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 ...
IntroductionIn my previous articles, I ran five types of local LLMs as AI agents and conducted a total of 75 tests. What I ...
Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.
Python 3.15 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...
Hello. I'm Shiratama!I work in IT, but I still have little experience with AI-assisted development.In this article, I will ...
A new open-source Python framework called combHIQA standardizes the preparation, validation, and combination of image quality ...
Explore the top Java Excel API Libraries and their notable features for your applications in this review of leading options. If you want to learn Microsoft Excel, a productivity tool for IT ...
Runtime Verification CEO Everett Hildenbrandt and UIUC professor Grigore Roșu argue that formal verification — writing a mathematical specification ...
How I turned 2,565 Arabic news reports on Lebanon’s war into 234 auditable incidents with Python, Media Cloud, and a ...
AWS Strands Box is an open source AI agent sandbox that checks what an agent already did before letting it run commands, code ...
The leading web data infrastructure company, Decodo, has launched a Web Data API that allows teams to scrape, search, crawl, ...
With Antigravity IDE and its coding agents, it takes no time at all to build a functioning web app with Astro, HTMX, and ...
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