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Source channel @githubtrending · Post #14925 · Jul 7

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#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

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STAR VET BOOKS

@starvetbooks · Post #5141 · 04/11/2025, 03:42 PM

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♻️#FROM ANIMAL HEALTH INSTITUTE https://t.me/starvetbooks

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AI Art Gallery 🎨 |Creative Prompts|

@Ai_artz · Post #3477 · 04/28/2026, 05:53 AM

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#from Double exposure caricature of a brasilian rainforest, flowers, waterfall Heart and love: magical ethereal nature, copper patina, desaturated neutral tones on burlap, dramatic impasto composition that brakes down the boundaries between an effective combination of concept, vision and mastery of medium (Georges Braque:0.7), (Fernand Leger:0.3), set in front of vivid background by Pablo Picasso S<AI watercolor and ink, oil on canvas, reflection, mist, sunshine --ar 16:9 ✅ sapir8697 _Discord @ai_artz🎨

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AI Art Gallery 🎨 |Creative Prompts|

@Ai_artz · Post #3475 · 04/21/2026, 08:33 AM

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#from Antique suburban cybertech collage of miscellaneous ephemera mixed with rusty macabre horror rain --v 6.0 --s 400 --c 25 ✅wonnetrunken _Midjourney v6.0 @ai_artz📺

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AI Art Gallery 🎨 |Creative Prompts|

@AI_artz · Post #3448 · 03/04/2026, 02:24 PM

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#from Medieval vilage, full moon, plague doctor walking on the streets, dark night, tranquility in the style of Yves Klein, abstract ✅ hondrus _Midjourney v6.0 @ai_artz🎨

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AI Art Gallery 🎨 |Creative Prompts|

@AI_artz · Post #3361 · 01/23/2026, 07:21 PM

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#from Handsome mongol khan age twenty, muscular but thin, proud, full body portrait, watercolor style, black and white, 8k, --ar 2:3 ✅blackbeltmonkey _Midjourney v6.0 @ai_artz🌿

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AI Art Gallery 🎨 |Creative Prompts|

@AI_artz · Post #3348 · 01/16/2026, 04:06 PM

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#from A dynamic, abstract action painting featuring a cyclist in full speed. The cyclist's body is portrayed through a vibrant blend of colors and bold brushstrokes, with a sense of motion captured through the distorted, elongated shape. The background showcases a blurry, whirlwind of colors, representing the wind and the cyclist's adrenaline-filled journey. The overall atmosphere of the painting exudes energy, speed, and the thrill of competition. ✅ Blademort1988 _Ideogram v1.0 @ai_artz🚲

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