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Source channel @githubtrending · Post #14925 · Jul 7

#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

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@leya_starlight · Post #227 · 03/30/2025, 05:24 PM

以前总觉得做个女人,漂亮很重要,后来成长了才发现,有品味和气质很重要,再长大一些觉得一生有个男人疼你很重要,直到后来才明白,一个女人,拥有独立的思想,独立的人格,独立的经济,精彩地活着很重要! #互粉#互关#fo#正能量#girl

Libertà è ragione

@libertaeragione · Post #3905 · 07/24/2023, 02:39 PM

#Elezioni#Spagna Risultati definitivi: Affluenza: 70,4% (+4,2 rispetto al 2019) #PP|EPP: 33,05% #PSOE|S&D: 31,7% #VOX|ECR: 12,39% #Sumar (#IU-#Podemos-#MP-#eQuo-#AV-#Compromís)|LEFT|G/EFA: 12,31% #ERC|G/EFA: 1,89% #Junts|NI: 1,6% #EHBildu|LEFT: 1,36% #PNV|RE: 1,12% #PACMA|LEFT: 0,67% #BNG|G/EFA: 0,62% #CC|RE: 0,46% #CUP|Sinistra catalana separatista: 0,4% #UPN|Centro-destra navarro unionista: 0,21% #FO|Sinistra euroscettica sovranista: 0,19% #NC|G/EFA: 0,18% #EV/#TE|Localisti: 0,15% #PDeCAT-#CiU|Centro-destra catalano indipendentista: 0,12% #RC|Sinistra: 0,09% #UPL|Centro Leonese: 0,09% #PUMJ|Ecologisti europeisti: 0,09% #PCTE|INITIATIVE: 0,07% #GBai|Centro-sinistra navarro indipendentista: 0,04% #AA|Sinistra andalusa: 0,03% #EB|Voto di protesta: 0,03% #JMM|Regionalisti di Jaén: 0,03% #XAV|Centro regionalista di Ávila: 0,02% #BQEx|Centro-sinistra federalista extremegno: 0,02% #CJ|Sincretici anti-establishment: 0,02% #FEJONS|Estrema destra: 0,02% #PAR|Centro-destra aragonese autonomista: 0,01% #PH|Umanisti: 0,01% #PMR|Centro-destra murciano regionalista: 0,01% #AC-#UP-#PCPC|Sinistra canaria indipendentista: 0,01% #CpM|Centro-sinistra musulmano: 0,01% #PREPAL|Leonesisti: 0,01% #UdCa|Conservatori castigliani regionalisti: 0,01% #CCD|Centro suarista: 0,01% @OsservatorioEsteri