#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
#ADX/USDT analysis :
#ADX is currently in a downtrend and trading below its 200 exponential moving average (EMA). The price is encountering resistance from the 200 EMA and a resistance zone. It is anticipated that the price will decline from this point and test lower levels.
TF : 2h
Entry : $0.1090
Target : $0.0963
SL : $0.1173
#ADX/USDT analysis :
#ADX is currently in an uptrend, making new highs while trading above the 200 EMA and the support zone. The price is anticipated to resume its bullish momentum and test the previous swing high. Look for a pullback for a long entry.
TF : 4H
Entry : $0.1659
Target : $0.1934
SL : $0.1550
#ADX profit projections if remains in bull zone
Strong support Layer
220-225
Above this value #ADX will remain in bull Zone and will go as projected 🚀🚀