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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 #65331 · 04/12/2026, 11:34 PM

🚀 Middle East Nations Urge U.S. and Iran to Resume Talks After Failed Peace Negotiations According to BlockBeats, on April 13, The Wall Street Journal reported that following unsuccessful marathon peace talks in Islamabad, Middle Eastern countries are urging the United States and Iran to return to negotiations. Despite both sides issuing strong statements, diplomatic channels remain open, and a second round of talks could occur within days. Regional nations are in discussions with the U.S. to extend the fragile two-week ceasefire announced on Tuesday evening. Iranian officials have proposed alternative suggestions, such as continuing symbolic uranium enrichment activities or reducing their enriched uranium stockpile, but no compromise has been reached. #MiddleEast#USIranTalks#PeaceNegotiations#Diplomacy#Ceasefire#IranUranium#BlockBeats#Islamabad#Iran#MiddleEasternNations#WallStreetJournal