#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
WEREWOLF ROLEPLAY💥
Desa paling micin..
Temukan teman asik, jodoh. Dan keluarga, dimana kamu bebas mau jadi apa aja disini.
Baper tanggung sendiri
📍@wwroleplayID
🔈@channelwwroleplay
#Indonesia#roleplay
❝☺️I drank way too much last night, thanks for taking me home, you're a lifesaver! ❞
🔗Keep the story going with her: http://openlove.life
#AIgirlfriend#roleplay#AIchatbot#lookbook
𝑾𝒆𝒍𝒄𝒐𝒎𝒆 𝒕𝒐 𝑪𝒍𝒖𝒃 𝑳𝒆𝒙𝒙𝒙
Lexxx is a nightclub-themed furry forum group that focuses on roleplaying inside a nightclub in our Roleplay_Chat however, our group is not exclusively for roleplaying as we also offer a General_Chat which is our main chat where you can discuss almost about anything. The OOC_Chat is our out of character chat where you can discuss and plan out roleplay scenes inside our club. You can also request your own roleplay plot in our Roleplay_Ads chat.
#OOC#Roleplay#Kinky#Nightclub#Anthro#NSFW
❝Let this love ripple in the spring pond. 🌸💕💦❞
💬Keep the story going with her: http://openlove.life
#aigirlfriend#aichat#ai美女#roleplay#AIBeautifulWomanな人と繋がりたい
❝Come on, hurry up,
my husband will be home in 15 minutes.❞
🔥Roleplay with her: http://openlove.life
(Choose Neko and chat with her)
#waifu#neko#aichatbot#aigame#roleplay#catgirl
❝There is no perfume today, so your girlfriend won't notice.❞
💬Chat with her: https://apple.co/3AvjxUn
#AIgirlfriend#chatbot#roleplay#story#aigame#lookbook
🔥❝Welcome! Thanks for choosing me to serve you.
💦Shall we take a shower first?❞
🍭Roleplay with her: openlove.life
#openlove#aigirlfriend#aigame#aichatbot#ai女優#roleplay
❝Among all the flight attendants, I love you the most, Captain.❤️🔥❞
💗Accept or reject her one-night stand invitation:
openlove.life
#aichatbot#aigirlfriend#waifu#roleplay#AIBeautifulWomanな人と繋がりたい#aiphotos