#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
#SLP/USDT analysis :
#SLP is currently in a downtrend, forming lower lows (LLs) and lower highs (LHs) structure. The price is currently testing the resistance zone and the 200 EMA. A decline from this level is expected, with a potential test of the swing low level.
TF : 2h
Entry : $0.001740
Target : $0.001530
SL : $0.001847
#SLP/USDT analysis :
The #SLP is currently experiencing a downtrend, trading below its 200 Exponential Moving Average (EMA). The price has broken and retested the support zone, indicating a potential resumption of bearish momentum. The next target for the price will be the swing low level.
TF : 4h
Entry : $0.002105
Target : $0.001800
SL : $0.002290
#SLP/USDT analysis :
#SLP is currently in a bearish trend, marked by a consistent formation of lower lows (LLs) and lower highs (LHs), while respecting the established trendline. The price is expected to maintain this trajectory, with further tests of lower levels anticipated in the near future.
TF : 1D
Entry : $0.003233
Target : $0.002530
SL : $0.003727
#SLP/USDT analysis :
#SLP is currently moving within a bullish channel that is sloping upwards. The price has recently tested the support levels. It is likely to rebound from this point and target the previous swing high.
TF : 1D
Entry : $0.00246
Target : $0.00284
SL : $0.00226
#SLP/USDT analysis :
#SLP is currently finding support over the support zone and the 200-period exponential moving average (200 EMA). The price is expected to sustain its bullish momentum from this current zone and challenge the previous swing high.
TF : 30min
Entry : $0.00281
Target : $0.00287
SL : $0.00276