#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
#GLMR/USDT analysis :
#GLMR is in downtrend trading below 200ema. Price has broken down below support zone it is expected to continue declining. For short entry wait for the price to test the resistance zone.
TF : 2h
Entry : $0.1186
Target : $0.0940
SL : $0.1332
#GLMR/USDT analysis :
#GLMR has broken below the 200 EMA and is currently consolidating sideways near the 200 EMA. The price is expected to reverse from there and continue its bearish momentum to test the previous swing low.
TF : 1h
Entry : $0.1547
Target : $0.1415
SL : $0.1635
#GLMR👈
Call given here
Hit 1474
All Target done ✅
142% safe profit in spot
If you invested 1 btc it's now 2.42 btc now 🤑🤑
Signal before pump @ low level
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#GLMR👈
https://www.binance.com/en/trade/GLMR_BTC
Buying Zone 610-630
Coin on the brink of 🚀
Buy in parts 👈strictly follow for max profits as its 🚀
Sell
🤑 660-700
🤑 700-750
🤑 750-800
🚀 800- 750 & above
Bullish above -600