#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
#GTC/USDT analysis :
#GTC is currently retracing towards the 200 EMA, creating a potential long opportunity on lower time frames (LTF). The price has bounced back from the support zone and is anticipated to test higher levels.
TF : 2h
Entry : $0.418
Target : $0.469
SL : $0.385
#GTC/USDT analysis :
#GTC is currently in a downtrend, marked by a series of lower lows (LLs) and lower highs (LHs). The price is trading within a resistance zone, encountering significant resistance. Consequently, a continuation of the decline is anticipated from this level, with the price likely to test lower levels in the near future.
TF : 4H
Entry : $0.658
Target : $0.560
SL : $0.722
#GTC/USDT analysis :
#GTC has broken below support levels. The price is expected to continue falling and test lower levels, as the higher time frame (HTF) is bearish. Wait for the price to retest the zone before entering a short position.
TF : 4h
Entry : $0.644
Target : $0.596
SL : $0.678
#GTC/USDT UPDATE:
#GTC is now trading around 1.27$. #GTC has broken out a Inverse Head and shoulder pattern on hourly time frame. So the Possible scenario is According to the pattern, we can see short term bullish momentum in it and we can see the price pump 15-20%. Stay tuned with us for further updates✔️
#GTC
The coin looks very good, there is buying, there is reaction from the zones, waiting for further markup of the asset to cover the upper weekly imbalance
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