If AI can't read your site, it can't recommend you. AI visibility isn't just about keywords, backlinks, or speed; it's also ...

We analyzed llms.txt across 10 websites. Only two saw AI traffic increases — and it wasn't because of the file.

Critical n8n v CVE-2026-25049 allows authenticated workflow abuse to execute system commands and expose server data.

This week’s cybersecurity recap highlights key attacks, zero-days, and patches to keep you informed and secure.

The jury’s out on screen scraping versus official APIs. And the truth is, any AI agent worth its salt will likely need a mixture of both.

Autonomous agents may generate millions of lines of code, but shipping software is another matter Opinion AI-integrated development environment (IDE) company Cursor recently implied it had built a ...

Ralph Loop 是一种自主迭代循环机制。你给出一个任务和完成条件后，代理开始执行该任务；当模型在某次迭代中尝试结束时，一个 Stop Hook 会拦截试图退出的动作，并重新注入原始任务提示，从而创建一个自我参照的反馈循环。在这个循环中，模型可以读取上一次迭代改动过的文件、测试结果和 git 历史，并据此逐步修正自己的输出直到达到完成条件或达到设定的迭代上限。