#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
#EGLD/USDT analysis :
#EGLD is currently in an uptrend, trading above the 200 EMA. The price has successfully broken out and retested the previous swing high resistance levels. It is anticipated that the price will bounce back from this point and continue its bullish momentum, aiming to test the recent swing high.
TF : 4h
Entry : $28.44
Target : $33.75
SL : $26.00
#EGLD/USDT analysis :
#EGLD has broken out and retested the support zone. It is now expected to bounce from this support zone and test the previous swing high level.
TF : 1D
Entry : $26.26
Target : $28.14
SL : $25.12
#EGLD Weekly Support Zone Retest🧐
MultiversX is testing the lowerboundary of the descendingchannel formation on the weekly timeframe👨💻
This area serves as a launchpad for a potential bullish reversal🔍
A confirmed rebound could propel the price toward targets at $7, $12, $22, $38, $58, $77, $120, and $200🎯
#EGLD
MultiversX has successfully broken out of the descendingchannel pattern on the daily timeframe
Price action shows strong bullish momentum after breaching the descending resistance
Expect a continuation toward targets at $20.50, $26.00, and $38.00🎯
#EGLD bounced back from the Green zone on 12H Time frame,we expect more pumps after breakup from the Trendline,send it 💎
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
#EGLD is trying to break up the Supply zone on Weekly time frame,in the case of breakout we may see another bullish leg🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
💰#EGLD price bounced from the support of $30.50-$31 area. The local resistance is $32.89-$33.50 area and the price is rejected from there. 👀
The major resistance is the $37.10-$38 area. You can open long positions near the support area with tight stop loss.
📈
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️