in order to handle its multiple devices, like the printer and card punch, it
The right light makes such a difference!
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This pattern has caused connection pool exhaustion in Node.js applications using undici (the fetch() implementation built into Node.js), and similar issues have appeared in other runtimes. The stream holds a reference to the underlying connection, and without explicit consumption or cancellation, the connection may linger until garbage collection — which may not happen soon enough under load.
天际资本的判断是，OpenClaw完成了市场教育，证明了“数字劳动力”的庞大需求，但真正能承载企业级落地的，是需要安全底座的那一层。Lemon AI正是填补这一空缺的角色，OpenClaw告诉用户“AI可以帮你干活”，Lemon AI告诉企业“AI可以安全地帮你干活”。
在 AI 场景中，Apache Spark 凭借其强大的批处理能力与 Python 生态兼容性，广泛用于大模型训练前的数据清洗、特征工程与推理任务。而 Ray 因其低延迟、高并发特性，被 OpenAI 等头部机构用于分布式训练与强化学习。两者共同构成 Data + AI 的核心计算底座，支持从数据准备到模型推理的全流程高效执行。