#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
CSS yordamida dizayn mahoratingizni oshiring!
Saytingiz ko‘rinishini yanada chiroyli, zamonaviy va professional qilish uchun quyidagi foydali vositalardan foydalanib ko‘ring:
1️⃣Border Radius Generator – burchaklarni yumaloq qilishda qulay:
🔗10015.io/tools/css-border-radius-generator
2️⃣Glassmorphism Generator – shaffoflik effekti bilan zamonaviy dizaynlar yarating:
🔗hype4.academy/tools/glassmorphism-generator
3️⃣Shadows Generator – realistik soyalar yaratish uchun ajoyib vosita:
🔗shadows.brumm.af
4️⃣Box Shadow Examples – tayyor soya effektlarini tanlab olib qo‘llang:
🔗getcssscan.com/css-box-shadow-examples
#CSS
💻@dasturlash_hayoti— dasturchilar hayoti va dasturlash olami haqida qiziqarli loyiha!
#css
🖥 Ko‘rsatilgan gradiyentlarga asosan CSS kod chiqarib beruvchi foydali sayt.
LINK👉neumorphism.io
💻@dasturlash_hayoti— dasturchilar va dasturlash hayotini yoritib boradigan loyiha!