#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
😄Place
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🔘 Place refers to a physical location.
🔜 The place you’re looking for is round the corner and on the left.
🔘 Something’s place can mean the correct or most suitable location.
🔜 Once you’ve used the colouring pens, put them back in their place.
🔘 A place can be the opportunity to do something, especially something you need to earn.
🔜 I can’t believe I got a place on the course!
#Place👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
@openmap_bot
Qué puede hacer este bot?
Este Bot puede enviar mapas y imágenes de satélite de todos los lugares de la tierra.
Idioma: Inglés
(visto en @BotsGram_cu)
#mapa, #openstreetmaps, #osm, #location, #group, #search, #inline, #place, #welcome
@junction_bot
Qué puede hacer este bot?
Este bot puede recopilar publicaciones de tus canales favoritos de Telegram, para que puedas leerlas como un servicio de noticias.
¡También puede copiar mensajes entre canales y bots, filtrar anuncios, modificar mensajes y mucho más!
Idioma: Inglés, Ruso, Turco
(visto en @BotsGram_cu)
#link, #word, #project, #feed, #messages, #group, #subscription, #telegram, #share, #channel, #questions, #command, #inline, #join, #twitter, #favorite, #collect, #news, #enter, #place, #free, #message, #welcome