#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
#LRC/USDT analysis :
#LRC has retraced to the previous resistance zone, which is now acting as support for the price. From this level, bullish momentum is expected, with the previous swing high serving as the target level for upward movement.
TF : 1D
Entry : $0.1700
Target : $0.3338
SL : $0.1300
#LRC/USDT analysis -
#LRC is currently experiencing a downtrend and is trading below the 200-day Exponential Moving Average (EMA). The price is undergoing a pullback and is anticipated to test the resistance zone close to the 200 EMA shortly before potentially declining further to retest the previous lows.
TF : 4h
Entry : $0.1890
Target : $0.1601
SL : $0.1994
#LRC has a symmetrical triangle pattern on Daily time frame,in the case of breakup we will see another huge pump again 🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
#LRC bounced back from the Demand zone also touched the curve on Weekly time frame,we need a bullish momentum to breakup this pattern 🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️