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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40124 · 11/18/2025, 09:02 PM

📜 The word "rape" has a complex and shifting history. Originally, it meant “to seize by force” — as in property or land. By the 1400s, it began to take on its modern meaning of sexual violence. Recent political attempts to create categories like "forcible rape" have been widely criticized for minimizing survivors' experiences. Language matters — especially when it comes to defining violence and consent. [Read more for more meanings] @googlefactss#LanguageHistory#Etymology#Rape#Consent#SocialJustice#LanguageMatters

Crypto M - Crypto News

@CryptoM · Post #65199 · 04/11/2026, 09:20 PM

🚀 AI TRENDS | Laura Estefania Discusses AI Agents' Potential to Coordinate Human Labor Laura Estefania has proposed that AI agents could evolve from merely automating tasks to coordinating human labor by utilizing services that enable bots to hire individuals for physical work. According to NS3.AI, Estefania suggests that cryptocurrency could serve as the payment and coordination layer for this model. However, she emphasizes the necessity of incorporating transparency, fair compensation, accountability, and consent into the system to ensure ethical practices. #AI#AIagents#humanlabor#automation#cryptocurrency#NS3AI#ethics#transparency#faircompensation#accountability#consent#technologytrends