#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
#MDT/USDT analysis :
#MDT is currently in a downtrend making new lows. The bearish momentum is expected to continue, potentially leading to further declines. For a short entry, consider waiting for a test of the resistance level before initiating a short position.
TF : 2H
Entry : $0.02883
Target : $0.02495
SL : $0.03150
#MDT/USDT analysis :
#MDT is currently in a downtrend, consistently forming lower lows (LLs) and lower highs (LHs) below the 200 EMA. The price is anticipated to continue its bearish momentum and test lower levels. It is recommended to wait for a pullback for a short entry opportunity.
TF : 4H
Entry : $0.05060
Target : $0.04127
SL : $0.05536
#MDT/USDT analysis :
#MDT is currently in an uptrend, characterized by the formation of higher highs (HHs) and higher lows (HLs). The price has retraced to test the 200 EMA, successfully forming a higher low before bouncing back. Wait for a breakout of the trendline, as the price is anticipated to test the previous swing high.
TF : 4H
Entry : $0.06650
Target : $0.08500
SL : $0.05715
#MDT/USDT analysis :
#MDT is in an uptrend, forming higher highs (HHs) and higher lows (HLs) above the 200 EMA. The price has recently tested the support zone and has bounced back from that level. It is anticipated that the bullish momentum will continue, leading to a potential test of previous highs.
TF : 2h
Entry : $0.05624
Target : $0.06177
SL : $0.05297
#MDT/USDT analysis :
#MDT is currently retracing back to the 200 EMA while forming higher highs (HHs) and higher lows (HLs) in its structure. The price is bouncing back from the support zone and is expected to test the previous swing high.
TF : 1D
Entry : $0.04253
Target : $0.05229
SL : $0.03668
#MDT/USDT analysis :
Based on the current market analysis, #MDT is currently experiencing a downtrend, trading below the 200 EMA. Following a correction phase, the price has been rejected from the 200 EMA. The anticipated next move is for the downtrend to persist with an impulsive movement, potentially testing previous lows.
TF : 4H
Entry : $0.0364
Target : $0.0290
SL : $0.0405
#MDT reached the ceiling of the trading range on 12H Time frame,we expect another bullish movement incoming..🚀
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