#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
#Elezioni#Slovenia
Secondo l'exit poll di Mediana, il partito del Primo Ministro Janez #Janša#SDS|EPP registra il suo secondo peggior risultato degli ultimi 18 anni (il peggiore rimane quindi quello del 2014, quando SDS prese il 20,7% dei voti).
@UltimoraPolitics
🇸🇮 Elezioni #Slovenia — Il partito del premier liberale uscente Robert #Golob (#GS) vince di misura contro quello dell’ex premier di destra Janez #Janša (#SDS). Golob potrebbe ora formare una nuova maggioranza di centro-sinistra o di centro, oppure ricorrere a elezioni anticipate.
@UltimoraPolitics24