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Source channel @githubtrending · Post #14945 · Jul 11

#go#authentication#backend#golang#realtime PocketBase is a simple and powerful open-source backend tool. It includes an embedded database, real-time updates, user and file management, and a user-friendly admin dashboard. You can use it as a standalone app or extend it with custom code in Go or JavaScript. This makes it easy to build and manage backend services without needing a lot of extra setup. It's great for small to medium-sized projects because it's easy to use and doesn't cost much. Plus, it supports real-time data sync and customizable APIs, making it a good choice for developers who want flexibility and control. https://github.com/pocketbase/pocketbase

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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