LangChainJS，作为构建 AI应用 的热门开源框架，在2025年发布了其Java版本（LangChainJS）的deepagents 1.7.0版本。这次更新的核心在于引入了 沙盒（Sandboxes）功能，旨在解决AI智能体 在代码生成、文件系统操作和shell命令执行时的不确定性问题，从而显著提升 AI工具链 的可靠性，并为开发者构建更安全的 AI系统 提供了新的思路。

在现代软件开发中，自动化测试和爬虫开发的需求日益增加。然而，随着网页结构的不断变化，开发者面临着前所未有的挑战。一个简单的div类名变更或按钮位置的调整，可能会导致整个脚本的崩溃，令开发者感到束手无策。传统的自动化工具在此背景下显得捉襟见肘。与此同时，纯AI驱动的自动化方案又常常因为错误的点击或判断失误而导致生产事故。因此，亟需一种新型工具，能够兼具代码的精确性与AI的模糊理解能力。最近，一款名为 ...

We are seeing exploitation of SolarWinds Web Help Desk via CVE‑2025‑40551 and CVE‑2025‑40536 that can lead to domain ...

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Java 26, due in March with structured concurrency, lazy constants, AOT object caching, and primitive types in patterns, instanceof, and switch, has entered a second rampdown phase for bug fixes. Java ...

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What to Watch after OpenAI's Ad-testing and Google's UCP Launch for Agentic Commerce Integration? SAN FRANCISCO, /PRNewswire/ -- The race to commercialize AI has reached a pivotal moment. While the in ...

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AMD is hiring a Senior AI/ML Lead in Hyderabad to lead the design, development, deployment, and optimization of AI/ML ...

The current setup asks PLN to be planner, procurer and operator. That was useful in the past decades, but today it blurs ...