#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
🚀 Citigroup Economists Estimate Core PCE Monthly Increase at 0.3%
Citigroup economists have made a preliminary estimate that the core Personal Consumption Expenditures (PCE) index will show a monthly increase of 0.3%, based on today's Consumer Price Index (CPI) data. According to Jin10, this figure exceeds the Federal Reserve's target of a 2% year-over-year increase but is an improvement over the 0.4% rise recorded in February. The Citigroup team noted that they will need to consider Producer Price Index (PPI) data to make a more accurate prediction for the PCE.
#Citigroup#Economists#CorePCE#PersonalConsumptionExpenditures#CPI#FederalReserve#PPI#EconomicForecast
#Italia#Europee
Sono 16 i partiti ammessi alle elezioni europee, nessuna ha dovuto raccogliere le 150.000 firme necessarie, vediamoli insieme:
-#M5S
-#PD-#A1MDP-#DemoS
-#Lega-#MNS
-#FI (Insieme a #UdC-#MpA-#IDeA-#CP-#NPSI-#EpI-#RC-#PLI)
-#FdI (Insieme a #DI-#DiventeràBellissima)
-#LS (#SI-#PRC-#AET-#ÉViva)
-#EV (#FdV-#Possibile)
-#PiùE-#IiC (Insieme a #PSI-#PRI)
-#PdF-#AP
I partiti sottostanti sono stati ammessi anche senza avere né rappresentanza in parlamento né senza aver raccolto firme
-#PC (Partito Comunista)
-#CPI-#DU (CasaPound-Destre Unite)
-#FN (Forza Nuova)
-#PPI (Popolari Per l'Italia)
-#PPIT (Partito Pirata)
-#PAI (Partito Animalista Italiano)
-#PPA (Popolo Partite IVA)
Nelle tre regioni #ValleDAosta, #TrentinoAltoAdige e in #FVG troviamo diverse alleanze:
-#ApE con il PD (#UV-#UVP-#ALPE-#EPAV-#SA)
-#SVP-#PATT e #SSk con FI
-#LAltoAdigeNelCuore con FdI
-#VGV con #EV
-#TK con #PiùE
@NewsDalMondoo