#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
#XVS/USDT analysis :
#XVS has broken out above the 200 EMA and the previous swing high, exhibiting strong bullish momentum. The price is currently retracing and testing the support zone along with the 200 EMA. It is expected to retest this area and rebound, continuing its bullish momentum towards testing the swing high level.
TF : 4H
Entry : $7.60
Target : $9.33
SL : $6.84
#XVS/USDT analysis :
#XVS is in an uptrend, trading above the 200 EMA and consolidating over the support zone. The price is expected to bounce back from the support zone and test the previous highs.
TF : 4H
Entry : $7.42
Target : $8.05
SL : $7.00
#XVS/USDT analysis :
#XVS has recently broken out of the ascending triangle pattern on the LTF. Price is trading above the 200 EMA. It is expected to continue its bullish momentum and test previous swing highs.
TF : 2H
Entry : $6.98
Target : $7.59
SL : $6.64
#xvs
😭 Джастин Сан продал 621k XVS (Venus) за $1,95m с убытком ~$5,63m (-74%).
В январе 2024 года основатель Tron купил эти токены за $7,58m.
Ранее: атака на Venus
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