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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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Venture Village Wall 🦄

@venturevillagewall · Post #4132 · 02/12/2025, 01:00 PM

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Investments Surge in Tech Startups Recent funding rounds highlight growing investments in innovative technology firms: - Nirmata: $9.60M for security and compliance solutions. - Gaudi Clinical: $8.92M, advancing medical technology. - Watney Robotics: $8M, focusing on autonomous infrastructure. - ACT-ion Battery Technologies: $7.50M for revolutionary battery materials. - Fragmetric: $7M, enhancing staking protocols. - Lithium Africa: $6M, exploring cost-effective mining options. - TOKYO GameFi: $6.95M, redefining Web3 experiences. - Lens: $5.53M, improving management solutions. - ReCarber: $5.50M, developing carbon removal projects. Additionally, Sam Altman emphasizes the rapid advancement of AI capabilities, suggesting a tenfold increase in power annually, leading to significant impacts on employment and wealth distribution. Read more #Funding#Tech#Startups#AI#Crypto#Robotics#BatteryTech#Web3#CarbonRemoval#Healthcare#Lithium#Kubernetes#SaaS#Tokenomics#Innovation#AGI#VC

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