#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
#IOTX/USDT analysis :
#IOTX is currently retracing towards the 200 EMA. The price is anticipated to retest the 200 EMA before continuing its bearish momentum. The current level presents a good opportunity for a long entry, as the 200 EMA is expected to be tested.
TF : 1h
Entry : $0.01860
Target : $0.01973
SL : $0.01790
#IOTX/USDT analysis :
#IOTX is currently bouncing back from the trendline and the 200-period exponential moving average (EMA). This price action suggests a potential upward movement, with expectations to test previous swing high levels. The confluence of the trendline and the 200 EMA provides a strong support area, indicating a bullish outlook for IOTX in the near term.
TF : 4H
Entry : $0.04435
Target : $0.05164
SL : $0.04042
#IOTX/USDT analysis :
#IOTX is currently consolidating sideways near the resistance zone. It is expected to continue its bearish momentum and test the previous swing low.
TF : 2H
Entry : $0.0332
Target : $0.0284
SL : $0.0358
#IOTX/USDT analysis -
#IOTX be currently rejecting from the rejection zone after forming a lower low. It be expected to decline from there and be testing the previous low. A stop loss will be placed above the rejection zone for risk management.
TF : 4h
Entry : $0.0395
Target : $0.0372
SL : $0.0409