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Source channel @githubtrending · Post #15086 · Aug 23

#php#framework#pest#php#testing Pest is a modern, simple, and elegant PHP testing framework designed to make writing and running tests easy and enjoyable. It offers a clean, readable syntax inspired by popular tools like RSpec and Jest, helping you write clear and maintainable tests quickly. Pest includes powerful features such as built-in browser testing, fast parallel test runs, detailed error messages, and code coverage reports, all in one tool. This means you can confidently ensure your PHP applications work correctly while saving time and improving code quality, whether you’re working on small projects or large applications. https://github.com/pestphp/pest

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@CryptoM · Post #64744 · 04/09/2026, 05:34 PM

🚀 AI TRENDS | Google Cloud AI's PaperOrchestra Enhances Manuscript Quality Google Cloud AI researchers have introduced PaperOrchestra, a system designed to improve the quality of literature reviews and manuscript formatting. According to NS3.AI, human evaluations revealed that PaperOrchestra achieved a 50%-68% win-rate margin in literature review quality compared to autonomous baselines. The system employs five specialized agents to manage tasks such as organizing raw materials, generating figures, reviewing literature, and formatting manuscripts. To evaluate the effectiveness of PaperOrchestra, researchers developed PaperWritingBench, a framework built from 200 top-tier AI conference papers. This framework demonstrated a 14%-38% improvement in overall manuscript quality, showcasing the potential of PaperOrchestra in enhancing academic writing processes. #AI#GoogleCloudAI#PaperOrchestra#ManuscriptQuality#LiteratureReview#AcademicWriting#AIAgents#ResearchTools#PaperWritingBench