#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
@Yescoin_Fam@cex_io, whom we have been waiting for for a long time, announced that they will take 📷 snapshots this weekend. The last days are now. 🔥🔥
I hope there will be good exchanges and listings. Both have very solid infrastructures. Let's see if those who work hard will win.
👉Yescoin https://t.me/CentralChanel/15157
👉Cexio https://t.me/CentralChanel/13801
#Telegram#Airdrop#Yescoin#Cexio
Друзья, обновляю список таполок, которые у меня есть!
Про то как запустить приложение, если у вас не работает страница бота написала тут - https://t.me/redcoinsclub/236
ТОП Проекты
1. 🏠Cityholder🆕
2. 🐹Hamster
3. 🤑Blum (~400 invites)
4. 🤩YesCoin🆕
5. 🤝 PixelTap
6. 🪙ThePixels
7. 🪙Cexio
#yescoin#blum#notcoin#cexio#pixel#cityholder