#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
#QNT/USDT analysis :
#QNT is currently in a correction phase. Price is expected to decline further and test the previous swing high support level before continuing its bullish momentum. It’s advisable to wait for the price to retest the previously respected zone for a short entry, as the price is anticipated to decline and test lower levels.
TF : 1D
Entry : $126
Target : $81
SL : $156
#QNT/USDT analysis :
#QNT is currently in a downtrend, trading below the 200 EMA. The price is likely to retrace and test the resistance zone before continuing its bearish momentum. The current swing low is expected to be tested.
TF : 1H
Entry : $70.4
Target : $66.5
SL : $72.5
#QNT broken down the trendline on 12H Time frame,we expect another dump after pullback,more correction incoming..👀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
📊#QNT price break below the $97 major support area. The last hope is the $90 support level; if the price breaks below this, we see a heavy selloff. Price needs to reclaim the $100 level to gain some positive movement. It is better to wait for some time to open new trades.⌛️
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
#QNT/USDT UPDATE:
#QNT is now trading around 106$. #QNT is moving inside a symmetrical triangle on 4hr time frame. So the Possible scenarios are If the price pumps up and breaks out of the triangle, we can see bullish momentum in it. Otherwise If the price dumps and breaks down of the triangle, we can see bearish momentum in it. Stay tuned with us for further updates✔️
#Do You Know Your Crypto Logos? #XEC#QNT#BSV#ENJ#KCS#ZEC
#cryptogemtokenshttps://cryptogemtokens.com/do-you-know-your-crypto-logos-xec-qnt-bsv-enj-kcs-zec/