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Source channel @githubtrending · Post #14975 · Jul 19

#typescript bknd is a lightweight backend system that makes app development easier by providing ready-to-use features like database management, user authentication, media handling, and workflow automation, all in one place. It works with many JavaScript runtimes and frameworks, so you can deploy it almost anywhere and even bundle backend and frontend together. It offers a full REST API, a React SDK, and UI components to speed up development without needing deep backend knowledge. This saves you time, reduces complexity, and helps you build secure, scalable apps faster with less effort. You can start quickly with a simple command and customize as needed. https://github.com/bknd-io/bknd

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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