LLM agents to suspend before hitting rate limits and resume seamlessly.

Agentpause enables autonomous LLM agents to be suspended gracefully before hitting provider rate limits and to resume without redoing work. This system operates across cloud providers and local servers, demonstrating significant efficiency improvements in experiments, such as achieving a 0% error rate in simulations compared to a 100% baseline error rate.