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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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AI & Law

@ai_and_law · Post #798 · 04/02/2026, 07:04 AM

📖Wikipedia Restricts Use of AI-Generated Content Wikipedia introduced new guidelines prohibiting editors from using large language models (LLMs) to generate or rewrite article content. The platform allows only two limited exceptions: AI may be used for basic copyediting of existing text with human review, and for translating articles between languages under specific guidance. The policy links AI use to potential violations of core content standards, including verifiability and the prohibition on original research. LLM outputs may lack reliable source attribution and can introduce inaccuracies or synthesized content not supported by published sources. The guidelines also note that detecting AI-generated text cannot rely on stylistic signals and provide no specific detection method. #AIRegulation#AIethics#ContentModeration#KnowledgeGovernance#Wikipedia