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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 #4199 · 02/20/2025, 01:00 PM

Major Funding Rounds Announced 💰 Key investment rounds announced: - Highways Infrastructure Trust: $948.87M for highway projects in India. - Lambda: $480M for AI-focused GPU cloud services. - Safe Dynamics: $100M to enhance site navigation for web. - VitalConnect: $100M for continuous biometric monitoring tech. - Terra CO2 Technologies: $82M aimed at decarbonizing cement. - Pulpex: $78.21M for sustainable renewable packaging solutions. - Baseten: $75M for optimized model serving network. - Augury: $75M for AI solutions in manufacturing. - Sanas: $65M for AI-powered accent translation for call centers. - 73 Strings: $55M for fintech solutions in asset analytics. - Blockaid: $50M for web3 asset security solutions. - Ecoener: $43.10M in renewable energy initiatives. - Atrandi Biosciences: $25M round announced. - Quadshift: $23M for B2B software solutions development. - AheadComputing: $21.50M for RISC-V CPU IP. - Certn: $21.14M for background screening software. - Capi Money: $18M raised recently. More details can be found here: Highways Infrastructure Trust, Lambda, Safe Dynamics, VitalConnect, Terra CO2 Technologies, Pulpex, Baseten, OpenEvidence, Augury, BitSmart, Sanas, 73 Strings, Blockaid, Ecoener, Atrandi Biosciences, Quadshift, AheadComputing, Certn, Capi Money #Funding#Investment#Infrastructure#AI#Tech#Healthcare#Renewable#Sustainability#Fintech#Web3#Biometrics#Software#Analytics#Decarbonization#Cloud#Packaging#Security#Blockchain#GPU#RISC-V