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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 #65359 · 04/13/2026, 02:14 AM

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🚀 Japanese Firms Collaborate on Domestic AI Model Development SoftBank, NEC, Honda, and Sony Group have established a new company named 'Japan AI Foundation Model Development' to create domestic AI foundational models for Japanese businesses. According to Odaily, a SoftBank executive will lead the company, with Nippon Steel, Kobe Steel, Mitsubishi UFJ Bank, Sumitomo Mitsui Bank, and Mizuho Bank contributing financially. SoftBank and NEC will handle development, while Honda plans to apply the results to autonomous driving, with Preferred Networks also participating. The company intends to apply for a public call from the New Energy and Industrial Technology Development Organization, which, if selected, could provide support amounting to 1 trillion yen over five years starting in 2026. #JapaneseFirms#AI#SoftBank#NEC#Honda#SonyGroup#AIModelDevelopment#JapanAI#AutonomousDriving#NipponSteel#KobeSteel#MitsubishiUFJBank#SumitomoMitsuiBank#MizuhoBank#PreferredNetworks#PublicCall#NewEnergyIndustrialTechnology#TrillionYenSupport

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#japanesefirms #ai #softbank #nec #honda #sonygroup #aimodeldevelopment #japanai #autonomousdriving #nipponsteel #kobesteel #mitsubishiufjbank #sumitomomitsuibank #mizuhobank #preferrednetworks #publiccall #newenergyindustrialtechnology #trillionyensupport