#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
#PYR/USDT analysis :
#PYR is currently in an uptrend, forming a higher highs (HHs) and higher lows (HLs) structure. At present, the price is undergoing a correction phase, with expectations of a breakout from the trendline soon, which will allow it to resume its bullish momentum. Wait for a break above the $4.320 level as a signal to enter long positions.
TF : 1h
Entry : $4.320
Target : $4.845
SL : $3.969
#PYR/USDT analysis :
#PYR is in a downtrend, forming lower lows (LLs) and lower highs (LHs) structure. The price is currently trading below the 200 Exponential Moving Average (EMA). It is anticipated that the price will retrace back to the resistance zone and then reverse from there to continue its bearish momentum and test the previous swing low.
TF : 30min
Entry : $2.438
Target : $2.299
SL : $2.495
#PYR
https://www.binance.com/en/trade/PYR_BTC
Buying Zone 1850-1868
We are expecting ride in this Coin 🚀🚀🚀🚀
Buy in parts and Strictly follow as directed 👆
Sell
🤑 2000-2050
🤑 2050- 2250
🤑 2250- 2400
🚀 2400- 2600 & above
Exit/Re-Entry point- 1800
#PYR result
2 nd target achieved in just 5 days ✅✅
One more huge quick profit 22.4%🤑💰🤑
👉 Still thinking? The more you wait more you lose profit
☎️ Contact @MichaelStrategiesVip for membership and grab next breakout signal