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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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Crypto M - Crypto News

@CryptoM · Post #65120 · 04/11/2026, 05:33 AM

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🚀 AI TRENDS | Baidu Smart Cloud Launches Embodied Intelligence Data Marketplace On April 11, Baidu Smart Cloud announced the launch of its Embodied Intelligence Data Marketplace (Beta version) in collaboration with several embodied intelligence companies, including Ling Sheng Technology, Fourier, Wei Tai Technology, Tuo Yuan Wisdom, Shu Tu Technology, and Song Ying Technology. According to Jin10, this marketplace introduces a pioneering hierarchical and scalable data labeling system designed to accelerate the large-scale implementation of embodied intelligence. Currently, Baidu Smart Cloud is providing services to over 30 embodied intelligence enterprises, including Zhi Yuan and Yu Shu. #AI#BaiduSmartCloud#EmbodiedIntelligence#DataMarketplace#LingShengTechnology#Fourier#WeiTaiTechnology#TuoYuanWisdom#ShuTuTechnology#SongYingTechnology#DataLabeling#TechCollaboration#Jin10#ZhiYuan#YuShu

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#ai #baidusmartcloud #embodiedintelligence #datamarketplace #lingshengtechnology #fourier #weitaitechnology #tuoyuanwisdom #shututechnology #songyingtechnology #datalabeling #techcollaboration #jin10 #zhiyuan #yushu