IntroductionIn 2025, a headache-inducing problem arose for engineers using Python for scraping and browser automation.
Until now, the topic of letting AI interact with a browser involved bringing in third-party libraries. Whether it was ...
I noticed there were different levels of protection against automated access depending on the site. In this post, I'll list ...
OGX is plainly described as: an open-source agentic API server for building AI applications, OpenAI-compatible, any model, any infrastructure. It is the rebrand of Meta's Llama Stack, with the name ...
Learn how to detect stereotypes in LLMs across embeddings, prompts, and generated text, with Python code, charts, and a ...
上个月,团队里一个做了4年UI自动化的同事找我吐槽。他维护着800多条Playwright用例,那天早上打开报告一看——237条失败了。原因很简单:开发推了一次“不影响功能”的提交,把一批按钮的data-testid统一了命名规范。 他改定位器改到凌晨,第二天跟我说了一句话:“脚本写了这么多,为什么还是这么脆弱?” 我说:“因为你的定位规范、等待策略、踩过的坑,全部锁死在硬编码的代码里。AI读不懂 ...
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