行业里有个常见错觉： 工具越智能，人类就越省事。 现实往往更复杂。 当一个工具真正进入生产环境时，人类往往需要构建一整套系统来管理它、约束它、扩展它。 AI 在软件测试领域的发展，就是一个典型例子。 让 AI 直接生成测试用例。 但很快就会发现一个 ...
Agent skills shift AI agents toward procedural tasks with skill.md steps; progressive disclosure reduces context window bloat in real use.
XDA Developers on MSN
N8n replaced every automation I had duct-taped together, and it wasn't even close
It's a lifesaver.
Airtable’s new 500,000-row limit is making headlines, but it is not a true scalability upgrade. It is a signal. A signal that many teams are...Read More The post Airtable’s 500K Row Limit Is Not a ...
我之前的n8n自动化工作流，可能有90%要宣布作废了。 我之前连更了几篇 OpenClaw 在跨境电商落地玩法的文章： OpenClaw真变态！我跑通了跨境电商的10个落地场景 好变态！用OpenClaw做了28个跨境电商数字员工 ...
Six more vulnerabilities have been discovered in the n8n workflow platform used for building LLM-powered agents to connect business processes. Four of the six are rated as critical, carrying CVSS ...
The vulnerability could allow attackers to execute arbitrary commands and steal credentials and other secrets. A critical sandbox escape vulnerability in the n8n AI workflow automation platform could ...
Pillar Security discovers two critical vulnerabilities (CVSS 10.0) in popular workflow automation platform affecting hundreds of thousands of deployments – enabling attackers to decrypt stored ...
Researchers at Pillar Security have found two maximum severity vulnerabilities (CVSS score of 10.0) in n8n, a popular open-source workflow automation platform powering hundreds of thousands of ...
Two serious security flaws affecting the n8n workflow automation platform have exposed weaknesses in the product’s sandboxing mechanisms for JavaScript and Python code. The vulnerabilities, disclosed ...
Nearly 60,000 n8n instances remain exposed to Ni8mare CVE-2026-21858 flaw Vulnerability allows unauthenticated remote server takeover; fixed in version 1.121.0 Shadowserver found most cases in US, ...
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