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Source channel @githubtrending · Post #15420 · Jan 18

#shell Try is a simple Ruby tool that organizes your coding experiments in one folder like ~/src/tries, using fuzzy search to quickly find or create dated directories (e.g., 2025-01-18-redis-test). Install via `gem install try-cli` or curl the single file, then add `eval "$(try init)"` to your shell—no setup needed. It ranks recent projects highest with smart matching, so you avoid scattered "test" folders and lost /tmp work. This saves time jumping between ideas, keeping your chaotic projects instantly accessible and productive. https://github.com/tobi/try

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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