DAG 不是 Agent 编排的答案，它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核：调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了？ 去年我在一个项目里写了这样一个 Agent：让它调研一个 GitHub 仓库，读 READM ...

Cloud communication is moving from simple message delivery to connected customer journeys. Businesses now use APIs, ...

With the advent of AI-mediated APIs, the era of manually hard-coding every integration between every microservice may be ...

You can minimize the degree to which your browser spies on you, but potential hackers can use your own SSD against you and ...

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Abstract: The adversarial example presents new security threats to trustworthy detection systems. In the context of evading dynamic detection based on API call sequences, a practical approach involves ...

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Ollama 0.22.1 ships an updated Gemma 4 model renderer that finally supports the two capabilities that mattered for serious local AI work: explicit thinking mode and function/tool calling. Tool calling ...

Spam calls are annoying. I always have my phone ringer on in case there is an emergency but before iOS 26, my iPhone would receive spam calls at least a handful of times a week. Spam calls can be ...

Looking for a comprehensive and reliable source of Conference Call Transcripts? Benzinga creates a real time transcripts feed, so investors can stay in the know, while the call is happening. The ...

Abstract: Ransomware has been one of the prevalent malware for the past decade, and it is continuing to be one of the significant threats today. The API call-based analysis is a widely adopted method ...