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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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科技&趣闻&杂记

@kejiqu · Post #4198 · 02/25/2026, 01:39 AM

Inception 发布 Mercury 2,首个基于扩散的语言推理模型 Inception 发布了 Mercury 2,一款首个基于扩散的语言推理模型。与传统语言模型不同,Mercury 2 通过并行完善整个段落来生成文本,速度提升超过五倍。该模型并非逐字生成文本,从而实现了更快的推理速度。THE DECODER 🏷#Inception#Mercury#Diffusion#based#LLM 📢频道👥群组📝投稿

Venture Village Wall 🦄

@venturevillagewall · Post #4002 · 01/27/2025, 07:00 PM

Major Crypto Transactions and Funding News 🔥 50M #USDC burned at USDC Treasury. 🚨 100M #USDT transferred from Tether to unknown wallet. 📈 Mobile game Pixion Games raises $12.40M led by Delphi Digital. 🔧 TON Core reveals 2025 roadmap with major updates including Payment Network Layer 2 and new tools for validators. 💡 DeepSeek challenges AI sector, showing drastic efficiency improvements, causing significant market ripples. NVIDIA shares fell 13%. 💰 Pell Network and Inception raise $3.5M each in funding for restaking projects. Read more about DeepSeek's impact here. Full TON roadmap here. #USDC#USDT#PixionGames#TON#DeepSeek#AI#Crypto#VC#blockchain#NVIDIA#funding#restaking#Web3#DeFi#Ethereum#gaming#PellNetwork#Inception

Видеотека 📼

@videotekashow · Post #13563 · 05/31/2025, 06:40 PM

«Ваше тело действительно сильно меняется в 50 лет. Вы начинаете чувствовать старые травмы, и все начинает возвращаться... Так что вам лучше быть готовым к этому». Сегодня Тому Беренджеру исполнилось 76 лет. #ВИДЕОТЕКА #ТомБеренджер #TheBigChill #Platoon #SomeoneToWatchOverMe #ShootToKill #Sniper #LastOfTheDogmen #TheSubstitute #Inception #HatfieldsAndMcCoys #BlackWarrant