#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
#result
Ko'pgina õquvchilar aniq bir sohani tanlay olisha olmaydi. Tanlashganda ham juda kõp ikkilanishlar bõladi. Ular bilan õzlari xohlagan yõnalishni tanlab, shu yõnalish bo'yicha aniq maqsad sari harakat qilish esa mashaqqatli ish hisoblanadi.
Õquvchilarning universitetlarga ketma-ket kirayotganligi haqidagi xabarlar kelganida esa ushbu mashaqqatlar esdan chiqib, yuzda ajib tabassum hosil bõladi.
Ilm olishda va ilm ulashishda Allohning õzi bardavom qilsin 🤲
Yana ham kõproq natijalarni bilish uchun bizni instagram tarmog'ida kuzatib boring.
#competition#result
👍17-noyabr kuni Oʻzbekiston stol tennisi federatsiyasi bilan hamkorlikda tashkil etilgan “IT Park Table Tennis Cup-2024” turniri oʻz yakuniga yetdi!
🏓 Turnirda 42 ta jamoa ishtirok etdi va kuchli bellashuvlar oʻtkazildi.
🥇 “PAYNET”
🥈 “BRB TECH”
🥉 “UZINFOCOM”, “YUSOLVE”
🏆 Gʻoliblarni samimiy tabriklaymiz! Musobaqada qatnashgan barcha jamoalarga minnatdorchilik bildiramiz. Bu turnir nafaqat sport, balki doʻstlik va hamjihatlikning haqiqiy bayrami boʻldi!
_______
👍The IT Park Table Tennis Cup 2024, organized in collaboration with the Table Tennis Federation of Uzbekistan, successfully concluded on November 17!
A total of 42 teams participated, demonstrating exceptional skill and commitment to victory.
🥇 “PAYNET”
🥈 “BRB TECH”
🥉 “UZINFOCOM”, “YUSOLVE”
🏆 Congratulations to the winners! We extend our gratitude to all teams for their involvement and outstanding performances. This tournament was a true celebration of sportsmanship, friendship, and unity.
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@pic
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