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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 #4191 · 02/19/2025, 01:00 PM

Funding Updates: Innovative Health Tech and AI Recent funding announcements reveal a surge in innovative startups: - Berlin Heals raises $7.77M for a life-saving heart failure treatment device. Learn more - Level Zero Health secures $6.94M for DNA-based sensors monitoring hormones in real-time. Learn more - UpWell Health generates $6.50M for AI-driven invoice automation in trucking. Learn more - FrodoBots Lab collects $6M leveraging crowdsourced data through robotic gaming. Learn more - Cycloid raises $5.23M to enhance software delivery and hybrid cloud solutions. Learn more - DeFi.app introduces a modular DeFi platform with $4M funding. Learn more - Everstar acquires $4M for AI development in nuclear technologies. Learn more - Other notable rounds: THE HOUSE OF RARE - $5.76M, Floy - $3.78M, Xinjie Energy - $3.70M. #HealthTech#AI#Funding#Startups#DeFi#Blockchain#Tech#Innovation#Nuclear#RobotGaming#Trucking#Finance#Sensors#RealTime#Device#Automation#Cloud#Engineering#Hormones#LuxuryFashion