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Source channel @githubtrending · Post #14925 · Jul 7

#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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@githubtrending · Post #15097 · 08/26/2025, 12:00 PM

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#vim_script#hacktoberfest#personal_organizer#vim#vim_plugin#vimwiki#wiki VimWiki is a personal wiki plugin for Vim that helps you organize notes, manage to-do lists, write diaries, and create linked text files with easy navigation using simple key commands like `<Leader>ww`. It supports multiple markup syntaxes (VimWiki, Markdown, MediaWiki) and can export your notes to HTML. You can quickly create and follow links between pages, keep separate wikis for different projects, and sync your wiki files across devices since they are plain text. This makes note-taking fast, flexible, and accessible directly within Vim, improving productivity and organization without leaving your editor. https://github.com/vimwiki/vimwiki

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