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Source channel @githubtrending · Post #14925 · Jul 7

#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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Quiet World 🍁

@QuietWorld · Post #7238 · 03/29/2020, 08:12 AM

In a world that is so busy and craves a lot of attention, I'm just here to remind myself of something that I agree with; “simplicity is the essence of happiness”. A Simple Yet Rewarding Life Life is simple. The wisdom of life consists in the elimination of non-essentials. Fewer possessions = more time to spend enjoying life; because we are not worrying about how to pay for our possessions. Sure it is exciting to buy & bring home lots of stuffs like the latest electronic gadget but after a while, the excitement wears off anyway 🤷🏻‍♀ & here's a reminder in case we forgot; our self-worth is not measured by the material thing we possess. In fact, possessions often end up weighing us down – with them, come responsibility, guilt and stress. For example; your expensive car eats large chunk of your salary from the monthly instalments, insurance, services and road tax as well as the gas and repairment fees (if any)! You must hold on to your job to maintain your car as if you are a slave to it. “The things that we own, end up owning us.” The feeling of guilt comes when you feel that you have overpaid for something or should not have bought it in the first place. For example; tread mill or any other exercise machine 🙍🏻‍♀ Needless to say, stress will come from paying high price for it & worrying about losing them; either by them being broken or stolen. What more is needed to say? Simpler life = doing much with less. 😊 #simplicity#life#minimalism#minimalist#happiness @quietworld🍃

Luna Everly

@lunaeverly · Post #73 · 02/05/2026, 08:28 AM

A mini picnic in the park. 🧺 Just being here and now is the best plan for the day. Мини-пикник в парке. 🧺 Просто быть здесь и сейчас — лучший план на день. #LunaEverly#Picnic#DayMindset#Park#Simplicity