#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
#SXP/USDT analysis :
#SXP has broken out of the trendline, and the price has also rebounded from the support zone following a period of sideways consolidation. It is anticipated that the price will continue to rise from the current level and test previous swing highs.
TF : 1D
Entry : $0.3240
Target : $0.5629
SL : $0.2055
#SXP/USDT analysis :
#SXP has bounced back from the 200 EMA after a retracement and a breakout of the trendline. It is now expected to move towards the previous swing high level.
TF : 2H
Entry : $0.2592
Target : $0.2894
SL : $0.2495
#SXP/USDT analysis :
#SXP is presently in an uptrend, forming higher highs (HHs) and higher lows (HLs). It is expected to experience a pullback near its support zone and is likely to bounce back from there to test higher levels.
TF : 1h
Entry : $0.2416
Target : $0.2538
SL : $0.2339
✅✅ 150% Profit on #SXP/USDT for our Premium Members on Binance Futures/Bybit Futures/OKX Futures& KuCoin Futures
👁🗨Contact @primemod to enter the premium group & make daily profit
#SXP bounced from the support zone on Weekly time frame,now price is trying to break up the falling wedge pattern, breakout incoming..
📈
❄️@signal_bitcoins❄️
❄️@Shadow_support0o❄️