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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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🇩🇪 Reich's Treasure Gallery

@besteanimebilder · Post #6059 · 12/27/2019, 11:10 AM

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육상선수 ~ #overwatch#tracer 1700x2700

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科技&趣闻&杂记

@kejiqu · Post #3493 · 05/30/2025, 06:51 AM

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Anthropic 开源“思维追踪”工具，可视化揭秘 AI 内部逻辑 Anthropic于5月29日发布“思维追踪”（Circuit Tracer）开源工具，以图形化方式呈现AI大语言模型的内部思维过程。该工具通过构建“归因图”（Attribution Graph），帮助研究者可视化模型内部运作并进行交互式探索。Circuit Tracer已在GitHub平台以开源库形式发布，研究者可在Decode Research运营的Neuronpedia平台上使用交互式前端查看“归因图”。用户可利用该工具生成自定义归因图，追踪模型内部逻辑，并进行标注、分享和调整特征值以验证研究假设。Anthropic 认为，开源这些工具将促进对语言模型内部运作的更广泛理解。IT之家 | Anthropic 🏷#Anthropic#Circuit#Tracer#开源 📢频道👥群组📝投稿

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🇩🇪 Reich's Treasure Gallery

@besteanimebilder · Post #5993 · 12/06/2019, 01:10 PM

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もう家に帰ってもいいです。 #overwatch#mercy#tracer#wounded 1960x1985

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Kpop Premium 《🌿》

@bubbletealuv · Post #2853 · 11/25/2024, 01:59 PM

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ᝬ 🤩 𖠵 ゛ (( 🐰) new post by bubbletealuv ↝ #Yooa#Eunbi#Gyubin#Lucas#Nævis/#solo ➛ #Rescene#Nexz#Craxy#Adya#AllHours#1Verse#NouerA#Dxmon#W24#BigOcean#NowaDays#Asc2nt#WaterFire#Nomad#ARrC#NXD#BDU#Kik5o#Meovv#Katseye#Project7#UDTT#MADEIN#BADVILLIAN#ARTMS#IMond#Pickus#NCTWish#VVUP#SayNyName#Loud#AiRiD#Bebez#Tracer#Witchers#InterGirls#Ambition#BoysPlanet#TimeTurner#StarlightBoys#I_Land#I_Land2#Produce48#Produce101#IOI#IZNA#Geenius#NCHIVE#nSSign#Nature#IMetU#KickFlip#BunnyT#HI_L#Winner#CSR#Loossemble#TWS.. ✨ …( emoji ) *пишите новые группы, которые не попали в этот пак! постепенно будем добавлять новые эмодзи 😌 1 часть пака - ссылка🗯 💭 взяли? буду рада увидеть плюсы и реакции!!