#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
#GMT/USDT analysis :
Following the breakout and subsequent retest of the 200 EMA, the price is now declining. It is anticipated that this downward momentum will persist, leading to a test of lower levels.
TF : 4H
Entry : $0.1586
Target : $0.1414
SL : $0.1670
#GMT/USDT analysis :
#GMT is in an uptrend on LTF. The price has broken and retested the 200 EMA. Currently, the price is bouncing back from the 200 EMA and is expected to continue its bullish momentum.
TF : 30min
Entry : $0.1132
Target : $0.1199
SL : $0.1089
#GMT overall trend is bearish, with a significant downtrend visible from the peak in late December.Price has been making lower highs and lower lows, indicating continuous selling pressure. 🔥👍✅
Further,As long as the price stays below $0.0847, the bearish trend remains strong.A potential relief bounce could occur, but confirmation is needed.Bulls need to reclaim resistance levels above $0.0847 to signal a possible trend reversal.👍🔥✅
#GMT is testing the major support zone and testing the Daily range low. Market is taking a correction before going up and we can see big moves in coming months.🔥✅
Further. GMT is looking good for investment in upcoming Alt Season.🔥✅😍👀✅🔥😳
#GMT will test the resistance zone and it has caused the liquidity on resistance zones .Market can see a breakout and bullish move soon,🔥✅
Further, market will take a bullish soon ahead as BTC.D will soon take a breakdown.🔥✅😍👀✅🔥😳
🔵#GMT price is rising in a Bullish channel on 6H Time frame,we expect it will have another bullish leg from the bottom of this pattern 👀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️