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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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🦅 [ perspective ix ]

@perspectiveix · Post #1285 · 05/22/2018, 09:30 AM

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​​🏥How heavy use of social media is linked to mental illness May 20th marked the end of “#MentalHealth awareness week”, a campaign run by the Mental Health Foundation, a British charity. Roughly a quarter of British adults have been diagnosed at some point with a psychiatric disorder, costing the economy an estimated 4.5% of GDP per year. Such illnesses have many causes, but a growing body of research demonstrates that in young people they are linked with heavy consumption of #SocialMedia. A survey by the Royal Society for Public #Health found that Britons aged 14-24 believe #Facebook, #Instagram, #Snapchat and #Twitter have detrimental effects on their wellbeing. They said that these social networks gave them scope for self-expression and community-building, but exacerbated anxiety and #depression. 🚀@PerspectiveIX 🔗prs.pctvix.co/2ISIKvh

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40507 · 01/08/2026, 07:00 PM

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Vitamin D is made in the skin when sunlight touches it. This vitamin helps the brain stay healthy and can stop feelings of sadness or depression. Taking supplements or getting sunlight can boost vitamin D and improve mood. 🌞🧠 [Source1] [Source2] @googlefactss#VitaminD#MentalHealth#Depression#Sunlight#Supplements

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40654 · 02/13/2026, 03:04 PM

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In Japan, a marketing campaign called 'kokoro no kaze' (a cold of the soul) was used to promote antidepressants, increasing sales sixfold. It falsely suggested depression was simple and temporary like a cold, hiding the true treatment needs. This led to over-medication and potential harm. Now, companies focus on bipolar disorder, risking similar issues. 🚨💊 [Read more] @googlefactss #MentalHealth#Japan#Pharmaceuticals#Depression#Bipolar#HealthRisks

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#mentalhealth#japan#pharmaceuticals#depression#bipolar#healthrisks