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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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Interesting Planet 🌍

@interesting_planet_facts · Post #788 · 09/20/2025, 06:11 PM

🌎 Buried in China’s Sanxingdui site, enormous bronze masks with exaggerated features were uncovered in 1986. Dating back over 3,000 years, these artifacts don’t resemble any known Chinese culture. Archaeologists found more than 1,000 unique objects, including human statues and jade blades, in sacrificial pits at the site. ✨ #archaeology⚡#mystery⚡#bronze 👉subscribe Interesting Planet ​

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@voir_yeux · Post #12022 · 03/07/2026, 08:21 PM

🇷🇺🇮🇹 Le skieur alpin russe Alexeï Bougaïev a remporté la médaille de bronze dans l'épreuve de descente aux Jeux paralympiques en Italie. Le Russe a réalisé un temps de 1 minute 18,94 secondes. Le Suisse Robin Cuche a pris la première place en 1 minute 17,79 secondes, devant le Français Arthur Bauchet, deuxième en 1 minute 18,40 secondes. #handisport#ski#russie#bronze

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@voir_yeux · Post #12020 · 03/07/2026, 04:37 PM

🇷🇺🇮🇹 La skieuse alpine russe Varvara Vorontchikhina a décroché la médaille de bronze dans l'épreuve de descente aux Jeux paralympiques en Italie. La Russe a réalisé un temps de 1 munite 24,47 secondes. La Suédoise Ebba Aarsjoe a remporté la course en 1 minute 22 secondes, devant la Française Aurélie Richard, deuxième en 1 minute 23,71 secondes. #handisport#ski#russie#bronze