#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
COIN: $MOVE/USDT (5-10x)
Direction: SHORT 📉
#MOVE/USDT Take-Profit Target 3🎯
Profit : 25.71% with 10x Leverage
(PREMIUM SIGNAL)
Long or short doesn’t matter. What matters is we win.
t.me/BULLSTAR_ADMIN
We are excited to announce that @HaedalProtocol has officially completed the Sui smart contract audit conducted by @MoveBit_ , an expert and leading security firm on the #Move ecosystem.
https://twitter.com/HaedalProtocol/status/1696100358735733089?s=20
@everyone
#move#usdc
🎉 В Movement объявили о запуске собственного стейблкоина USDCx – анонс
USDCx обеспечен USDC в соотношении 1:1.
Ранее: L1-блокчейн от Movement
Crypto Headlines
📊 گزارش داده:
🚨 برترین #آزادسازی توکن ها در روز های آتی:
📌 بیشترین آزاد سازی ها:
🥇#SUI (۲۶۹ میلیون دلار)
🥈#OP (۵۸ میلیون دلار)
🥉#MOVE (۴۹ میلیون دلار)
🔽 آزاد سازیِ توکن در حجم هایِ بالا میتواند باعثِ کاهشِ قیمت و یا در بلند مدت مانع از رشدِ قیمت شود.
@ScorpionX_Co☑️